diff --git a/README.md b/README.md
index e646c98..6da438e 100644
--- a/README.md
+++ b/README.md
@@ -1,50 +1,106 @@
-# JobOps — job search orchestration (personal fork)
+# JobOps
 
-Self-hosted stack: scrapes job boards, AI-scores fit, tailors resumes (RxResume), tracks application email.
+Self-hosted job search orchestration: discover roles from multiple sources, score fit with your profile, draft tailored resumes and cover letters, export PDFs, and track application email—**you still submit applications yourself**; JobOps prepares the work and keeps state organized.
 
-You still apply yourself; the app finds roles, helps match CVs, and keeps status straight.
+Licensed under **AGPLv3 + Commons Clause** — see [LICENSE](LICENSE).
 
-Docker-based. See [LICENSE](LICENSE) for terms.
+![Product screenshot](https://github.com/user-attachments/assets/14fdc392-0e96-43be-bc1f-cf819ab2afc4)
 
-<img width="1200" height="600" alt="Product screenshot" src="https://github.com/user-attachments/assets/14fdc392-0e96-43be-bc1f-cf819ab2afc4" />
+## What’s in this repo
 
-## Documentation
+| Area | Role |
+|------|------|
+| **`orchestrator/`** | Express API, SQLite + Drizzle, pipeline, React (Vite) UI, LLM integrations, Reactive Resume PDF flow |
+| **`shared/`** | Shared TypeScript types and settings registry |
+| **`docs-site/`** | Docusaurus user and developer documentation |
+| **`extractors/`** | Per-source crawlers (Adzuna, Gradcracker, UK Visa Jobs, Hiring Café, Startup Jobs, JobSpy helpers, etc.) |
 
-Full docs live in this repo under `docs-site/`.
+Root `package.json` is an npm **workspace** root; day-to-day app commands usually run under `orchestrator/`.
 
-```bash
-npm install
-npm run docs:dev
-```
+## Features (high level)
 
-Then open the local URL Docusaurus prints (usually `http://localhost:3000`).
+- **Sources**: Multiple boards and aggregators (exact list evolves; see docs and extractor packages).
+- **Scoring & tailoring**: LLM compares jobs to your resume profile; optional drafts for summary, headline, skills, and project selection.
+- **PDFs**: Tailored exports via **Reactive Resume** (v4 or v5 API). Optional **local JSON resume** (`JOBOPS_LOCAL_RESUME_PATH` or Settings) as the base document for profile/tailoring; PDF export still uses RxResume when configured.
+- **Pipeline**: Scheduled or manual runs (`POST /api/pipeline/run`, webhook trigger).
+- **Post-application**: Optional Gmail-based inbox for interview/offer/rejection signals.
+- **Job list filters** (orchestrator UI): Narrow the pipeline job list by **multiple sources** and **countries** (country is inferred from each listing’s location text). Filters sync to the URL (`source`, `sourceExclude`, `countries`, `countriesExclude`). Each source/country chip cycles **off → include → exclude** (exclude shows in red); listings marked **remote** still pass country include/exclude rules.
+- **Data**: SQLite and generated artifacts under `./data` (default in Docker).
 
-## Quick start
+## Requirements
+
+- **Node.js 22** (see `package.json` / Volta pin) for local development.
+- **Docker + Compose v2** for the recommended production-style run.
+
+## Quick start (Docker)
 
 ```bash
 git clone <your-repo-url>
-cd Jobber   # or whatever you named the directory
+cd Jobber
 
 cp .env.example .env
-# Edit .env: model / LLM keys, RXRESUME_*, search settings, etc.
+# Edit .env: MODEL / LLM keys, Reactive Resume or local resume path, optional BASIC_AUTH, etc.
 
-docker compose up -d
+docker compose up -d --build
 ```
 
-Dashboard: `http://localhost:3005` (host port from `docker-compose.yml`; app listens on 3001 inside the container).
+- **UI**: `http://localhost:3005` (host port mapped in `docker-compose.yml`; app listens on **3001** inside the container).
+- **Health**: `GET /health` on the same origin.
 
-## Features (summary)
+Persist data by backing up the mounted **`./data`** directory.
 
-- **Sources**: LinkedIn, Indeed, Glassdoor, Adzuna, Hiring Café, Gradcracker, UK Visa Jobs (and extensible extractors).
-- **Scoring**: LLM ranking vs your profile (OpenAI, OpenRouter, OpenAI-compatible, Gemini, etc.).
-- **Resumes**: Tailored PDFs via [RxResume v4](https://v4.rxresu.me).
-- **Email**: Gmail integration for interview / offer / rejection signals.
-- **Data**: SQLite under `./data` when using the default compose setup.
+## Local development
+
+From the repository root:
+
+```bash
+npm install
+```
+
+Then use the orchestrator workspace (see **`orchestrator/README.md`** for API tables and scripts):
+
+```bash
+cd orchestrator
+cp .env.example .env
+npm run db:migrate
+npm run dev
+```
+
+Typical dev URLs: API **http://localhost:3001**, Vite client **http://localhost:5173**.
+
+## Configuration notes
+
+- **LLM**: Configurable provider (OpenRouter default; also OpenAI, OpenAI-compatible endpoints, Gemini, Ollama, LM Studio, etc.). Keys can be set in `.env` or onboarding.
+- **Reactive Resume**: v5 API key or v4 email/password; optional self-hosted `RXRESUME_URL`. Full behavior is documented in the docs site under **Reactive Resume**.
+- **Local resume JSON**: Set `JOBOPS_LOCAL_RESUME_PATH` (or the Settings field) to a Reactive Resume–shaped export so you do not need a selected cloud “base resume” for profile and tailoring. PDF generation still performs a temporary import/print through RxResume when credentials are present.
+
+## Documentation
+
+| Resource | Contents |
+|----------|----------|
+| **`docs-site/`** | User-facing guides (build with `npm run docs:dev` from repo root) |
+| **`orchestrator/README.md`** | Orchestrator layout, endpoints, dev commands |
+| **`DEPLOY_GITEA_VM_CRON_TELEGRAM.md`** | VM/container deploy, cron, optional Telegram |
+| **`AGENTS.md`** | API/logging/SSE conventions for contributors and automation |
 
 ## Deploy, cron, Telegram
 
-See [DEPLOY_GITEA_VM_CRON_TELEGRAM.md](./DEPLOY_GITEA_VM_CRON_TELEGRAM.md) for VM or container deploy, scheduled `POST /api/pipeline/run`, and optional Telegram notifications.
+See **[DEPLOY_GITEA_VM_CRON_TELEGRAM.md](./DEPLOY_GITEA_VM_CRON_TELEGRAM.md)** for production deploy, scheduling `POST /api/pipeline/run`, and optional notifications.
+
+## Verification (CI parity)
+
+From the repo root, before merging substantial changes:
+
+```bash
+./orchestrator/node_modules/.bin/biome ci .
+npm run check:types:shared
+npm --workspace orchestrator run check:types
+npm --workspace orchestrator run build:client
+npm --workspace orchestrator run test:run
+```
+
+(Additional workspace typechecks apply in CI; see **`AGENTS.md`**.)
 
 ## License
 
-**AGPLv3 + Commons Clause** — self-host, use, and modify; you may not sell the software or offer paid hosting/support whose value substantially comes from this codebase. Details in [LICENSE](LICENSE).
+**AGPLv3 + Commons Clause** — you may self-host, use, and modify; you may not sell the software or offer paid hosting or support whose value substantially comes from this codebase. See [LICENSE](LICENSE).
diff --git a/orchestrator/src/client/pages/OrchestratorPage.test.tsx b/orchestrator/src/client/pages/OrchestratorPage.test.tsx
index ca7aeeb..e68ae00 100644
--- a/orchestrator/src/client/pages/OrchestratorPage.test.tsx
+++ b/orchestrator/src/client/pages/OrchestratorPage.test.tsx
@@ -204,7 +204,7 @@ vi.mock("./orchestrator/OrchestratorFilters", () => ({
   OrchestratorFilters: ({
     onTabChange,
     onOpenCommandBar,
-    onSourceFilterChange,
+    onSourceSelectionChange,
     onSponsorFilterChange,
     onSalaryFilterChange,
     onResetFilters,
@@ -214,7 +214,7 @@ vi.mock("./orchestrator/OrchestratorFilters", () => ({
   }: {
     onTabChange: (t: FilterTab) => void;
     onOpenCommandBar: () => void;
-    onSourceFilterChange: (source: string) => void;
+    onSourceSelectionChange: (include: string[], exclude: string[]) => void;
     onSponsorFilterChange: (value: string) => void;
     onSalaryFilterChange: (value: {
       mode: "at_least" | "at_most" | "between";
@@ -241,7 +241,10 @@ vi.mock("./orchestrator/OrchestratorFilters", () => ({
       >
         Set Sort
       </button>
-      <button type="button" onClick={() => onSourceFilterChange("linkedin")}>
+      <button
+        type="button"
+        onClick={() => onSourceSelectionChange(["linkedin"], [])}
+      >
         Set Source
       </button>
       <button type="button" onClick={() => onSponsorFilterChange("confirmed")}>
@@ -663,6 +666,9 @@ describe("OrchestratorPage", () => {
     fireEvent.click(screen.getByText("Reset Filters"));
     const locationText = screen.getByTestId("location").textContent || "";
     expect(locationText).not.toContain("source=");
+    expect(locationText).not.toContain("sourceExclude=");
+    expect(locationText).not.toContain("countries=");
+    expect(locationText).not.toContain("countriesExclude=");
     expect(locationText).not.toContain("sponsor=");
     expect(locationText).not.toContain("salaryMode=");
     expect(locationText).not.toContain("salaryMin=");
diff --git a/orchestrator/src/client/pages/OrchestratorPage.tsx b/orchestrator/src/client/pages/OrchestratorPage.tsx
index 50e5595..aab3eda 100644
--- a/orchestrator/src/client/pages/OrchestratorPage.tsx
+++ b/orchestrator/src/client/pages/OrchestratorPage.tsx
@@ -25,6 +25,7 @@ import { usePipelineControls } from "./orchestrator/usePipelineControls";
 import { usePipelineSources } from "./orchestrator/usePipelineSources";
 import { useScrollToJobItem } from "./orchestrator/useScrollToJobItem";
 import {
+  getCountriesWithJobs,
   getEnabledSources,
   getJobCounts,
   getSourcesWithJobs,
@@ -35,8 +36,12 @@ export const OrchestratorPage: React.FC = () => {
   const navigate = useNavigate();
   const {
     searchParams,
-    sourceFilter,
-    setSourceFilter,
+    sourcesFilter,
+    sourcesExcludeFilter,
+    setSourceSelection,
+    countriesFilter,
+    countriesExcludeFilter,
+    setCountrySelection,
     sponsorFilter,
     setSponsorFilter,
     workplaceFilter,
@@ -144,7 +149,10 @@ export const OrchestratorPage: React.FC = () => {
   const activeJobs = useFilteredJobs(
     jobs,
     activeTab,
-    sourceFilter,
+    sourcesFilter,
+    sourcesExcludeFilter,
+    countriesFilter,
+    countriesExcludeFilter,
     sponsorFilter,
     workplaceFilter,
     salaryFilter,
@@ -181,6 +189,31 @@ export const OrchestratorPage: React.FC = () => {
 
   const counts = useMemo(() => getJobCounts(jobs), [jobs]);
   const sourcesWithJobs = useMemo(() => getSourcesWithJobs(jobs), [jobs]);
+  const countriesWithJobs = useMemo(() => getCountriesWithJobs(jobs), [jobs]);
+
+  useEffect(() => {
+    if (isLoading) return;
+    if (countriesFilter.length === 0 && countriesExcludeFilter.length === 0)
+      return;
+    const validI = countriesFilter.filter((key) =>
+      countriesWithJobs.includes(key),
+    );
+    const validE = countriesExcludeFilter.filter((key) =>
+      countriesWithJobs.includes(key),
+    );
+    if (
+      validI.length === countriesFilter.length &&
+      validE.length === countriesExcludeFilter.length
+    )
+      return;
+    setCountrySelection(validI, validE);
+  }, [
+    isLoading,
+    countriesFilter,
+    countriesExcludeFilter,
+    countriesWithJobs,
+    setCountrySelection,
+  ]);
   const {
     selectedJobIds,
     canSkipSelected,
@@ -199,11 +232,27 @@ export const OrchestratorPage: React.FC = () => {
   });
 
   useEffect(() => {
-    if (isLoading || sourceFilter === "all") return;
-    if (!sourcesWithJobs.includes(sourceFilter)) {
-      setSourceFilter("all");
-    }
-  }, [isLoading, sourceFilter, setSourceFilter, sourcesWithJobs]);
+    if (isLoading) return;
+    if (sourcesFilter.length === 0 && sourcesExcludeFilter.length === 0) return;
+    const validI = sourcesFilter.filter((source) =>
+      sourcesWithJobs.includes(source),
+    );
+    const validE = sourcesExcludeFilter.filter((source) =>
+      sourcesWithJobs.includes(source),
+    );
+    if (
+      validI.length === sourcesFilter.length &&
+      validE.length === sourcesExcludeFilter.length
+    )
+      return;
+    setSourceSelection(validI, validE);
+  }, [
+    isLoading,
+    sourcesFilter,
+    sourcesExcludeFilter,
+    setSourceSelection,
+    sourcesWithJobs,
+  ]);
 
   const handleSelectJob = (id: string) => {
     handleSelectJobId(id);
@@ -268,6 +317,9 @@ export const OrchestratorPage: React.FC = () => {
       const nextParams = new URLSearchParams(searchParams);
       for (const key of [
         "source",
+        "sourceExclude",
+        "countries",
+        "countriesExclude",
         "sponsor",
         "salaryMode",
         "salaryMin",
@@ -386,8 +438,12 @@ export const OrchestratorPage: React.FC = () => {
             onOpenCommandBar={() => setIsCommandBarOpen(true)}
             isFiltersOpen={isFiltersOpen}
             onFiltersOpenChange={setIsFiltersOpen}
-            sourceFilter={sourceFilter}
-            onSourceFilterChange={setSourceFilter}
+            sourcesFilter={sourcesFilter}
+            sourcesExcludeFilter={sourcesExcludeFilter}
+            onSourceSelectionChange={setSourceSelection}
+            countriesFilter={countriesFilter}
+            countriesExcludeFilter={countriesExcludeFilter}
+            onCountrySelectionChange={setCountrySelection}
             sponsorFilter={sponsorFilter}
             onSponsorFilterChange={setSponsorFilter}
             workplaceFilter={workplaceFilter}
@@ -395,6 +451,7 @@ export const OrchestratorPage: React.FC = () => {
             salaryFilter={salaryFilter}
             onSalaryFilterChange={setSalaryFilter}
             sourcesWithJobs={sourcesWithJobs}
+            countriesWithJobs={countriesWithJobs}
             sort={sort}
             onSortChange={setSort}
             onResetFilters={resetFilters}
diff --git a/orchestrator/src/client/pages/orchestrator/OrchestratorFilters.test.tsx b/orchestrator/src/client/pages/orchestrator/OrchestratorFilters.test.tsx
index 474f29e..7818c9c 100644
--- a/orchestrator/src/client/pages/orchestrator/OrchestratorFilters.test.tsx
+++ b/orchestrator/src/client/pages/orchestrator/OrchestratorFilters.test.tsx
@@ -10,6 +10,8 @@ import type {
 } from "./constants";
 import { OrchestratorFilters } from "./OrchestratorFilters";
 
+type FiltersProps = ComponentProps<typeof OrchestratorFilters>;
+
 const originalScrollIntoView = HTMLElement.prototype.scrollIntoView;
 
 beforeAll(() => {
@@ -26,10 +28,8 @@ afterAll(() => {
   });
 });
 
-const renderFilters = (
-  overrides?: Partial<ComponentProps<typeof OrchestratorFilters>>,
-) => {
-  const props = {
+const renderFilters = (overrides?: Partial<FiltersProps>) => {
+  const props: FiltersProps = {
     activeTab: "ready" as FilterTab,
     onTabChange: vi.fn(),
     counts: {
@@ -39,8 +39,12 @@ const renderFilters = (
       all: 6,
     },
     onOpenCommandBar: vi.fn(),
-    sourceFilter: "all" as const,
-    onSourceFilterChange: vi.fn(),
+    sourcesFilter: [] as JobSource[],
+    sourcesExcludeFilter: [] as JobSource[],
+    onSourceSelectionChange: vi.fn(),
+    countriesFilter: [] as string[],
+    countriesExcludeFilter: [] as string[],
+    onCountrySelectionChange: vi.fn(),
     sponsorFilter: "all" as SponsorFilter,
     onSponsorFilterChange: vi.fn(),
     workplaceFilter: "all" as WorkplaceFilter,
@@ -52,6 +56,7 @@ const renderFilters = (
     },
     onSalaryFilterChange: vi.fn(),
     sourcesWithJobs: ["gradcracker", "linkedin", "manual"] as JobSource[],
+    countriesWithJobs: ["united kingdom"] as string[],
     sort: { key: "score", direction: "desc" } as JobSort,
     onSortChange: vi.fn(),
     onResetFilters: vi.fn(),
@@ -77,12 +82,23 @@ describe("OrchestratorFilters", () => {
   });
 
   it("updates source, sponsor, salary range, and sort from the drawer", async () => {
-    const { props } = renderFilters();
+    const { props, rerender } = renderFilters();
 
     fireEvent.click(screen.getByRole("button", { name: /^filters/i }));
 
     fireEvent.click(await screen.findByRole("button", { name: /linkedin/i }));
-    expect(props.onSourceFilterChange).toHaveBeenCalledWith("linkedin");
+    expect(props.onSourceSelectionChange).toHaveBeenCalledWith(
+      ["linkedin"],
+      [],
+    );
+
+    props.onSourceSelectionChange.mockClear();
+    rerender(<OrchestratorFilters {...props} sourcesFilter={["linkedin"]} />);
+    fireEvent.click(screen.getByRole("button", { name: /linkedin/i }));
+    expect(props.onSourceSelectionChange).toHaveBeenCalledWith(
+      [],
+      ["linkedin"],
+    );
 
     fireEvent.click(screen.getByRole("button", { name: "Potential sponsor" }));
     expect(props.onSponsorFilterChange).toHaveBeenCalledWith("potential");
@@ -134,6 +150,7 @@ describe("OrchestratorFilters", () => {
   it("resets filters and only shows sources present in jobs", async () => {
     const { props } = renderFilters({
       sourcesWithJobs: ["gradcracker", "manual"],
+      countriesWithJobs: [],
     });
 
     fireEvent.click(screen.getByRole("button", { name: /^filters/i }));
diff --git a/orchestrator/src/client/pages/orchestrator/OrchestratorFilters.tsx b/orchestrator/src/client/pages/orchestrator/OrchestratorFilters.tsx
index a37353f..053d0cf 100644
--- a/orchestrator/src/client/pages/orchestrator/OrchestratorFilters.tsx
+++ b/orchestrator/src/client/pages/orchestrator/OrchestratorFilters.tsx
@@ -1,5 +1,6 @@
 import { KbdHint } from "@client/components/KbdHint";
 import { getDisplayKey, SHORTCUTS } from "@client/lib/shortcut-map";
+import { formatCountryLabel } from "@shared/location-support";
 import type { JobSource } from "@shared/types.js";
 import { Filter, Search } from "lucide-react";
 import type React from "react";
@@ -41,8 +42,12 @@ interface OrchestratorFiltersProps {
   onTabChange: (value: FilterTab) => void;
   counts: Record<FilterTab, number>;
   onOpenCommandBar: () => void;
-  sourceFilter: JobSource | "all";
-  onSourceFilterChange: (value: JobSource | "all") => void;
+  sourcesFilter: JobSource[];
+  sourcesExcludeFilter: JobSource[];
+  onSourceSelectionChange: (include: JobSource[], exclude: JobSource[]) => void;
+  countriesFilter: string[];
+  countriesExcludeFilter: string[];
+  onCountrySelectionChange: (include: string[], exclude: string[]) => void;
   sponsorFilter: SponsorFilter;
   onSponsorFilterChange: (value: SponsorFilter) => void;
   workplaceFilter: WorkplaceFilter;
@@ -50,6 +55,7 @@ interface OrchestratorFiltersProps {
   salaryFilter: SalaryFilter;
   onSalaryFilterChange: (value: SalaryFilter) => void;
   sourcesWithJobs: JobSource[];
+  countriesWithJobs: string[];
   sort: JobSort;
   onSortChange: (sort: JobSort) => void;
   onResetFilters: () => void;
@@ -130,8 +136,12 @@ export const OrchestratorFilters: React.FC<OrchestratorFiltersProps> = ({
   onTabChange,
   counts,
   onOpenCommandBar,
-  sourceFilter,
-  onSourceFilterChange,
+  sourcesFilter,
+  sourcesExcludeFilter,
+  onSourceSelectionChange,
+  countriesFilter,
+  countriesExcludeFilter,
+  onCountrySelectionChange,
   sponsorFilter,
   onSponsorFilterChange,
   workplaceFilter,
@@ -139,6 +149,7 @@ export const OrchestratorFilters: React.FC<OrchestratorFiltersProps> = ({
   salaryFilter,
   onSalaryFilterChange,
   sourcesWithJobs,
+  countriesWithJobs,
   sort,
   onSortChange,
   onResetFilters,
@@ -154,9 +165,42 @@ export const OrchestratorFilters: React.FC<OrchestratorFiltersProps> = ({
     sourcesWithJobs.includes(source),
   );
 
+  const cycleSource = (source: JobSource) => {
+    const inInclude = sourcesFilter.includes(source);
+    const inExclude = sourcesExcludeFilter.includes(source);
+    let nextInclude = [...sourcesFilter];
+    let nextExclude = [...sourcesExcludeFilter];
+    if (!inInclude && !inExclude) {
+      nextInclude.push(source);
+    } else if (inInclude) {
+      nextInclude = nextInclude.filter((value) => value !== source);
+      nextExclude.push(source);
+    } else {
+      nextExclude = nextExclude.filter((value) => value !== source);
+    }
+    onSourceSelectionChange(nextInclude, nextExclude);
+  };
+
+  const cycleCountry = (countryKey: string) => {
+    const inInclude = countriesFilter.includes(countryKey);
+    const inExclude = countriesExcludeFilter.includes(countryKey);
+    let nextInclude = [...countriesFilter];
+    let nextExclude = [...countriesExcludeFilter];
+    if (!inInclude && !inExclude) {
+      nextInclude.push(countryKey);
+    } else if (inInclude) {
+      nextInclude = nextInclude.filter((value) => value !== countryKey);
+      nextExclude.push(countryKey);
+    } else {
+      nextExclude = nextExclude.filter((value) => value !== countryKey);
+    }
+    onCountrySelectionChange(nextInclude, nextExclude);
+  };
+
   const activeFilterCount = useMemo(
     () =>
-      Number(sourceFilter !== "all") +
+      Number(sourcesFilter.length > 0 || sourcesExcludeFilter.length > 0) +
+      Number(countriesFilter.length > 0 || countriesExcludeFilter.length > 0) +
       Number(sponsorFilter !== "all") +
       Number(workplaceFilter !== "all") +
       Number(
@@ -164,7 +208,10 @@ export const OrchestratorFilters: React.FC<OrchestratorFiltersProps> = ({
           (typeof salaryFilter.max === "number" && salaryFilter.max > 0),
       ),
     [
-      sourceFilter,
+      sourcesFilter.length,
+      sourcesExcludeFilter.length,
+      countriesFilter.length,
+      countriesExcludeFilter.length,
       sponsorFilter,
       workplaceFilter,
       salaryFilter.min,
@@ -246,8 +293,9 @@ export const OrchestratorFilters: React.FC<OrchestratorFiltersProps> = ({
                     )}
                   </SheetTitle>
                   <SheetDescription>
-                    Refine sources, sponsor status, workplace (remote), salary,
-                    and sorting.
+                    Refine sources and country: each button cycles off → include
+                    → exclude (red). Remote listings always bypass country
+                    filters. Sponsor, workplace, salary, and sort below.
                   </SheetDescription>
                 </SheetHeader>
 
@@ -262,24 +310,87 @@ export const OrchestratorFilters: React.FC<OrchestratorFiltersProps> = ({
                       <Button
                         type="button"
                         size="sm"
-                        variant={sourceFilter === "all" ? "default" : "outline"}
-                        onClick={() => onSourceFilterChange("all")}
+                        variant={
+                          sourcesFilter.length === 0 &&
+                          sourcesExcludeFilter.length === 0
+                            ? "default"
+                            : "outline"
+                        }
+                        onClick={() => onSourceSelectionChange([], [])}
                       >
                         All sources
                       </Button>
-                      {visibleSources.map((source) => (
+                      {visibleSources.map((source) => {
+                        const excluded = sourcesExcludeFilter.includes(source);
+                        const included = sourcesFilter.includes(source);
+                        return (
+                          <Button
+                            key={source}
+                            type="button"
+                            size="sm"
+                            variant={
+                              excluded
+                                ? "destructive"
+                                : included
+                                  ? "default"
+                                  : "outline"
+                            }
+                            onClick={() => cycleSource(source)}
+                          >
+                            {sourceLabel[source]}
+                          </Button>
+                        );
+                      })}
+                    </CardContent>
+                  </Card>
+
+                  <Card>
+                    <CardHeader className="pb-3">
+                      <CardTitle>Country</CardTitle>
+                    </CardHeader>
+                    <CardContent className="space-y-2">
+                      <p className="text-xs text-muted-foreground">
+                        Parsed from each job&apos;s location. Jobs marked remote
+                        in the listing always match include and exclude country
+                        rules.
+                      </p>
+                      <div className="flex flex-wrap gap-2">
                         <Button
-                          key={source}
                           type="button"
                           size="sm"
                           variant={
-                            sourceFilter === source ? "default" : "outline"
+                            countriesFilter.length === 0 &&
+                            countriesExcludeFilter.length === 0
+                              ? "default"
+                              : "outline"
                           }
-                          onClick={() => onSourceFilterChange(source)}
+                          onClick={() => onCountrySelectionChange([], [])}
                         >
-                          {sourceLabel[source]}
+                          All countries
                         </Button>
-                      ))}
+                        {countriesWithJobs.map((countryKey) => {
+                          const excluded =
+                            countriesExcludeFilter.includes(countryKey);
+                          const included = countriesFilter.includes(countryKey);
+                          return (
+                            <Button
+                              key={countryKey}
+                              type="button"
+                              size="sm"
+                              variant={
+                                excluded
+                                  ? "destructive"
+                                  : included
+                                    ? "default"
+                                    : "outline"
+                              }
+                              onClick={() => cycleCountry(countryKey)}
+                            >
+                              {formatCountryLabel(countryKey)}
+                            </Button>
+                          );
+                        })}
+                      </div>
                     </CardContent>
                   </Card>
 
diff --git a/orchestrator/src/client/pages/orchestrator/useFilteredJobs.test.ts b/orchestrator/src/client/pages/orchestrator/useFilteredJobs.test.ts
index 319bbed..68f0e7b 100644
--- a/orchestrator/src/client/pages/orchestrator/useFilteredJobs.test.ts
+++ b/orchestrator/src/client/pages/orchestrator/useFilteredJobs.test.ts
@@ -31,7 +31,10 @@ describe("useFilteredJobs", () => {
       useFilteredJobs(
         jobs,
         "all",
-        "all",
+        [],
+        [],
+        [],
+        [],
         "all",
         "all",
         { mode: "at_least", min: null, max: null },
@@ -59,7 +62,10 @@ describe("useFilteredJobs", () => {
       useFilteredJobs(
         jobs,
         "ready",
-        "all",
+        [],
+        [],
+        [],
+        [],
         "all",
         "all",
         { mode: "at_least", min: null, max: null },
@@ -88,7 +94,10 @@ describe("useFilteredJobs", () => {
       useFilteredJobs(
         jobs,
         "all",
-        "all",
+        [],
+        [],
+        [],
+        [],
         "confirmed",
         "all",
         { mode: "at_least", min: null, max: null },
@@ -114,7 +123,10 @@ describe("useFilteredJobs", () => {
       useFilteredJobs(
         jobs,
         "all",
-        "all",
+        [],
+        [],
+        [],
+        [],
         "all",
         "all",
         { mode: "between", min: 60000, max: 80000 },
@@ -143,7 +155,10 @@ describe("useFilteredJobs", () => {
       useFilteredJobs(
         jobs,
         "all",
-        "all",
+        [],
+        [],
+        [],
+        [],
         "all",
         "all",
         { mode: "at_least", min: null, max: null },
@@ -173,7 +188,10 @@ describe("useFilteredJobs", () => {
       useFilteredJobs(
         jobs,
         "all",
-        "all",
+        [],
+        [],
+        [],
+        [],
         "all",
         "remote",
         { mode: "at_least", min: null, max: null },
@@ -186,7 +204,10 @@ describe("useFilteredJobs", () => {
       useFilteredJobs(
         jobs,
         "all",
-        "all",
+        [],
+        [],
+        [],
+        [],
         "all",
         "not_remote",
         { mode: "at_least", min: null, max: null },
@@ -199,7 +220,10 @@ describe("useFilteredJobs", () => {
       useFilteredJobs(
         jobs,
         "all",
-        "all",
+        [],
+        [],
+        [],
+        [],
         "all",
         "unknown",
         { mode: "at_least", min: null, max: null },
@@ -208,4 +232,134 @@ describe("useFilteredJobs", () => {
     );
     expect(unknown.current.map((j) => j.id)).toEqual(["unknown"]);
   });
+
+  it("allows multiple source filters", () => {
+    const jobs: Job[] = [
+      { ...baseJob, id: "li", source: "linkedin" },
+      { ...baseJob, id: "in", source: "indeed" },
+      { ...baseJob, id: "gc", source: "gradcracker" },
+    ];
+
+    const { result } = renderHook(() =>
+      useFilteredJobs(
+        jobs,
+        "all",
+        ["linkedin", "indeed"],
+        [],
+        [],
+        [],
+        "all",
+        "all",
+        { mode: "at_least", min: null, max: null },
+        { key: "score", direction: "desc" },
+      ),
+    );
+    expect(result.current.map((j) => j.id).sort()).toEqual(["in", "li"]);
+  });
+
+  it("filters by country but always keeps remote listings", () => {
+    const jobs: Job[] = [
+      {
+        ...baseJob,
+        id: "uk-onsite",
+        location: "London, UK",
+        isRemote: false,
+      },
+      {
+        ...baseJob,
+        id: "us-remote",
+        location: "New York, NY, United States",
+        isRemote: true,
+      },
+      {
+        ...baseJob,
+        id: "us-onsite",
+        location: "New York, NY, United States",
+        isRemote: false,
+      },
+    ];
+
+    const { result } = renderHook(() =>
+      useFilteredJobs(
+        jobs,
+        "all",
+        [],
+        [],
+        ["united kingdom"],
+        [],
+        "all",
+        "all",
+        { mode: "at_least", min: null, max: null },
+        { key: "score", direction: "desc" },
+      ),
+    );
+    expect(result.current.map((j) => j.id).sort()).toEqual([
+      "uk-onsite",
+      "us-remote",
+    ]);
+  });
+
+  it("excludes by country but keeps remote listings", () => {
+    const jobs: Job[] = [
+      {
+        ...baseJob,
+        id: "uk-onsite",
+        location: "London, UK",
+        isRemote: false,
+      },
+      {
+        ...baseJob,
+        id: "uk-remote",
+        location: "London, UK",
+        isRemote: true,
+      },
+      {
+        ...baseJob,
+        id: "us-onsite",
+        location: "New York, United States",
+        isRemote: false,
+      },
+    ];
+
+    const { result } = renderHook(() =>
+      useFilteredJobs(
+        jobs,
+        "all",
+        [],
+        [],
+        [],
+        ["united kingdom"],
+        "all",
+        "all",
+        { mode: "at_least", min: null, max: null },
+        { key: "score", direction: "desc" },
+      ),
+    );
+    expect(result.current.map((j) => j.id).sort()).toEqual([
+      "uk-remote",
+      "us-onsite",
+    ]);
+  });
+
+  it("excludes sources", () => {
+    const jobs: Job[] = [
+      { ...baseJob, id: "li", source: "linkedin" },
+      { ...baseJob, id: "in", source: "indeed" },
+    ];
+    const { result } = renderHook(() =>
+      useFilteredJobs(
+        jobs,
+        "all",
+        [],
+        ["linkedin"],
+        [],
+        [],
+        "all",
+        "all",
+        { mode: "at_least", min: null, max: null },
+        { key: "score", direction: "desc" },
+      ),
+    );
+    expect(result.current.map((j) => j.id)).toEqual(["in"]);
+  });
 });
diff --git a/orchestrator/src/client/pages/orchestrator/useFilteredJobs.ts b/orchestrator/src/client/pages/orchestrator/useFilteredJobs.ts
index 1d46539..f5c373f 100644
--- a/orchestrator/src/client/pages/orchestrator/useFilteredJobs.ts
+++ b/orchestrator/src/client/pages/orchestrator/useFilteredJobs.ts
@@ -1,3 +1,4 @@
+import { inferCountryKeysFromJobLocation } from "@shared/search-cities";
 import type { JobListItem, JobSource } from "@shared/types";
 import { useMemo } from "react";
 import type {
@@ -19,7 +20,10 @@ const getSponsorCategory = (score: number | null): SponsorFilter => {
 export const useFilteredJobs = (
   jobs: JobListItem[],
   activeTab: FilterTab,
-  sourceFilter: JobSource | "all",
+  sourcesFilter: JobSource[],
+  sourcesExcludeFilter: JobSource[],
+  countriesFilter: string[],
+  countriesExcludeFilter: string[],
   sponsorFilter: SponsorFilter,
   workplaceFilter: WorkplaceFilter,
   salaryFilter: SalaryFilter,
@@ -46,8 +50,32 @@ export const useFilteredJobs = (
       filtered = filtered.filter((job) => job.closedAt == null);
     }
 
-    if (sourceFilter !== "all") {
-      filtered = filtered.filter((job) => job.source === sourceFilter);
+    if (sourcesFilter.length > 0) {
+      const allow = new Set(sourcesFilter);
+      filtered = filtered.filter((job) => allow.has(job.source));
+    }
+
+    if (sourcesExcludeFilter.length > 0) {
+      const deny = new Set(sourcesExcludeFilter);
+      filtered = filtered.filter((job) => !deny.has(job.source));
+    }
+
+    if (countriesFilter.length > 0) {
+      const allowCountries = new Set(countriesFilter);
+      filtered = filtered.filter((job) => {
+        if (job.isRemote === true) return true;
+        const jobCountries = inferCountryKeysFromJobLocation(job.location);
+        return jobCountries.some((key) => allowCountries.has(key));
+      });
+    }
+
+    if (countriesExcludeFilter.length > 0) {
+      const denyCountries = new Set(countriesExcludeFilter);
+      filtered = filtered.filter((job) => {
+        if (job.isRemote === true) return true;
+        const jobCountries = inferCountryKeysFromJobLocation(job.location);
+        return !jobCountries.some((key) => denyCountries.has(key));
+      });
     }
 
     if (sponsorFilter !== "all") {
@@ -106,7 +134,10 @@ export const useFilteredJobs = (
   }, [
     jobs,
     activeTab,
-    sourceFilter,
+    sourcesFilter,
+    sourcesExcludeFilter,
+    countriesFilter,
+    countriesExcludeFilter,
     sponsorFilter,
     workplaceFilter,
     salaryFilter,
diff --git a/orchestrator/src/client/pages/orchestrator/useOrchestratorFilters.test.tsx b/orchestrator/src/client/pages/orchestrator/useOrchestratorFilters.test.tsx
index d2720af..bddd9f2 100644
--- a/orchestrator/src/client/pages/orchestrator/useOrchestratorFilters.test.tsx
+++ b/orchestrator/src/client/pages/orchestrator/useOrchestratorFilters.test.tsx
@@ -1,4 +1,4 @@
-import { renderHook } from "@testing-library/react";
+import { act, renderHook } from "@testing-library/react";
 import type { ReactNode } from "react";
 import { MemoryRouter } from "react-router-dom";
 import { describe, expect, it } from "vitest";
@@ -39,4 +39,54 @@ describe("useOrchestratorFilters", () => {
       expect(result.current.sort).toEqual(DEFAULT_SORT);
     }
   });
+
+  it("parses multiple sources and countries from the query string", () => {
+    const { result } = renderHook(() => useOrchestratorFilters(), {
+      wrapper: createWrapper(
+        "/ready?source=indeed&source=linkedin&countries=united%20kingdom",
+      ),
+    });
+
+    expect(result.current.sourcesFilter).toEqual(["indeed", "linkedin"]);
+    expect(result.current.countriesFilter).toEqual(["united kingdom"]);
+  });
+
+  it("writes multiple sources and countries to the query string", () => {
+    const { result } = renderHook(() => useOrchestratorFilters(), {
+      wrapper: createWrapper("/ready"),
+    });
+
+    act(() => {
+      result.current.setSourceSelection(["indeed", "linkedin"], []);
+    });
+    act(() => {
+      result.current.setCountrySelection(["united kingdom", "canada"], []);
+    });
+
+    const params = result.current.searchParams;
+    expect(params.getAll("source").sort()).toEqual(["indeed", "linkedin"]);
+    expect(params.get("countries")).toBe("canada,united kingdom");
+  });
+
+  it("parses and writes country and source excludes", () => {
+    const { result } = renderHook(() => useOrchestratorFilters(), {
+      wrapper: createWrapper(
+        "/ready?sourceExclude=linkedin&countriesExclude=united%20kingdom",
+      ),
+    });
+    expect(result.current.sourcesExcludeFilter).toEqual(["linkedin"]);
+    expect(result.current.countriesExcludeFilter).toEqual(["united kingdom"]);
+
+    act(() => {
+      result.current.setSourceSelection(["indeed"], ["linkedin"]);
+    });
+    act(() => {
+      result.current.setCountrySelection(["canada"], ["united kingdom"]);
+    });
+    const params = result.current.searchParams;
+    expect(params.getAll("source")).toEqual(["indeed"]);
+    expect(params.getAll("sourceExclude")).toEqual(["linkedin"]);
+    expect(params.get("countries")).toBe("canada");
+    expect(params.get("countriesExclude")).toBe("united kingdom");
+  });
 });
diff --git a/orchestrator/src/client/pages/orchestrator/useOrchestratorFilters.ts b/orchestrator/src/client/pages/orchestrator/useOrchestratorFilters.ts
index 66b5a23..7eb45f7 100644
--- a/orchestrator/src/client/pages/orchestrator/useOrchestratorFilters.ts
+++ b/orchestrator/src/client/pages/orchestrator/useOrchestratorFilters.ts
@@ -1,4 +1,9 @@
-import type { JobSource } from "@shared/types.js";
+import { EXTRACTOR_SOURCE_IDS } from "@shared/extractors";
+import {
+  normalizeCountryKey,
+  SUPPORTED_COUNTRY_KEYS,
+} from "@shared/location-support";
+import type { JobSource } from "@shared/types";
 import { useCallback, useEffect, useMemo } from "react";
 import { useSearchParams } from "react-router-dom";
 import type {
@@ -38,6 +43,9 @@ const allowedWorkplaceFilters: WorkplaceFilter[] = [
   "unknown",
 ];
 
+const allowedJobSources = new Set<string>(EXTRACTOR_SOURCE_IDS);
+const allowedCountryKeys = new Set(SUPPORTED_COUNTRY_KEYS);
+
 export const useOrchestratorFilters = () => {
   const [searchParams, setSearchParams] = useSearchParams();
 
@@ -52,14 +60,109 @@ export const useOrchestratorFilters = () => {
     );
   }, [searchParams, setSearchParams]);
 
-  const sourceFilter =
-    (searchParams.get("source") as JobSource | "all") || "all";
-  const setSourceFilter = useCallback(
-    (source: JobSource | "all") => {
+  const { sourcesFilter, sourcesExcludeFilter } = useMemo(() => {
+    const rawInc = searchParams.getAll("source");
+    const include = rawInc
+      .map((value) => value.trim())
+      .filter(
+        (value): value is JobSource =>
+          Boolean(value) && allowedJobSources.has(value),
+      );
+    const includeSet = new Set(include);
+    const rawExc = searchParams.getAll("sourceExclude");
+    const exclude = rawExc
+      .map((value) => value.trim())
+      .filter(
+        (value): value is JobSource =>
+          Boolean(value) &&
+          allowedJobSources.has(value) &&
+          !includeSet.has(value),
+      );
+    return {
+      sourcesFilter: [...new Set(include)],
+      sourcesExcludeFilter: [...new Set(exclude)],
+    };
+  }, [searchParams]);
+
+  const setSourceSelection = useCallback(
+    (include: JobSource[], exclude: JobSource[]) => {
       setSearchParams(
         (prev) => {
-          if (source !== "all") prev.set("source", source);
-          else prev.delete("source");
+          prev.delete("source");
+          prev.delete("sourceExclude");
+          const inc = [
+            ...new Set(
+              include.filter((source) => allowedJobSources.has(source)),
+            ),
+          ].sort((left, right) => left.localeCompare(right));
+          const incSet = new Set(inc);
+          const exc = [
+            ...new Set(
+              exclude.filter(
+                (source) =>
+                  allowedJobSources.has(source) && !incSet.has(source),
+              ),
+            ),
+          ].sort((left, right) => left.localeCompare(right));
+          for (const source of inc) prev.append("source", source);
+          for (const source of exc) prev.append("sourceExclude", source);
+          return prev;
+        },
+        { replace: true },
+      );
+    },
+    [setSearchParams],
+  );
+
+  const { countriesFilter, countriesExcludeFilter } = useMemo(() => {
+    const parseList = (raw: string | null) => {
+      if (!raw?.trim()) return [];
+      return raw
+        .split(",")
+        .map((segment) => normalizeCountryKey(segment.trim()))
+        .filter((key) => key && allowedCountryKeys.has(key));
+    };
+
+    const include = [...new Set(parseList(searchParams.get("countries")))];
+    const includeSet = new Set(include);
+    const excludeRaw = parseList(searchParams.get("countriesExclude"));
+    const exclude = [
+      ...new Set(excludeRaw.filter((key) => !includeSet.has(key))),
+    ];
+    return {
+      countriesFilter: include.sort((left, right) => left.localeCompare(right)),
+      countriesExcludeFilter: exclude.sort((left, right) =>
+        left.localeCompare(right),
+      ),
+    };
+  }, [searchParams]);
+
+  const setCountrySelection = useCallback(
+    (includeKeys: string[], excludeKeys: string[]) => {
+      setSearchParams(
+        (prev) => {
+          const inc = [
+            ...new Set(
+              includeKeys
+                .map((key) => normalizeCountryKey(key))
+                .filter((key) => key && allowedCountryKeys.has(key)),
+            ),
+          ].sort((left, right) => left.localeCompare(right));
+          const incSet = new Set(inc);
+          const exc = [
+            ...new Set(
+              excludeKeys
+                .map((key) => normalizeCountryKey(key))
+                .filter(
+                  (key) =>
+                    key && allowedCountryKeys.has(key) && !incSet.has(key),
+                ),
+            ),
+          ].sort((left, right) => left.localeCompare(right));
+          if (inc.length === 0) prev.delete("countries");
+          else prev.set("countries", inc.join(","));
+          if (exc.length === 0) prev.delete("countriesExclude");
+          else prev.set("countriesExclude", exc.join(","));
           return prev;
         },
         { replace: true },
@@ -192,6 +295,9 @@ export const useOrchestratorFilters = () => {
     setSearchParams(
       (prev) => {
         prev.delete("source");
+        prev.delete("sourceExclude");
+        prev.delete("countries");
+        prev.delete("countriesExclude");
         prev.delete("sponsor");
         prev.delete("workplace");
         prev.delete("salaryMode");
@@ -207,8 +313,12 @@ export const useOrchestratorFilters = () => {
 
   return {
     searchParams,
-    sourceFilter,
-    setSourceFilter,
+    sourcesFilter,
+    sourcesExcludeFilter,
+    setSourceSelection,
+    countriesFilter,
+    countriesExcludeFilter,
+    setCountrySelection,
     sponsorFilter,
     setSponsorFilter,
     workplaceFilter,
diff --git a/orchestrator/src/client/pages/orchestrator/utils.ts b/orchestrator/src/client/pages/orchestrator/utils.ts
index 10428aa..816c472 100644
--- a/orchestrator/src/client/pages/orchestrator/utils.ts
+++ b/orchestrator/src/client/pages/orchestrator/utils.ts
@@ -1,3 +1,5 @@
+import { formatCountryLabel } from "@shared/location-support";
+import { inferCountryKeysFromJobLocation } from "@shared/search-cities";
 import type { AppSettings, JobListItem, JobSource } from "@shared/types";
 import type { FilterTab, JobSort } from "./constants";
 import {
@@ -165,6 +167,22 @@ export const getSourcesWithJobs = (jobs: JobListItem[]): JobSource[] => {
   return orderedFilterSources.filter((source) => seen.has(source));
 };
 
+export const getCountriesWithJobs = (jobs: JobListItem[]): string[] => {
+  const seen = new Set<string>();
+  for (const job of jobs) {
+    for (const key of inferCountryKeysFromJobLocation(job.location)) {
+      seen.add(key);
+    }
+  }
+  return [...seen].sort((left, right) =>
+    formatCountryLabel(left).localeCompare(
+      formatCountryLabel(right),
+      undefined,
+      { sensitivity: "base" },
+    ),
+  );
+};
+
 export const getEnabledSources = (
   settings: AppSettings | null,
 ): JobSource[] => {
diff --git a/shared/src/search-cities.test.ts b/shared/src/search-cities.test.ts
index f75d630..a3512cc 100644
--- a/shared/src/search-cities.test.ts
+++ b/shared/src/search-cities.test.ts
@@ -1,6 +1,7 @@
 import { describe, expect, it } from "vitest";
 import {
   inferCountryKeyFromSearchGeography,
+  inferCountryKeysFromJobLocation,
   matchesRequestedCity,
   parseSearchCitiesSetting,
   resolveSearchCities,
@@ -77,6 +78,20 @@ describe("search-cities", () => {
     expect(inferCountryKeyFromSearchGeography(null, null)).toBeNull();
   });
 
+  it("infers country keys from job location strings", () => {
+    expect(inferCountryKeysFromJobLocation("London, UK")).toEqual([
+      "united kingdom",
+    ]);
+    expect(inferCountryKeysFromJobLocation("Toronto, Canada")).toEqual([
+      "canada",
+    ]);
+    expect(inferCountryKeysFromJobLocation("United Kingdom")).toEqual([
+      "united kingdom",
+    ]);
+    expect(inferCountryKeysFromJobLocation(null)).toEqual([]);
+    expect(inferCountryKeysFromJobLocation("Remote")).toEqual([]);
+  });
+
   it("applies strict filter only when city differs from country", () => {
     expect(shouldApplyStrictCityFilter("Leeds", "united kingdom")).toBe(true);
     expect(shouldApplyStrictCityFilter("UK", "united kingdom")).toBe(false);
diff --git a/shared/src/search-cities.ts b/shared/src/search-cities.ts
index c41428a..7940921 100644
--- a/shared/src/search-cities.ts
+++ b/shared/src/search-cities.ts
@@ -36,6 +36,26 @@ export function inferCountryKeyFromSearchGeography(
   return null;
 }
 
+/**
+ * Parses a job listing location string and returns normalized country keys
+ * (e.g. "London, UK" → ["united kingdom"]). Empty when no supported country tokens.
+ */
+export function inferCountryKeysFromJobLocation(
+  location: string | null | undefined,
+): string[] {
+  if (!location?.trim()) return [];
+  const keys = new Set<string>();
+  for (const segment of location.split(/[,;|]/)) {
+    const trimmed = segment.trim();
+    if (!trimmed) continue;
+    const key = normalizeCountryKey(trimmed);
+    if (supportedCountryKeySet.has(key)) keys.add(key);
+  }
+  const whole = normalizeCountryKey(location);
+  if (supportedCountryKeySet.has(whole)) keys.add(whole);
+  return [...keys];
+}
+
 export function parseSearchCitiesSetting(
   value: string | null | undefined,
 ): string[] {