{"id":2529204,"url":"https://alion.io/job/gap-director-domain-context-management","title":"Director, Domain Context Management","company":{"id":12256,"name":"Gap Inc","domain":"gapinc.com","url":"https://alion.io/company/gap","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workday","truth_index":null},"role":"Administrative","role_family":"Administrative","seniority":"head","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Folsom, United States","United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":75000,"max_usd":183000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":140},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"Context Engineering","optional":false}],"status":"live","first_seen_at":"2026-10-09T00:00:00Z","employer_posted_date":"2026-10-09","last_verified_at":"2026-10-14T18:28:23Z","board_verified":true,"closed_at":null,"days_open":6,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":6},"description":"About the Role\nThe Director of Domain Context Management builds and maintains the structured business context enabling high-performing AI agents within a defined enterprise domain, such as Design-to-Source, Merchandising & Inventory Management, Finance, or Supply Chain. Working directly with Business teams and key Technology partners, this leader documents how the business works and converts expert knowledge, including tacit judgment, decision logic, and exceptions, into governed, reusable context that technical teams use to build, evaluate, and improve agents. This is a business process role, not a technology role.This position is based full time in office at our San Francisco or New York hub.\nWhat You'll Do\nOwn the quality, completeness, and readiness of domain context for AI agents, partnering with the Director of Agentic Pipeline Management to meet stage-gate standards\nWork directly with Designers, Technical Designers, Product Development, and Sourcing partners to capture tacit knowledge, decision logic, business rules, trade-offs, and exceptions through structured interviews, workshops, and observation.\nCreate clear business process documentation (process maps, decision frameworks, business rules, examples, edge cases) that turns how the business works into structured, reusable context for AI agents\nBuild and maintain a domain business context library and knowledge architecture designed for reuse across agents\nEstablish context governance and lifecycle management, including ownership, approvals, versioning, review cadences, and retirement of outdated or conflicting context.\nPartner with Product Management, Data Science, and Engineering to turn business context into agent requirements and evaluation scenarios; use evaluation results and production feedback to improve the underlying context.\nResolve conflicting expert input and flag context-readiness risks early, such as missing experts, conflicting policies, or poor source quality.\nWho You Are\nBusiness operator with a demonstrated understanding of end-to-end business processes in the relevant domain (design, product development, sourcing).\nProven ability to decompose complex processes and expert decision-making and document them clearly as process maps, requirements, or decision frameworks; strong systems thinking\nStrong facilitation and interviewing skills, with credibility among Designers, Technical Designers, Product Development, and Sourcing partners and the ability to challenge respectfully and resolve conflicting input.\nWorking familiarity with AI agents, LLMs, context engineering, retrieval, and evaluation sufficient to partner with technical teams; deep technical expertise is not required.\nProven partnership across Business, Product Management, Data Science, and Engineering, with the ability to create structure, standards, and reusable systems in ambiguity.\nExcellent written communication, with the ability to produce clear, precise process documentation and reusable knowledge artifacts.\nPlus: retail or apparel industry experience; experience with sourcing and product development systems (e.g., PLM) and data; experience with governance, taxonomy, or knowledge architecture.","description_format":"text","description_chars":3191,"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":["Retail & Shop Systems","Apparel & Fashion Brands"],"lifecycle":[{"event":"open","at":"2026-10-14T12:34:02Z"}],"visa":[],"liveness":{"score":85,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.85,"p_room":1,"age_days":6,"expected_fill_days":26,"reasons":["conf:8","win:early","comp:brand"],"computed_at":"2026-10-15T03:00:20Z"},"pay":null,"html_url":"https://alion.io/job/gap-director-domain-context-management","json_url":"https://alion.io/job/gap-director-domain-context-management.json","meta":{"generated_at":"2026-10-15T03:00:20Z","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":4464,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-16T00:00:00Z"}},"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":12256},"rest":"https://alion.io/mcp/rest/get_company?id=12256"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fgap-director-domain-context-management"},{"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%2Fgap-director-domain-context-management"},{"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%2Fgap-director-domain-context-management"},{"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/gap-director-domain-context-management\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fgap-director-domain-context-management"}]}