{"id":1843378,"url":"https://alion.io/job/ambrook-software-engineer-ai-2","title":"Software Engineer, AI","company":{"id":7524,"name":"Ambrook","domain":"ambrook.com","url":"https://alion.io/company/ambrook","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Ashby","truth_index":null},"role":"Backend","role_family":"Backend","seniority":null,"employment_type":"full_time","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["San Francisco, United States","New York, United States","Denver, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":115000,"max":280000,"currency":"USD","period":"year","gross":null,"usd_annual":280000},"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Anthropic","optional":false},{"name":"Braintrust","optional":false},{"name":"Embeddings","optional":false},{"name":"Fine-tuning","optional":false},{"name":"Gemini","optional":false},{"name":"Human-in-the-Loop","optional":false},{"name":"LLM","optional":false},{"name":"Notion","optional":false},{"name":"OpenAI","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"TypeScript","optional":false},{"name":"Vercel","optional":false},{"name":"Vercel AI SDK","optional":false},{"name":"BigQuery","optional":true},{"name":"Firestore","optional":true},{"name":"GCP","optional":true},{"name":"Google BigQuery","optional":true},{"name":"JavaScript","optional":true},{"name":"Next.js","optional":true},{"name":"React.js","optional":true}],"status":"live","first_seen_at":"2026-10-04T19:06:27Z","employer_posted_date":"2026-10-04","last_verified_at":"2026-10-07T23:48:39Z","board_verified":true,"closed_at":null,"days_open":3,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":3},"description":"Ambrook helps American family-run businesses become more profitable and resilient.\nFrom volatile markets to climate shifts, independent operators face mounting pressure. While sustainable investments often yield the best long-term returns, they require financial clarity and capital that fragmented legacy systems can’t provide.\nWe are rebuilding the financial infrastructure that real economy operators rely on. By replacing paperwork with modern tools for accounting, banking, and spending, Ambrook gives owners the data they need to prove viability to lenders and the next generation. We empower the stewards of land and labor to make confident investments in their future.\nWe’re a Series B startup backed by Lachy Groom, Thrive Capital, Dylan Field, Thomson Reuters Ventures, Cameron Ventures, and leaders at Notion, Gusto, and Vercel. We’re looking for team members to help us untangle the intersection of American industry, climate, and the economy.\nThe opportunity\nAmbrook is building a world-class team to empower farmers, ranchers, and small-business owners using modern AI tools. You’ll shape how we use LLMs and intelligent systems to make messy, high-stakes financial workflows faster, smarter, and more accessible for users across the country.\nWe’re shipping features that lift our customers out of the drudgery of rote bookkeeping and that help them make smart financial decisions, from cashflow management, to enterprise P&L analysis to long term investment planning. Our goal is to supplement our customer’s talents and savvy with the intelligence of a fortune 500 finance team in the form of an AI CFO.\nWe’re looking for someone who we can count on to:\nOwn: Development of intelligent systems and tools that use LLMs, other generative AI solutions and heuristics to streamline bookkeeping, financial workflows and deeper applications that truly understand the user, as well as the infrastructure for evaluating those systems.\n\nTeach: Best practices around ML system design, evaluation, prompt engineering, and scalable AI infrastructure.\n\nLearn: How messy real world financial data really is - from scanned PDFs to unformatted CSVs to text-heavy emails - and how to make sense of it using language models.\n\nImprove: Our internal tooling and infrastructure for classification, tagging, summarization, and user-in-the-loop AI systems.\n\nWithin 1 month you'll...\nBuild an assistant that powers a critical bookkeeping workflow.\n\nCollaborate with operations, product and engineering to understand customer workflows and where AI would reduce user pain.\n\nReview our current AI infrastructure and propose improvements to our evaluation infrastructure, harness design, shared memory, durability and similar foundational components.\n\nWithin 3 months you'll...\nAct on your proposals from month one: scaling our evaluation pipelines, making our harnesses more extensible, and so on.\n\nImplement or improve systems for document extraction and financial transaction tagging, using both heuristics and model-based approaches.\n\nCollaborate closely with design and product to make AI features feel reliable, intuitive, and helpful - not mysterious or brittle.\n\nWithin 6 months you'll...\nOwn and scale the systems that form the backbone of our vision for an AI CFO.\n\nContribute to our long-term AI strategy: which tasks to automate, how to measure confidence, and when to keep a human in the loop.\n\nHelp build internal tooling for prompt iteration, embedding search, labeling, and retraining.\n\nShare learnings in a post on Ambrook engineering blog or an open-source tool that helps others tackle similar messy real-world data problems.\n\nAbout you\nYou've built and shipped ML/AI-driven features to production.\n\nYou're excited to apply language models to real-world, unstructured, often ugly datasets, and turn them into valuable product experiences.\n\nYou're pragmatic about AI: you know when to use an LLM, when to write a regular expression, and when to ask the user.\n\nYou understand the value of experimentation in a rapidly evolving world.\n\nYou have experience working with LLM APIs, prompt engineering, embeddings, vector search, or fine-tuning.\n\nBonus: You've worked on products involving transactions, finance, document processing, or communications tooling.\n\nBonus: Experience with TypeScript and AI tooling - e.g. Vercel AI SDK, Braintrust or similar eval vendors, and provider APIs (Anthropic, OpenAI, Gemini, Jev).\n\nOur Tech Stack\nNext.js / React application written in Typescript\n\nAI SDK, Braintrust, access to whatever provider you need\n\nHosted on Google Cloud\n\nFirestore & Google Cloud Storage for data storage\n\nBigQuery & Data Studio for data insights\n\nValues\nReal Talk - We create space for ourselves and others to be straightforward, vulnerable, and accountable.\n\nReach Understanding - We are driven by curiosity and empathy to learn about our customers, team, and world.\n\nBe Proactively Resourceful - We are internally motivated and externally empowered to identify opportunities and solve problems.\n\nDerisk Thoughtfully - We lean into the biggest risks we face as a company and put in the work to address them systematically.\n\nFind the Positive-Sum - We believe in creating incentive structures that align the needs of our company, our customers, and our planet.\n\nAmbrook is an equal opportunity employer. We are committed to building diversity and inclusion into our core company culture.\n\nBenefits\nCompetitive compensation\n\nHealth insurance\n\n401(k) with matching contribution\n\nPaid parental leave\n\nFlexible work hours and vacation time\n\nWork-from-home/remote office stipend\n\nWellness stipend\n\nProfessional development stipend","description_format":"text","description_chars":5642,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":["Flexible schedule","Health insurance","Parental leave","Professional development"],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["AgTech","Accounting & Tax Software"],"lifecycle":[{"event":"open","at":"2026-10-04T19:31:43Z"}],"visa":[{"country":"US","licensed_sponsor":true,"evidence":"Filed H-1B visas in the last two years","filings_12m":0,"filings_prev_12m":1,"green_card_filings_12m":0,"median_offered_wage_usd":null,"route":null,"cap_exempt":false,"checked_at":"2026-10-03T21:08:04+00:00","sources":["US Department of Labor: LCA disclosure data (H-1B, H-1B1, E-3)"],"filings_for_role_12m":0}],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":2,"expected_fill_days":52,"reasons":["conf:0","win:early"],"computed_at":"2026-10-07T05:47:15Z"},"pay":{"stated_usd_annual":280000,"is_top_pay":true},"html_url":"https://alion.io/job/ambrook-software-engineer-ai-2","json_url":"https://alion.io/job/ambrook-software-engineer-ai-2.json","meta":{"generated_at":"2026-10-08T00:40:31Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler","counted_by":"address","units_charged":1,"used_today":1065,"day_limit":5000,"remaining_today":3935,"minute_limit":60,"resets_at":"2026-10-09T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":7524},"rest":"https://alion.io/mcp/rest/get_company?id=7524"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fambrook-software-engineer-ai-2"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Fambrook-software-engineer-ai-2"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Fambrook-software-engineer-ai-2"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/ambrook-software-engineer-ai-2\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fambrook-software-engineer-ai-2"}]}