{"id":135417,"url":"https://alion.io/job/delve-ai-engineer-3","title":"AI Engineer","company":{"id":50285,"name":"DELVE","domain":"delvedeeper.com","url":"https://alion.io/company/delve","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"BambooHR","truth_index":{"grade":"B","score":75,"open_postings":3,"ghost_share":0,"stale_share":1,"repost_share":0,"time_to_fill_p50_days":null,"computed_at":"2026-10-16T05:45:00Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":null,"employment_type":"contractor","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":[],"countries":[],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"Dagster","optional":false},{"name":"dbt","optional":false},{"name":"Docker","optional":false},{"name":"ETL/ELT","optional":false},{"name":"GCP","optional":false},{"name":"Hallucination","optional":false},{"name":"Human-in-the-Loop","optional":false},{"name":"LLM","optional":false},{"name":"Model Context Protocol","optional":false},{"name":"n8n","optional":false},{"name":"Prefect","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Slack","optional":false},{"name":"SQL","optional":false},{"name":"Tool Use","optional":false},{"name":"Zapier","optional":false}],"status":"live","first_seen_at":"2026-06-03T00:00:00Z","employer_posted_date":"2026-06-03","last_verified_at":"2026-10-16T18:10:19Z","board_verified":true,"closed_at":null,"days_open":135,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":135},"description":"EU BASED ONLY!\nWHO WE ARE\nDelve Deeper is a performance media agency focused on the charity and nonprofit sector, partnering with organizations that invest $5M-$20M annually in media. We help mission-driven teams maximize impact through advanced digital strategies that drive measurable, scalable results.\nOur expertise includes advanced analytics, intent-based audience segmentation, full-service media management, and personalized creative-delivering a fully integrated, data-driven approach to growth.\nMore than a vendor, we serve as a strategic partner, helping organizations solve complex media challenges and turn them into clear outcomes. With decades of leadership experience, Delve Deeper is a trusted voice in the charity space.\nWe’ve also been named Built In Colorado’s “Best Places to Work” for five consecutive years, reflecting a culture that values performance, growth, and people. As a privately owned company, we move quickly, support our team holistically, and create meaningful opportunities for advancement.\nROLE OVERVIEW\nDedicated individual contributor focused entirely on building and maintaining a multi-agent AI system that automates performance media trading decisions. This is not a generalist developer role. You will work within a complex multi-agent codebase, operate under strict evaluation-first protocols, and develop deep enough understanding of the business domain to make sound implementation decisions without constant oversight. Data errors have direct financial consequences for clients - engineering quality is non-negotiable.\nCORE RESPONSIBILITIES\nAgent Development:Build, iterate, and maintain AI agents within the architecture and boundaries defined by the Lead AI Engineer. Own your agents end-to-end: prompt design, tool wiring, context routing, failure handling, and output validation.\nData Integration:Integrate data components across media platforms - ingesting, normalizing to schema, and routing to the correct agent context. Work within defined data contracts and surface schema drift before it becomes a runtime failure.\nEvaluation-First Development:No feature enters development without defined success criteria and regression tests. Run prompt benchmarking, track output quality across model versions, and flag hallucination patterns or quality regressions proactively. Evaluation is not a post-build step.\nPipeline & ETL Work:Build and maintain ETL/ELT pipelines supporting daily automated callouts and weekly optimisation reporting. Own data freshness and pipeline reliability for the agents you are responsible for.\nMCP Connector Work:Operate within and extend the MCP connector library for external platform APIs. Handle rate limits, retries, and failure modes - connectors must be resilient in production, not just in testing.\nHuman-in-the-Loop Workflows:Build and maintain Slack-based approval flows - agent callouts, feedback capture, exception alerts, and operational notifications. These are the primary interface between the AI system and human decision-makers.\nProduction Reliability:Own the reliability of your agents in production. Monitor output quality, respond to incidents, drive root-cause fixes rather than surface patches. Alert the Lead AI Engineer early on scope or complexity that affects delivery.\nCANDIDATE PROFILE\n4+ years across software, data engineering, ML, or AI platform work with direct ownership of production systems\nExperience with media platform APIs (Google Ads, Meta, DV360, Semrush, SerpAPI)\nStrong Python and SQL - production-grade, not just analytical scripts\nMCP or equivalent integration layer experience\nHands-on experience building or operating LLM applications, agentic systems, or tool-calling workflows\nWorkflow orchestration tooling: Airflow, Dagster, Prefect, dbt\nETL/ELT pipeline design and data reliability in production - schema management, contract enforcement, freshness monitoring\nCloud infrastructure: AWS, GCP, or Azure; containerized deployments (Docker)\nExperience defining evaluation frameworks and success criteria for model outputs\nSlack API and webhook-based workflow automation\nFamiliarity with vector databases and RAG patterns for long-context data retrieval\nExperience shipping systems that mix model logic, deterministic business rules, and human approval flows\nLLM evaluation tooling - token cost tracking, hallucination detection, model benchmarking\nTHIS ROLE IS NOT\nGeneralist developers without LLM or agentic system experience\nPrompt engineering work without responsibility for data quality and pipeline reliability\nLow-code automation builders (n8n, Make, Zapier)\nA role with loose evaluation standards or optional quality gates\nResearch-only AI scientists without production ownership\nA role where shipping late with a perfect solution is acceptable\nCandidates who need architecture decisions made for them before starting\nA role without direct accountability for production incidents on your agents","description_format":"text","description_chars":4930,"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":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Market Research"],"lifecycle":[{"event":"open","at":"2026-06-03T00:00:00Z"}],"visa":[],"liveness":{"score":6,"band":"cold","label":"Long shot","p_open":1,"p_active":0.21,"p_room":0.28,"age_days":135,"expected_fill_days":33,"reasons":["conf:4","win:tail","crowd:"],"computed_at":"2026-10-16T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/delve-ai-engineer-3","json_url":"https://alion.io/job/delve-ai-engineer-3.json","meta":{"generated_at":"2026-10-16T21:45:12Z","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":2929,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-17T00:00:00Z"}},"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":50285},"rest":"https://alion.io/mcp/rest/get_company?id=50285"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fdelve-ai-engineer-3"},{"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%2Fdelve-ai-engineer-3"},{"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%2Fdelve-ai-engineer-3"},{"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/delve-ai-engineer-3\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fdelve-ai-engineer-3"}]}