{"id":4233781,"url":"https://alion.io/job/solvd-senior-data-engineer-retrieval-rag-platform","title":"Senior Data Engineer — Retrieval & RAG Platform","company":{"id":9288,"name":"Solvd","domain":"solvd.com","url":"https://alion.io/company/solvd","size_band":"501-1000","is_staffing_agency":false,"employer_type":"services","is_intermediary":false,"listed_via":null,"ats_vendor":"Ashby","truth_index":{"grade":"A","score":88,"open_postings":14,"ghost_share":0,"stale_share":0.5,"repost_share":0,"time_to_fill_p50_days":45,"computed_at":"2026-11-12T10:38:37Z"}},"role":"Data Science","role_family":"Data Science","seniority":"senior","employment_type":"full_time","work_mode":"remote","remote_scope":"stated_countries","remote_scope_basis":"board_field","remote_working_hours":null,"hiring_geo_confidence":"structured","locations":[],"countries":[],"hiring_countries":["US"],"hiring_countries_total":1,"salary":null,"salary_estimate":null,"experience_years_min":4,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Amazon CloudWatch","optional":false},{"name":"API Gateway","optional":false},{"name":"AWS","optional":false},{"name":"AWS Bedrock","optional":false},{"name":"AWS CDK","optional":false},{"name":"AWS Lambda","optional":false},{"name":"OpenSearch","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Reranking","optional":false},{"name":"Terraform","optional":false},{"name":"LLM Guardrails","optional":true},{"name":"Machine Learning","optional":true}],"status":"live","first_seen_at":"2026-11-13T09:46:48Z","employer_posted_date":"2026-11-13","last_verified_at":"2026-11-13T11:15:58Z","board_verified":true,"closed_at":null,"days_open":0,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":0},"description":"Solvd Inc. is a rapidly growing AI-native consulting and technology services firm delivering enterprise transformation across cloud, data, software engineering, and artificial intelligence. We work with industry-leading organizations to design, build, and operationalize technology solutions that drive measurable business outcomes.\nFollowing the acquisition of Tooploox, a premier AI and product development company, Solvd now offers true end-to-end delivery -from strategic advisory and solution design to custom AI development and enterprise-scale implementation. Our capability centers combine deep technical expertise, proven delivery methodologies, and sector-specific knowledge to address complex business challenges quickly and effectively.\nWe are looking for a Senior / Staff Data Engineer to build what the Agent Assist provider calls: the Bedrock Knowledge Base configuration, the OpenSearch Serverless collection, the versioned retrieval API, and the quality dashboard. You’ll own the retrieval workstream end to end, paired with the ingestion engineer, with technical direction from the Solution Architect.\nThis role carries the most technical risk in the engagement - entitlement filtering is a severity-one commitment. The mission: ship a retrieval API that returns the right passages, with citations, only to callers entitled to see them, at a latency and cost the client accepts, and that the client can version and operate after week 10.\nWhat you’ll do\nStand up the Bedrock Knowledge Base and OpenSearch Serverless vector collection in the client’s account from infrastructure code, with the embedding model, chunking strategy, and metadata fields the architect specified.\n\nImplement hybrid retrieval - vector plus keyword - with metadata filtering by taxonomy, source, status, and review date; tune top-k, score thresholds, and reranking against the golden question suite.\n\nBuild the retrieval API on API Gateway and Lambda per the Integration Blueprint - versioned paths, authentication for the Agent Assist provider, per-client rate limits and usage metrics, structured error responses, and a citation payload with source URL, title, section, and last modified date.\n\nEnforce entitlement at query time by filtering on permission metadata the ingestion pipeline captures - no restricted passage is ever returned to an unentitled caller.\n\nProvide the Bedrock retrieve-and-generate reference endpoint used for pilot validation in weeks 7-9.\n\nBuild the quality dashboard - relevance, grounding, and citation scores trended per run; permission test results; freshness lag per source; API latency and error rate; OpenSearch capacity.\n\nSupport the contact center pilot in weeks 7-9 - capture retrieval misses, tune, and re-run the suite before each change ships.\n\nWrite the retrieval and API runbooks including model change, re-embedding, and index rebuild procedures with cost implications.\n\nPair with client platform owners in weeks 9-10 and hand over on the transition readiness checklist.\n\nRequired skills & experience\n4+ years as a software or ML engineer, with at least one RAG or enterprise search system delivered to production and measured with an evaluation suite - not just demos.\n\nHands-on with Amazon Bedrock - Knowledge Bases, Retrieve and RetrieveAndGenerate APIs, embedding models - and Amazon OpenSearch Serverless vector search including hybrid queries and metadata filters.\n\nPython, with experience shipping Lambda-based APIs behind API Gateway including auth, versioning, and throttling.\n\nInfrastructure-as-code with Terraform or AWS CDK and CI for deployment into a client-owned account.\n\nPractical understanding of chunking, embedding model selection, reranking, and the trade-offs between relevance, latency, and cost.\n\nExperience building operational dashboards in CloudWatch or an equivalent tool.\n\nPreferred qualifications\nAWS Certified Generative AI Developer Professional or AWS Certified Machine Learning Engineer Associate.\n\nExperience with RAG evaluation frameworks and metrics - faithfulness, context precision and recall, citation accuracy.\n\nExperience integrating with a contact center Agent Assist product as an API provider.\n\nFamiliarity with Bedrock Guardrails and permission-aware retrieval patterns over Microsoft 365 content.\n\nWhen you join Solvd, you'll…\nShape real-world AI-driven projects across key industries, working with clients from startup innovation to enterprise transformation.\n\nBe part of a global team with equal opportunities for collaboration across continents and cultures.\n\nThrive in an inclusive environment that prioritizes continuous learning, innovation, and ethical AI standards.\n\nReady to make an impact?\nIf you're excited to build things that matter, champion responsible AI, and grow with some of the industry’s sharpest minds. Apply today and let’s innovate together.\nSolvd is an equal opportunity employer.","description_format":"text","description_chars":4888,"description_truncated":false,"requirements":{"experience_years_min":4,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":["Continuous learning"],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Software Testing & QA","Custom Software Development","AI Consulting & Integration","Data Engineering & Migration Services"],"lifecycle":[{"event":"open","at":"2026-11-13T11:15:58Z"}],"visa":[],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":0,"expected_fill_days":48,"reasons":["conf:2","win:early"],"computed_at":"2026-11-13T14:07:43Z"},"pay":null,"html_url":"https://alion.io/job/solvd-senior-data-engineer-retrieval-rag-platform","json_url":"https://alion.io/job/solvd-senior-data-engineer-retrieval-rag-platform.json","meta":{"generated_at":"2026-11-13T14:07:43Z","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":28326,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-14T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.1,"usd":0.01,"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":9288},"rest":"https://alion.io/mcp/rest/get_company?id=9288"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fsolvd-senior-data-engineer-retrieval-rag-platform"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"free","price":{"credits":0,"usd":0},"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%2Fsolvd-senior-data-engineer-retrieval-rag-platform"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.1,"usd":0.01},"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%2Fsolvd-senior-data-engineer-retrieval-rag-platform"},{"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/solvd-senior-data-engineer-retrieval-rag-platform\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fsolvd-senior-data-engineer-retrieval-rag-platform"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":4233781}},{"tool":"search_jobs","arguments":{"company":"solvd.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":4233781},"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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