{"id":2039362,"url":"https://alion.io/job/glint-tech-solutions-data-context-engineer","title":"Data / Context Engineer","company":{"id":3854730,"name":"Glint Tech Solutions","domain":"glinttechsolutions.com","url":"https://alion.io/company/glint-tech-solutions","size_band":null,"is_staffing_agency":true,"employer_type":"agency","is_intermediary":false,"listed_via":null,"ats_vendor":"Manatal","truth_index":null},"role":"Data Science","role_family":"Data Science","seniority":"middle","employment_type":null,"work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":100000,"max_usd":188000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":408},"experience_years_min":4,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Embeddings","optional":false},{"name":"OpenSearch","optional":false},{"name":"pgvector","optional":false},{"name":"Pinecone","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Vertex AI","optional":false},{"name":"Weaviate","optional":false},{"name":"PostgreSQL","optional":true}],"status":"live","first_seen_at":"2026-10-07T17:22:34Z","employer_posted_date":"2026-10-07","last_verified_at":"2026-10-12T00:48:56Z","board_verified":true,"closed_at":null,"days_open":4,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":4},"description":"Job Title: Data / Context Engineer\nLocation: Remote\nCompany Overview\nGlint Tech Solutions is a women-owned, global IT staffing and recruiting firm supporting enterprise clients across the USA and Canada.\nProject Description\nA leading enterprise client, a multinational telecommunications technology company, is seeking a Data / Context Engineer to play a pivotal role in shaping how knowledge flows across a massive, multi-region operation. This is a high-visibility opportunity to architect and scale a knowledge base (KB) system that will directly power decision-making across 12 regions and beyond. The role sits at the intersection of AI infrastructure, data engineering, and real-world business impact, with contributions visible across a nationwide operation from day one.\nKey Responsibilities\nSign and implement the multi-regional KB architecture in P1 alongside SA\nSeed the KB across 12 regions during P2 (cohort 1 wk1, cohort 2 wk2, cohort 3 wk3 of July)\nBuild and operate the ingestion pipeline (machine-readable regional standards embeddings retrievable patterns) with sampled human approval gate\nAdd MOD-specific retrievable context as regional overlays during Sep-Oct\nOwn KB integrity checks, retrieval evaluation, and weekly health reporting\nMandatory Skills\n4-6 years of hands-on RAG / retrieval / vector store engineering in production\nExperience building a multi-tenant or multi-region retrieval architecture with overlay / inheritance semantics, not just \"one big index\"\nVertex AI Vector Search or transferable depth (Pinecone, Weaviate, pgvector with strong tenancy, OpenSearch hybrid)\nEmbedding model evaluation discipline - retrieval quality metrics (recall@k, precision@k, MRR), not vibes\nPython; familiar with structured-doc ingestion pipelines (PDF / XML / spreadsheet chunked, normalized, embedded)\nNice-to-Have Skills\nDesigned a promotion path between draft/approved/retired patterns with audit log\nSampled human-review workflows integrated with the writeback path\nRF / telecom standards format familiarity","description_format":"text","description_chars":2032,"description_truncated":false,"requirements":{"experience_years_min":4,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"phd","optional":true},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Professional Services","Recruiting & Staffing"],"lifecycle":[{"event":"open","at":"2026-10-07T17:22:34Z"}],"visa":[],"liveness":{"score":54,"band":"ok","label":"Likely open","p_open":1,"p_active":0.542,"p_room":1,"age_days":2,"expected_fill_days":19,"reasons":["conf:3","agency","velocity","win:early","comp:brand"],"computed_at":"2026-10-10T05:45:15Z"},"pay":null,"html_url":"https://alion.io/job/glint-tech-solutions-data-context-engineer","json_url":"https://alion.io/job/glint-tech-solutions-data-context-engineer.json","meta":{"generated_at":"2026-10-12T02:27:44Z","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":3573,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-13T00:00:00Z"}},"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":3854730},"rest":"https://alion.io/mcp/rest/get_company?id=3854730"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fglint-tech-solutions-data-context-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%2Fglint-tech-solutions-data-context-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%2Fglint-tech-solutions-data-context-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/glint-tech-solutions-data-context-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fglint-tech-solutions-data-context-engineer"}]}