{"id":4067390,"url":"https://alion.io/job/svitla-systems-forward-deployed-ai-technical-lead","title":"Forward Deployed AI Technical Lead","company":{"id":2216,"name":"Svitla Systems","domain":"svitla.com","url":"https://alion.io/company/svitla-systems","size_band":null,"is_staffing_agency":false,"employer_type":"services","is_intermediary":false,"listed_via":null,"ats_vendor":"Career site","truth_index":{"grade":"B","score":84,"open_postings":11,"ghost_share":0,"stale_share":0.636,"repost_share":0,"time_to_fill_p50_days":43,"computed_at":"2026-11-11T05:49:22Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"lead","employment_type":null,"work_mode":"remote","remote_scope":"stated_countries","remote_scope_basis":"posting_text","remote_working_hours":null,"hiring_geo_confidence":"explicit","locations":[],"countries":[],"hiring_countries":["US"],"hiring_countries_total":1,"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":"Anomaly Detection","optional":false},{"name":"Anthropic","optional":false},{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"Databricks","optional":false},{"name":"Function Calling","optional":false},{"name":"GCP","optional":false},{"name":"Google BigQuery","optional":false},{"name":"Knowledge Graph","optional":false},{"name":"LangChain","optional":false},{"name":"LangGraph","optional":false},{"name":"Least Privilege","optional":false},{"name":"LLM","optional":false},{"name":"LLM Evaluation","optional":false},{"name":"Model Context Protocol","optional":false},{"name":"OpenAI","optional":false},{"name":"Python","optional":false},{"name":"Snowflake","optional":false},{"name":"Time Series","optional":false}],"status":"live","first_seen_at":"2026-11-11T11:39:26Z","employer_posted_date":"2026-11-11","last_verified_at":"2026-11-11T12:04:29Z","board_verified":true,"closed_at":null,"days_open":0,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":0},"description":"Svitla Systems Inc. is looking for a Forward Deployed AI Technical Lead to join our Forward Deployed AI Engineering Pod, a small, senior team that works directly inside a client’s environment to take AI workflows into production, one workflow at a time.\nAs the Technical Lead, you’ll be the technical owner of everything the Pod ships. You’ll design the architecture of each workflow, write the first code and keep writing it, lead a rotating bench of specialists (agent and MCP engineering, data, integration, document AI, evaluation, security, and more), and produce the evidence that each increment is truly done. This is one of the Pod’s three core roles that stay with the client for the entire engagement, so you’ll carry what you learn from one Pod to the next and help shape Svitla’s reusable AI engineering toolkit.\nLocation: USA\nEmployment Type: Full-time\nRequirements\nExperience designing and personally building production AI or ML systems that are still running, with the ability to walk through the architecture, trade-offs, and lessons learned.\nHands-on experience with agentic systems in production, including orchestration frameworks (e.g., LangGraph or LangChain), tool and function calling, MCP, and an evaluation harness used to validate systems before cutover.\nExperience leading a small engineering team inside a client’s or another team’s environment, setting direction while still shipping code.\nStrong Python skills and solid API and systems design.\nExperience with at least one of AWS, Azure, or GCP, and with a modern data platform such as Databricks, Snowflake, or BigQuery.\nKnowing when not to use a generative model: experience selecting and integrating traditional models (forecasting, anomaly detection, classification, clustering) as tools.\nPractical MLOps experience: reproducible pipelines, model and prompt versioning, observability, and cost visibility.\nClear technical writing skills: design notes, delivery evidence, and runbooks that client engineers can follow.\nConfidence working directly with clients: explaining results to sponsors, handling tough questions from client architects, and disagreeing constructively.\nWill be a plus\nPrior forward deployed, embedded, or consulting engineering experience.\nDepth in document AI, knowledge graphs, time series, or anomaly detection.\nExperience with commerce platforms, data catalogs (e.g., Unity Catalog), ERP or EDI systems, or BI platforms.\nOpenAI or Anthropic partner certification, or willingness to complete one in the first three months.\nResponsibilities\nOwn the architecture of each workflow on the client’s existing stack, including core systems, data lake or warehouse, semantic layer, governed MCP surface, and agents, and document design decisions and their reasoning.\nWrite the first code and keep building: orchestration, tool contracts, evaluation harness, and integrations.\nLead the Build phase: evaluate competing approaches on holdout data, select the right production model (frontier LLM, smaller model, or traditional model), and keep every component swappable.\nRun the Prove phase: shadow mode against live outcomes, labeled test sets, precision and recall or equivalent business measures, and the evidence the client needs to decide on cutover.\nDeliver complete Definition of Done evidence for every increment: working capability, tests, evaluation results, documentation, runbooks, and reusable-component tagging.\nLead the specialist bench: define monthly deliverables, pair with specialists inside the client’s environment, review their work, and own the result.\nWork alongside the client’s engineers so they can maintain and extend each workflow after handover.\nUphold security and governance together with the Cloud and Platform Engineer: least-privilege access, agents as identities, no client data leaving the client’s environment, and audit logging from day one.\nContribute reusable components back to Svitla’s library, including connectors, harness patterns, agent scaffolding, and deployment templates, and reuse them on future Pods.","description_format":"text","description_chars":4050,"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":[{"name":"United States","iso":"US","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["DevOps & Platform Engineering","IT Outsourcing & Dedicated Teams","Custom Software Development"],"lifecycle":[{"event":"open","at":"2026-11-11T12:04:29Z"}],"visa":[{"country":"US","licensed_sponsor":true,"adverts_offering_sponsorship_24m":0,"sanctioned_now":false,"evidence":"Filed H-1B visas in the last two years","filings_12m":0,"filings_prev_12m":1,"green_card_filings_12m":0,"median_offered_wage_usd":null,"route":null,"cap_exempt":false,"checked_at":"2026-11-11T07:38:50+00:00","sources":["US Department of Labor: LCA disclosure data (H-1B, H-1B1, E-3)"],"filings_for_role_12m":0}],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":0,"expected_fill_days":43,"reasons":["conf:3","win:early"],"computed_at":"2026-11-11T15:30:07Z"},"pay":null,"html_url":"https://alion.io/job/svitla-systems-forward-deployed-ai-technical-lead","json_url":"https://alion.io/job/svitla-systems-forward-deployed-ai-technical-lead.json","meta":{"generated_at":"2026-11-11T15:30:07Z","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":28955,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-12T00:00:00Z"}},"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":2216},"rest":"https://alion.io/mcp/rest/get_company?id=2216"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fsvitla-systems-forward-deployed-ai-technical-lead"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":2,"usd":0.2},"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%2Fsvitla-systems-forward-deployed-ai-technical-lead"},{"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%2Fsvitla-systems-forward-deployed-ai-technical-lead"},{"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/svitla-systems-forward-deployed-ai-technical-lead\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fsvitla-systems-forward-deployed-ai-technical-lead"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":4067390}},{"tool":"search_jobs","arguments":{"company":"svitla.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":4067390},"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. Docs: https://alion.io/developers"}}