{"id":2502715,"url":"https://alion.io/job/darrow-senior-aiml-engineer","title":"Senior AI/ML Engineer","company":{"id":48028,"name":"Darrow","domain":"darrow.ai","url":"https://alion.io/company/darrow","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Comeet","truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":"full_time","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Tel Aviv, Israel"],"countries":["IL"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":104000,"max_usd":265000,"period":"year","method":"global_role_cell_scaled_by_country","sample_n":1986},"experience_years_min":6,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Agentic Workflows","optional":false},{"name":"AI Agents","optional":false},{"name":"Claude","optional":false},{"name":"Embeddings","optional":false},{"name":"Function Calling","optional":false},{"name":"LLM","optional":false},{"name":"Python","optional":false},{"name":"SQL","optional":false},{"name":"Tool Use","optional":false},{"name":"AWS","optional":true},{"name":"CI/CD","optional":true},{"name":"Dagster","optional":true},{"name":"Docker","optional":true},{"name":"Human-in-the-Loop","optional":true},{"name":"Kubernetes","optional":true},{"name":"MLFlow","optional":true},{"name":"Prefect","optional":true}],"status":"live","first_seen_at":"2026-10-07T07:30:10Z","employer_posted_date":"2026-10-07","last_verified_at":"2026-10-14T15:15:49Z","board_verified":true,"closed_at":null,"days_open":7,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":7},"description":"Description\nWho We Are\nYou are looking for a role that challenges you intellectually and lets you build things that matter. You have an entrepreneurial mindset, you enjoy solving complex technical problems, and you thrive in a fast-paced startup environment. Most of all, you want your work to have meaning.\nWe're Darrow - a fast-growing startup in the Legal Exposure Management space. We have an open, action-driven culture unlike any other. Our work starts from a simple idea: legal exposure should be visible while it's still possible to act on it. We've built a technology engine that scans massive amounts of public data to identify legal exposure and evaluate its financial value at sale, and every tool or workflow you build here moves that mission forward.\nWe have one advantage technology and AI can't replicate: our people. More than 100 people worldwide, in Israel, US & Europe who are smart, humble, curious people who thrive at the intersection of law and AI, and we're looking for the leader who will protect and grow that edge as we scale.\nAbout the Role\nA Senior AI/ML Engineer role on our Data team, sitting at the intersection of AI engineering, data science, and data platform. You'll build agentic, LLM-based systems that turn vast amounts of unstructured information into high-quality structured signals - powering Darrow's products and surfacing legal risk - owning each solution across the full lifecycle, from exploration to production. You'll work closely with data engineers, data scientists, product managers, and legal experts to turn ambiguous problems into scalable AI capabilities. This is a hands-on role for someone with strong engineering judgment, deep data/ML expertise, and a focus on reliability beyond the prototype stage.\nWhat You'll Do\nDesign, build, deploy, and operate production AI systems: agentic, LLM-based extraction workflows and batch/online inference pipelines and owning them from exploration through deployment, monitoring, and iteration.\nDefine quality metrics and build evaluation datasets, testing processes, and feedback loops for ML and LLM systems; monitor accuracy, latency, cost, and data quality, and investigate and fix failures.\nExplore large, complex datasets to surface useful features and patterns, and translate findings into production-grade implementations.\nPartner with data engineers on ingestion, transformation, orchestration, and storage to deliver dependable data products.\nUse AI-assisted coding tools (e.g., Claude) effectively while maintaining strong technical judgment and ownership of your systems.\nHelp shape engineering standards for production AI: testing, observability, reproducibility, data lineage, versioning, and safe deployment.\nRequirements\nWhat You Bring\n6+ years in ML engineering, AI engineering, data science, or backend engineering for data-intensive systems, with hands-on experience taking systems to production (deployment, monitoring, evaluation, versioning, improvement).\nStrong Python skills and data orientation - SQL, NoSQL, data pipelines, and both structured and unstructured data.\nSolid data science foundation: feature engineering, statistical reasoning, experiment design, error analysis, and relevant metrics (precision, recall, accuracy, coverage).\nExperience with LLM-based applications: structured extraction, tool calling, agentic workflows, prompt design, embeddings, retrieval, and model evaluation.\nUnderstanding of production AI tradeoffs, quality, latency, scalability, reliability, cost and experience integrating AI into batch, orchestration, API, or event-driven workflows.\nAbility to work independently in ambiguous environments, breaking problems down and driving them to production.\nStrong communication skills across engineering, data science, product, and domain-expert teams.\nNice to Have\nDocument intelligence, information extraction, entity resolution, classification, ranking, or large-scale enrichment pipelines.\nExperience building or operating agentic systems in production.\nNatural Language Processing experience.\nFamiliarity with orchestration/ML tooling (Airflow, Dagster, Prefect, MLflow, or similar).\nExperience with data warehouses, data lakes, vector databases, or modern data-processing frameworks.\nCloud-native experience: AWS, Docker, Kubernetes, IaC, CI/CD.\nExperience with human-in-the-loop review or feedback-driven AI systems.\nFamiliarity with legal, financial, compliance, or other data-intensive domains where quality and explainability matter.\nWhat Success Looks Like\nAI capabilities move reliably from experimentation to production, on systems engineers, scientists, and domain experts can depend on.\nAgentic workflows deliver accurate, measurable structured data that strengthens Darrow's products and decision-making.","description_format":"text","description_chars":4773,"description_truncated":false,"requirements":{"experience_years_min":6,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[{"name":"Israel","iso":"IL","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Legal Services","Legal AI"],"lifecycle":[{"event":"open","at":"2026-10-14T06:32:52Z"}],"visa":[],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":6,"expected_fill_days":38,"reasons":["conf:0","win:early"],"computed_at":"2026-10-14T06:34:16Z"},"pay":null,"html_url":"https://alion.io/job/darrow-senior-aiml-engineer","json_url":"https://alion.io/job/darrow-senior-aiml-engineer.json","meta":{"generated_at":"2026-10-14T16:39:23Z","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_verified","counted_by":"address","units_charged":1,"used_today":21112,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-15T00:00:00Z"}},"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":48028},"rest":"https://alion.io/mcp/rest/get_company?id=48028"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fdarrow-senior-aiml-engineer"},{"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%2Fdarrow-senior-aiml-engineer"},{"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%2Fdarrow-senior-aiml-engineer"},{"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/darrow-senior-aiml-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fdarrow-senior-aiml-engineer"}]}