{"id":459047,"url":"https://alion.io/job/agtonomy-lead-data-engineer-analytics-insights","title":"Lead Data Engineer, Analytics & Insights","company":{"id":176420,"name":"Agtonomy","domain":"agtonomy.com","url":"https://alion.io/company/agtonomy","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Lever","truth_index":null},"role":"Data Science","role_family":"Data Science","seniority":"lead","employment_type":"full_time","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["South San Francisco, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":160000,"max":210000,"currency":"USD","period":"year","gross":null,"usd_annual":210000},"salary_estimate":null,"experience_years_min":7,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"C++","optional":false},{"name":"ClickHouse","optional":false},{"name":"dbt","optional":false},{"name":"Google BigQuery","optional":false},{"name":"Grafana","optional":false},{"name":"Python","optional":false},{"name":"Rust","optional":false},{"name":"Snowflake","optional":false},{"name":"SQL","optional":false},{"name":"Time Series","optional":false},{"name":"TypeScript","optional":false},{"name":"Anomaly Detection","optional":true},{"name":"JavaScript","optional":true},{"name":"Physical AI","optional":true},{"name":"React Native","optional":true},{"name":"React.js","optional":true}],"status":"live","first_seen_at":"2026-05-26T16:49:13Z","employer_posted_date":"2026-05-26","last_verified_at":"2026-10-30T07:25:00Z","board_verified":true,"closed_at":null,"days_open":156,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":155},"description":"About Us\nAgtonomy brings intelligent automation to agriculture, turf, and other demanding industries through Physical AI and software services. By partnering with trusted equipment manufacturers, we deliver factory-fit technology that transforms industrial machines into smart, efficient solutions built for safety and performance. Our team combines expertise in technology, product development, and industry knowledge to address critical challenges like labor shortages, sustainability, and productivity. We're looking for people who want to work in a collaborative, fast-moving environment where their ideas can make a real impact.\nAbout the Role\nOur fleet produces a continuous stream of data, and we're looking for a senior IC to own how that data becomes insight: for customers, partners, operations, engineering, and leadership. You'll be the bridge between the raw telemetry coming off our machines and the metrics, dashboards, and answers the rest of the company relies on.\nThis is a hands-on role. You'll design the schemas, model the metrics, and ship the React dashboards yourself. You'll also own accountability for the numbers: every metric that leaves your hands needs to be accurate, trustworthy, and defensible when a customer or executive asks how it was calculated. That standard is the most important thing this role brings to Agtonomy.\nWhat You'll Do\nOwn the analytics data layer. Design and operate the ClickHouse-backed warehouse that powers operational, business, and autonomy reliability metrics, partnering with the Platform team that owns ingestion.\n\nDefine the metrics that matter. Partner with operations, product, engineering, and finance to turn fuzzy questions into trustworthy metrics: autonomy uptime, intervention rates and classifications, release-over-release reliability, mission success, fleet utilization, customer ROI.\n\nShip customer-facing data experiences. Build React dashboards inside our web and mobile customer analytics portals, partnering with the Applications & Connected Services team.\n\nPower internal decision-making. Build the Grafana boards, custom React dashboards, and self-serve tooling that let teams answer their own questions and catch problems before customers do.\n\nBe accountable for accuracy. Establish the data quality, validation, lineage, and documentation that make every number defensible. When someone asks where a metric came from, you have an answer.\n\nShare ownership of data contracts with the Platform and Cloud software teams.\n\nWhat You'll Bring\n7+ years building production data systems, with meaningful time on both data modeling and analytics delivery.\n\nShipping experience in React. You've built analytics UIs or dashboards in a production web app and are comfortable owning the surface, not just the SQL behind it.\n\nDeep SQL fluency and strong opinions about modeling time-series and event data. ClickHouse experience is a strong plus; comparable OLAP systems (BigQuery, Snowflake, Druid, Pinot) translate.\n\nComfort working alongside a platform team that owns ingestion. You have experience collaborating with the teams developing the pipeline to ensure access to high quality, actionable data.\n\nStrong Python and at least conversational comfort in one system language (Go, Rust, TypeScript, C++).\n\nFamiliarity with semantic layers (dbt, Cube, MetricFlow, etc).\n\nA track record of turning raw telemetry into metrics non-technical stakeholders actually use and trust. You’ve turned loose high-level ideas into actionable and reliable analytics.\n\nHigh standards for data quality. You've been the person on the hook when a customer-facing number was wrong, and you've built the systems that keep it from happening again.\n\nBonus Points\nExperience in robotics, IoT, fleet management, automotive, or any domain where diverse physical devices produce telemetry at scale.\n\nExperience building embedded analytics inside a product (customer-facing dashboards, not just internal BI tools).\n\nExperience shipping data experiences in React Native or other mobile frameworks.\n\nExperience with ML-backed analytics - forecasting, anomaly detection, fleet health scoring, release regression detection.","description_format":"text","description_chars":4161,"description_truncated":false,"requirements":{"experience_years_min":7,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Agricultural Robotics","Agriculture AI"],"lifecycle":[{"event":"open","at":"2026-09-06T10:25:11Z"}],"visa":[],"liveness":{"score":9,"band":"cold","label":"Long shot","p_open":1,"p_active":0.318,"p_room":0.28,"age_days":156,"expected_fill_days":30,"reasons":["conf:2","win:tail","crowd:"],"computed_at":"2026-10-30T05:48:23Z"},"pay":{"stated_usd_annual":210000,"is_top_pay":true},"html_url":"https://alion.io/job/agtonomy-lead-data-engineer-analytics-insights","json_url":"https://alion.io/job/agtonomy-lead-data-engineer-analytics-insights.json","meta":{"generated_at":"2026-10-30T09:15:14Z","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":13285,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-31T00:00:00Z"}},"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":176420},"rest":"https://alion.io/mcp/rest/get_company?id=176420"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fagtonomy-lead-data-engineer-analytics-insights"},{"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%2Fagtonomy-lead-data-engineer-analytics-insights"},{"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%2Fagtonomy-lead-data-engineer-analytics-insights"},{"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/agtonomy-lead-data-engineer-analytics-insights\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fagtonomy-lead-data-engineer-analytics-insights"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":459047}},{"tool":"search_jobs","arguments":{"company":"agtonomy.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":459047},"note":"people open to offers who fit this vacancy"}],"note":"The same data through MCP tools: https://alion.io/mcp/open needs no sign-in (compact searches, postings, people); https://alion.io/mcp with an Alion account has everything. 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