{"id":1948901,"url":"https://alion.io/job/sourcebae-principal-ai-architect","title":"Principal AI Architect","company":{"id":3776661,"name":"Sourcebae","domain":"sourcebae.com","url":"https://alion.io/company/sourcebae","size_band":"11-50","is_staffing_agency":true,"employer_type":"agency","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"lead","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Bengaluru, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":26000,"max_usd":64000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":32},"experience_years_min":8,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Amazon EKS","optional":false},{"name":"AWQ","optional":false},{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"Azure AKS","optional":false},{"name":"GCP","optional":false},{"name":"GGUF","optional":false},{"name":"Google GKE","optional":false},{"name":"GPTQ","optional":false},{"name":"Kubernetes","optional":false},{"name":"Llama","optional":false},{"name":"LLM","optional":false},{"name":"LLM Guardrails","optional":false},{"name":"Mistral","optional":false},{"name":"OpenShift","optional":false},{"name":"Quantization","optional":false},{"name":"Qwen","optional":false},{"name":"TensorRT-LLM","optional":false},{"name":"Triton","optional":false},{"name":"vLLM","optional":false},{"name":"VMWare","optional":false},{"name":"TensorRT","optional":true}],"status":"live","first_seen_at":"2026-10-06T07:07:34Z","employer_posted_date":null,"last_verified_at":"2026-10-06T07:07:34Z","board_verified":false,"closed_at":null,"days_open":6,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":6},"description":"Role Overview : \n\n- Design the complete private LLM serving architecture : model selection, serving framework (vLLM, TensorRT-LLM, Triton), and runtime topology.\n\n- Define intelligent CPU vs GPU routing policies : which model sizes and prompt types route to which compute tier based on latency, cost, and throughput targets.\n\n- Architect multi-cloud model serving : AWS, Azure, GCP - provider-agnostic, no managed AI lock-in.\n\n- Design on-premises serving for enterprise customers : RedHat OpenShift, VMware - containerised model serving on customer hardware.\n\n- Architect per-tenant model isolation, data-residency compliance, and air-gapped sovereign deployment patterns.\n\n- Define the release architecture for model versions : rollout, staged deployment, rollback, and promotion gates.\n\n- Design the LLM governance framework : model behaviour monitoring, inference audit logging, guardrail architecture.\n\n- Design the DevSecOps pipeline architecture and self-service deployment automation standards.\n\n- Evaluate open-source models (Llama, Mistral, Qwen, Phi) against closed models for specific enterprise use cases.\n\n- Produce architecture sign-off documents and review all AI system designs before implementation.\n\nMust Have : \n\n- Deployed LLMs to production in a real enterprise environment - not just API consumption.\n\n- Hands-on with vLLM, TensorRT-LLM, or Triton in a production serving context.\n\n- Designed CPU cluster inference (Intel Xeon / AMD EPYC) for open-source models.\n\n- Kubernetes at production scale (EKS, AKS, GKE, or OpenShift) - not just local k8s.\n\n- Designed multi-cloud, provider-agnostic AI architectures.\n\n- Experience with model quantization (GPTQ, AWQ, GGUF) and routing trade-offs.\n\n- 8+ years in AI/software architecture with at least 3 years in production LLM systems.\n\nSkills\nArtificial Intelligence, LLM, Kubernetes, DevSecOps, Generative AI, OpenShift, AI Infrastructure, AI Architecture, MLOps, AWS, Azure","description_format":"text","description_chars":1942,"description_truncated":false,"requirements":{"experience_years_min":8,"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":[],"lifecycle":[{"event":"open","at":"2026-10-06T08:29:45Z"}],"visa":[],"liveness":{"score":54,"band":"ok","label":"Likely open","p_open":1,"p_active":0.542,"p_room":1,"age_days":5,"expected_fill_days":25,"reasons":["seen:5","agency","velocity","win:early"],"computed_at":"2026-10-12T06:55:09Z"},"pay":null,"html_url":"https://alion.io/job/sourcebae-principal-ai-architect","json_url":"https://alion.io/job/sourcebae-principal-ai-architect.json","meta":{"generated_at":"2026-10-12T07:59:47Z","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":12809,"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":3776661},"rest":"https://alion.io/mcp/rest/get_company?id=3776661"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fsourcebae-principal-ai-architect"},{"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%2Fsourcebae-principal-ai-architect"},{"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%2Fsourcebae-principal-ai-architect"},{"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/sourcebae-principal-ai-architect\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fsourcebae-principal-ai-architect"}]}