2. Business Ideas Extracted
These companies are actively hiring, which signals product-market fit and revenue. Here are the validated market opportunities and bootstrappable ideas they reveal.
1. Developer Tools & Infrastructure
- Code Review / PR Tooling
- Signal: Graphite (NYC, hiring senior engineers) builds better code review workflows. PostHog (remote, hiring across the board) does product analytics with feature flags and session replay. Conductor (SF, used by Stripe/Vercel/Notion) builds coding agents.
Idea: Build a lightweight, open-source code review tool or a PR analytics dashboard. The fact that multiple well-funded companies exist in this space means the market is large enough for niche players (e.g., code review for solo devs / small teams, or a simpler alternative to LinearB). - AI Inference & GPU Infrastructure
- Signal: Baseten ($300M Series E), Modal (SF/NYC/Stockholm), Engineering Square ($175K+ for AI engineers). All building platforms to deploy and run AI models.
Idea: GPU broker / spot instance aggregator for indie developers. Or: a simple "Heroku for AI models" targeting bootstrappers who can't afford Baseten pricing. Simpler deployment, fewer features, much cheaper. - Game Server Hosting
- Signal: Normcore.io ($100K-$140K, 1B+ multiplayer games) and Realm.fun (profitable, bootstrapped) both in this space.
Idea: Niche game server hosting for specific games or regions (EU-focused, or targeting indie game devs specifically). The market clearly supports multiple players. - Security Data Pipelines
- Signal: Tenzir (EU, open-core C++23/26 security data pipeline), Artemis (stealth AI-security, $200K-$250K salaries).
Idea: Lightweight SIEM or log aggregation tool for small security teams. Open-source core with paid cloud hosting. The Sentry-for-security-logs opportunity.
2. AI + Vertical SaaS (Proven Demand)
- AI for Legal
- Signal: Midpage ($170K-$240K, legal data cataloging), Jurata (Zurich, LegalTech). Both hiring actively.
Idea: Legal document search / summarization tool for small law firms. The legal industry is massive, slow to adopt tech, and willing to pay premium prices. A focused tool for contract review or case law search could be bootstrapped. - AI for Healthcare Billing
- Signal: Sheer Health (NYC, $60K-$190K, healthcare billing/insurance), Layer Health (Boston/NYC, clinical registry), Neon Health (profitable, 7-figure contracts), BillionToOne (NASDAQ, $300M revenue).
Idea: Healthcare billing is a massive pain point. A focused tool for small clinics to verify insurance, auto-code procedures, or appeal denied claims. Even a simple claims status tracker could work. - AI for B2B Sales Intelligence
- Signal: Lantern (NYC, AI revenue intelligence for B2B sales), Electric Twin ($14M Series A, customer audience simulations).
Idea: Lightweight sales intelligence for bootstrappers — a tool that monitors your prospects' job postings, funding announcements, and tech stack changes to identify buying signals. Much cheaper than Lantern's enterprise play. - AI for Education
- Signal: PrairieLearn (bootstrapped, profitable, hiring), Marker Learning (Series B, A16Z-backed), Memorang ($5M), Doowii (AI for education analytics).
Idea: AI-powered quiz/flashcard generator for specific niches (medical students, coding bootcamps, language learning). PrairieLearn proves the assessment market supports bootstrapped companies. - AI for Hotel / Hospitality
- Signal: Folio (hotel procurement AI, $400B market).
Idea: Hotel procurement is a massive, underdigitized market. A simple tool for small hotels to compare supplier prices or automate purchase orders.
3. Real-World / Physical Tech
- Construction / Building Robotics
- Signal: MONUMENTAL (Amsterdam, hiring both months — autonomous bricklaying robots, already earning revenue), Charge Robotics (SF, solar farm robots, YC Series A).
Idea: Software side: construction project management with robotics integration, or a marketplace connecting construction companies with robotic services. The hiring in both months signals real traction. - Parking / Urban Mobility
- Signal: JustPark (London, parking solutions), Replica (NYC, mobility data for urban planning).
Idea: Parking availability API or a "Google Maps for parking" in specific cities. Or: urban mobility analytics dashboards for city planners (sell to municipalities).
4. Financial Services / Fintech
- Bitcoin / Crypto Financial Services
- Signal: River ($150K-$250K, profitable, 25,000+ BTC in custody). Category Labs ($225M Series A, Paradigm-led).
Idea: Bitcoin-focused financial tools for individuals: tax reporting, portfolio tracking, DCA automation. River's profitability proves the market pays. - Small Business Finance
- Signal: Found (SF/NYC, financial tooling for small business owners), Nova Credit (YC-backed, financial inclusion).
Idea: Simple bookkeeping / expense tracking for freelancers and micro-businesses. The "Wave Accounting but with AI" opportunity. - Investment Research
- Signal: YCharts ($140K-$180K, AI-focused investment research using OpenAI/Anthropic/Pinecone).
Idea: AI-powered stock screener or investment research tool for retail investors. Much cheaper than Bloomberg, more sophisticated than free tools.
5. European Opportunities
- EU-Based Developer Tools
- Signal: Multiple European companies hiring: Comper (Utrecht), MONUMENTAL (Amsterdam), Moyai (Amsterdam), UbiOps (The Hague), Schema Labs (Athens), Visoid (Oslo), Spiich Labs (Stockholm), Teamtailor (Sweden), Tenzir (EU remote), DeepL (Berlin/London), Count (UK/EU remote).
Idea: EU-first SaaS in any category with GDPR as a feature, not a burden. The concentration of EU hiring shows European tech is thriving. Data sovereignty and EU compliance are selling points that US-first companies struggle with. - Municipal / Civic Tech
- Signal: Schema Labs / OpenCouncil (Athens, €55K-65K, municipal council transparency platform).
Idea: Open data tools for EU municipalities — meeting transcription, document search, citizen engagement. EU public procurement is a huge market and governments are mandated to digitize.
6. Bootstrappable Picks (Low Capital, Proven Demand)
| Idea | Why It Works | Validated By | Bootstrap Potential |
|---|---|---|---|
| Open-source assessment platform | PrairieLearn is bootstrapped and hiring | PrairieLearn | High — open core model |
| Lightweight AI deployment (self-hosted) | Baseten, Modal charge enterprise prices | Baseten, Modal, UbiOps | High — undercut on price |
| EU-first analytics / observability | GDPR compliance is a moat | PostHog, Tenzir | High — regulatory advantage |
| B2B wholesale e-commerce tools | RepSpark hiring across all levels | RepSpark | Medium — niche but proven |
| Web scraping SaaS | Charted Sea paying $80K-$120K + revenue bonus | Charted Sea | High — recurring revenue |
| Architectural visualization | Visoid has 6M+ visualizations, Arcol raised for 3D arch tools | Visoid, Arcol | Medium — technical moat |
| AI sales assistant / meeting notes | Lantern and Spiich Labs both hiring | Lantern, Spiich Labs | High — LLM API costs dropping |
| Rental property platform | OpenRent is profitable, hiring in London | OpenRent | Medium — local/regional play |
3. March 2026
Source: Ask HN: Who is hiring? (March 2026)
| Company | Roles | Location | Salary | Stack / Notes |
|---|---|---|---|---|
| Adobe | Staff Software Engineer (Backend Realtime CDP) | San Jose / NYC / SF | $178K–$258K + equity | Java, Scala, Kafka, Spark, Flink. 8+ yrs exp. |
| any2any | Backend, Frontend, App, Support, Test Engineers | Munich, Germany (onsite) | Kotlin, PHP, Angular, React Native. Access/visitor management. | |
| Baseten Labs | Solution Architect, AI Solutions Engineer, Forward Deployed SRE | SF / NYC (onsite/remote/hybrid) | AI inference platform. $300M Series E (BOND, IVP, Greylock). | |
| Beautiful.ai | Multiple engineering positions | Remote (US & Canada) | $120K–$250K + equity | SaaS B2B presentation software. Series B. |
| BillionToOne (NASDAQ: BLLN) | Senior Software Engineers | Menlo Park (hybrid 2–3 days) | $280K–$307K + equity | Python, Django, React, TypeScript, AWS. Molecular diagnostics, $300M revenue. |
| Category Labs | Technical Program Manager, Senior SWE (Compiler) | Remote / NYC | $200K+ | Blockchain systems. $225M Series A (Paradigm-led). |
| Comper | Software Engineer #2 (Frontend focus) | Utrecht, Netherlands | €80–110K + equity | Zoomable canvas for software landscapes. |
| Conductor | Software Engineers, Designers | San Francisco (onsite) | Coding agents for Mac. Used by Stripe, Vercel, Notion. | |
| Electric Twin | Engineers (multiple) | London (hybrid 4 days/week) | Customer audience simulations. $14M Series A. | |
| Engineering Square | AI Engineer | San Francisco (onsite) | $175K + equity | Python, C++, Java, C#. GPU infrastructure focus. |
| FetLife | Head of Engineering/Infrastructure, Senior DevOps | Remote | $115K–$272K | Rails, Vue.js, Rust, MySQL, PostgreSQL, ScyllaDB. 12M+ members. |
| Flux.ai | Senior Platform, Frontend, Agentic Products, DevOps Engineers | San Francisco (onsite) | TypeScript, React, Node.js, Rust. Browser-based EDA. | |
| JustPark | Lead Full-Stack Engineer | London, UK (hybrid 2 days) | React, TypeScript, PHP, Laravel. Parking solutions. | |
| Lantern | Senior/Junior/New Grad Software Engineers | NYC (4 days/week onsite) | Python, FastAPI, Next.js, React. AI revenue intelligence for B2B sales. | |
| Layer Health | Fullstack, ML Infrastructure (Staff+), ML Engineer, Security Engineer | Boston / NYC (hybrid, no remote) | React, TypeScript, Python, GCP. Clinical registry abstraction. MIT/Harvard founders. | |
| Level 12 | Full Stack Web Developer (Mid & Senior) | Remote | $95K–$145K+ | Python, JavaScript, SQL. Software consulting. 92%+ test coverage. |
| Marker Learning | Lead Full-Stack Engineer | Remote (US only) | $185K–$250K | React, Node.js, TypeScript. Learning disability assessments. Series B (Reach/A16Z). |
| MixRank (YC S11) | Junior & Senior Software Engineers | Remote (Global) | Petabyte-scale data. Customers: Google, Amazon, Facebook. Employee-owned. | |
| MONUMENTAL | Software Engineers (multiple roles) | Amsterdam, Netherlands (onsite) | Autonomous bricklaying robots. Revenue-generating. | |
| Moyai | Founding Platform Engineer | Amsterdam (onsite) | €60K–100K + equity | AI agent observability. Nvidia Inception member. |
| Neon Health | Senior Backend Engineer, Account Exec, Growth Specialist | SF / Remote (North America) | $105K–$350K + equity | Healthcare AI. Profitable. 7-figure contracts. |
| Normcore.io | Senior SWE (Kubernetes/DevOps), Head of Strategic Finance | Remote (PT/ET hours) | $100K–$140K | Kubernetes, TypeScript, Node, Postgres. Game server hosting. 1B+ games. |
| Nova Credit | Software Engineers (Mid to Staff) | Remote (US, Canada) | Node.js, React, TypeScript, Python, PostgreSQL, AWS. YC-backed financial inclusion. | |
| OpenRent | Lead Product Designer, Senior Full-Stack Engineer | London (hybrid) | £75K–£110K+ | UK rental platform. £50B+ lettings. Profitable. |
| PostHog | Product Engineers, Backend Engineers, Technical AMs | Remote (GMT-8 to GMT+2) | Product analytics, feature flags, session replay. Public handbook. | |
| PrairieLearn | Full-Stack Software Engineer | Remote (US only) | $100K–$140K | Node.js, TypeScript, React, Postgres. Open-source assessment platform. Bootstrapped. |
| Prior Labs | ML Engineers, Research Scientists, Full Stack Engineers | Berlin / Freiburg / NYC (onsite & remote EU) | TabPFN foundation model. Nature publication. 3M+ downloads. | |
| River | Senior + Staff Engineers (Elixir, React, ML/AI) | SF / NYC / Remote (US, Europe, South America) | $150K–$250K + equity | Bitcoin financial institution. Profitable. 25,000+ BTC custody. |
| Schema Labs (OpenCouncil) | Civic Tech Software Engineer | Athens, Greece (hybrid) | €55K–65K | TypeScript, Next.js, React, PostgreSQL, Elasticsearch. Municipal council transparency. |
| Sesame | ML Engineers, Product Designers, iOS/Android Engineers | SF / NYC / Bellevue | Voice-based personal agents. Founders from Oculus, Meta, Google, Apple. | |
| Sheer Health | Fullstack, Backend/Data, Browser Automation, PM, Sales | New York (onsite) | $60K–$190K + equity | Healthcare billing/insurance platform. |
| Softmax | Software Engineer | San Francisco (onsite) | Multi-agent AI environments. Founded by Emmett Shear (Twitch/OpenAI). | |
| Spiich Labs | Founding Design & Frontend Engineer | Stockholm (onsite) | React, TypeScript, Tailwind. AI sales assistant. Visa sponsorship. | |
| Temporal Technologies | Multiple senior positions | US (Remote) | Scalable application platform. Top VC-backed. | |
| UbiOps | Junior/Medior DevOps, Python Engineers | The Hague, Netherlands (hybrid) | €45K–€70K + stock | Python, React, Kubernetes, Helm. AI deployment platform. |
| Uncountable | Full-Stack Engineers, LLM Applications Engineers | NY / SF / London / Munich (onsite) | $130K–$220K + equity | R&D acceleration for materials/chemicals. Profitable since 2016. |
| Visoid | Software Engineer | Oslo, Norway (onsite) | €55–80K | TypeScript, Vue, Nuxt. Architect visualization. 6M+ visualizations. |
| Wayward | NY-based Engineers | New York (hybrid) | Brand-creator connections. Founder with $1B+ exits. | |
| YCharts | Software Engineer (AI focus) | Remote (US only) | $140K–$180K | FastAPI, Django, Angular, Pinecone, OpenAI, Anthropic. Investment research. |
| yeet | Rust/Backend Engineers | Chicago / Remote | Linux BPF runtime. Distributed systems. |
4. February 2026
Source: Ask HN: Who is hiring? (February 2026)
| Company | Roles | Location | Salary | Stack / Notes |
|---|---|---|---|---|
| Apple | Senior Software Engineer (Transparency) | Cupertino, CA (onsite 3 days/week) | Backend systems ensuring integrity of high-profile Apple features. | |
| Arcol | Senior Software Engineer | NYC / SF / Remote (US/Canada) | TypeScript, Rust, WebAssembly, WebGL. 3D architectural design tool. | |
| Arizona Optical Metrology (AOM) | Software Engineer | Tucson, AZ (onsite) | Python (NumPy/SciPy/OpenCV), Rust. Computer vision for metrology. | |
| Artemis | Staff/Principal Product, Backend, Distributed Systems Engineers | NYC | $200K–$250K + equity | Python/Node/Rust, React/TS, Kafka, ClickHouse, AWS. Stealth AI-security. |
| Atomic Tessellator | CBO, Frontend Engineer, Design/Generalist/Materials Scientist | Remote (UTC+12, New Zealand) | Atomic-level materials simulation for aerospace/defense. | |
| Beautiful.ai | Platform Engineer, Software Engineer, Staff | Remote (US & Canada) | $120K–$250K + equity | SaaS B2B presentation software. Series B. |
| Charge Robotics | Senior Robotics SWE, Senior Mechanical Engineer | SF Bay Area (onsite) | Robots that build large-scale solar farms. YC-backed, Series A. | |
| Charted Sea | Senior Product & Platform Engineer | Remote (Hong Kong timezone) | $80K–$120K + revenue bonus | TypeScript, Rust, Go, PyTorch, PostgreSQL, Redis. Web scraping SaaS. |
| Cloudflare | Rust/DB Engineers | SF / Austin / Seattle / NYC / London / Lisbon | Data Platform, streaming ingest, query engines. | |
| Count | Senior Software Engineer | Remote (UK/Europe/US East Coast) | £100K–£140K + equity | TypeScript, Python, Node.js, WebAssembly, WebGL, DuckDB, Kubernetes. Analytics canvas. |
| CVector | Software Engineers, Senior Research Engineer | New York City (onsite) | Real-time economic optimization and AI for energy/manufacturing. | |
| DeepL | Backend, Full Stack, Platform, SRE, Analytics, Security, Research, Product | London / Berlin / Munich / NYC (hybrid) | AI-powered language translation platform. | |
| Doowii | Senior Backend (AI Product), Full-stack (AI), Implementation Engineers | Remote (US) | Python, TypeScript, LLM tool-calling/RAG, GCP. AI for education analytics. | |
| Doubling | Software Engineer (Contract) | Chicago / Remote (US) | React Native, cloud infrastructure. Consumer mobile health. 1099 contract. | |
| Dragonfly | Founding Product Engineers | Remote (frequent London trips) | AI operating layer for GenAI adoption. | |
| DuckDuckGo | Privacy Engineer, Security Engineer, Product Researcher, VP BD, CloudOps | Remote | $179K–$320K + equity | Search engine and privacy platform. |
| Engineering Square | AI Engineer | San Francisco (onsite) | $175K + equity | Python, C++, Java, C#, Docker, GPU infrastructure. |
| Enveritas | Backend Software Engineer | Remote (Global) | $135K–$155K | Python, PostgreSQL/PostGIS, Docker, AWS, Terraform. Nonprofit, coffee supply chain. |
| Folio | Backend/Product Engineers | Remote (US) | Rails, React, TypeScript, PostgreSQL, AWS, Elasticsearch. Hotel procurement AI ($400B market). | |
| Found | Engineering (EM and IC), Data | SF / NYC / Remote (US/Canada) | Ruby on Rails, React/TypeScript, MySQL, Spanner, Kubernetes. Small business finance. | |
| FreightRoll | Software Engineer | Remote (US only) | $150K–$175K + equity | Elixir/Erlang, Postgres, Python, React. AI-first logistics. |
| Fusionbox | Python + TypeScript Engineers | Remote (US) | Django, React, PostgreSQL. Enterprise software, web security. | |
| FUTO | Senior Infrastructure & Platform Engineer (Immich) | Austin, TX / Remote | Cloud infrastructure, bare-metal servers, end-to-end encryption. | |
| Graphite | Senior Software Engineers | New York, NY (Soho) | Code review tools for creating, reviewing, and merging code. | |
| Herakles | Founding Engineer | Munich / Remote | Equity | YOLOv8, Qualcomm QRB5165. Defense startup, counter-drone autonomous systems. |
| Jurata | Software Engineer (Frontend/Fullstack) | Zurich, Switzerland (onsite) | TypeScript, Next.js, Nest.js, Python, MongoDB. LegalTech. | |
| Memorang | Founding TPMs, Agent Engineers, Product Designer, Staff/Senior Engineers | Los Angeles (hybrid) | Vercel, Supabase, Neo4j, Langchain, Expo. "Vercel + Shopify for EdTech." $5M funding. | |
| Midpage | Senior Software/Data Engineer | NYC preferred / Remote | $170K–$240K + equity | Python, Postgres. Legal data cataloging platform. |
| Modal | Software Engineers (Product, System, SDK) | SF / NYC / Stockholm (onsite) | Serverless cloud for AI companies. Observability tooling. | |
| MONUMENTAL | Multiple software engineering positions | Amsterdam, Netherlands (onsite) | Autonomous construction robots. | |
| Neurotone.ai | Product Manager (Mobile-First App) | Remote | AI auditory training for hearing disabilities. | |
| Peregrine | EM, Staff SWE (AI/Security), Senior Infra, SWE, Designer, PM | SF / NYC / DC / UK (in-office) | $130K–$275K | Data engagement and analytics platform. |
| PMG | Developers, Data Scientists, Engineering Managers | Dallas / NYC | Large-scale marketing technology platform. | |
| PostHog | Product Engineers, Backend Engineers, Technical AMs | Remote (GMT-8 to GMT+2) | Product analytics. ClickHouse. Public handbook. | |
| PrairieLearn | Full-Stack Software Engineer | Remote (US only) | $100K–$140K + stock | Node.js/TypeScript, Postgres, AWS, React. Open-source assessment. Bootstrapped. |
| Realm.fun | Full-Stack Engineer | Remote (EU timezone preferred) | TypeScript, Astro 5, Tailwind, Supabase, PostgreSQL, Docker, K8s. Game server hosting. Profitable. | |
| Replica | Software Engineer (Applications & Platform) | New York City (hybrid) | TypeScript, React, Node, Python, PostgreSQL/PostGIS, BigQuery. Mobility data for urban planning. | |
| RepSpark | Junior/Senior/Staff Product Engineers, EM | Remote (US) | C#/.NET, GraphQL, React, TypeScript, PostgreSQL, AWS. B2B wholesale e-commerce. | |
| RINSE | Software Engineer | Remote / US cities / Toronto | Django, Python, React, TypeScript, Postgres, React Native. Laundry logistics. | |
| Songscription | Founding Fullstack Engineer | San Francisco (onsite) | AI music transcription. $5M funding. | |
| Splash Tech | FE/Fullstack Mid-Senior/Senior | Remote (EU CET ±2) | Java, Python, TypeScript, Angular, SQL. Free-to-play gaming platform. | |
| Stack Influence | Senior Full Stack, Product Designer, Technical PM | Remote (Worldwide) | $125K–$225K | React, Node.js, Next.js, Azure. Creator marketplace. 4-day work week. |
| Stellar Science | Software Engineers, Interns/Co-ops | Albuquerque / Washington DC / Dayton (hybrid) | C++23, Qt 6.9, CMake, OpenGL, CUDA, Python. Space situational awareness. US citizenship req. | |
| Teamtailor | AI Product Developer | Remote (EU) / Hybrid (Sweden) | Ruby on Rails, Ember.js, TypeScript. ATS platform. Bootstrapped scale-up. | |
| Tenzir | Software Engineer (Core Engine & Product), AE, Solutions Engineer | Remote (EU timezones) | C++23/26, TypeScript, Python, Apache Arrow. Security data pipeline. Open-core. | |
| TextQL | Senior Software Engineer (Platform & Infrastructure) | New York City (onsite) | $200K–$400K TC | Go, Haskell, TypeScript, DuckDB, Trino, PostgreSQL. Agentic data lakehouse. |
| Uncountable | Full-Stack Engineers, LLM Applications Engineers | NY / SF / London / Munich (onsite) | $130K–$220K + equity | R&D acceleration for materials/chemicals. Profitable since 2016. |
| Wolf Games | Software Engineer (3+ years) | Remote (US) | TypeScript, Phaser, Pixi.js, Three.js. Web game development. |