{"id":1279537,"url":"https://alion.io/job/gyansys-infotech-pvt-ltd-mlops-engineer","title":"MLOps Engineer","company":{"id":3800154,"name":"GyanSys","domain":"gyansys.com","url":"https://alion.io/company/gyansys-infotech-pvt-ltd","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":null,"work_mode":"hybrid","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":23000,"max_usd":49000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":29},"experience_years_min":5,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Azure","optional":false},{"name":"Azure DevOps","optional":false},{"name":"Chroma","optional":false},{"name":"CI/CD","optional":false},{"name":"CUDA","optional":false},{"name":"CUDA Toolkit","optional":false},{"name":"Databricks","optional":false},{"name":"FAISS","optional":false},{"name":"Grafana","optional":false},{"name":"Hugging Face","optional":false},{"name":"Jenkins","optional":false},{"name":"Keycloak","optional":false},{"name":"Kubernetes","optional":false},{"name":"Langfuse","optional":false},{"name":"LLMOps","optional":false},{"name":"Milvus","optional":false},{"name":"MLFlow","optional":false},{"name":"MySQL","optional":false},{"name":"OpenShift","optional":false},{"name":"OpenTelemetry","optional":false},{"name":"Oracle","optional":false},{"name":"Pinecone","optional":false},{"name":"PostgreSQL","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"RAG","optional":false},{"name":"Ray","optional":false},{"name":"Rest API","optional":false},{"name":"Splunk","optional":false},{"name":"SQL","optional":false},{"name":"TensorFlow","optional":false},{"name":"Triton","optional":false},{"name":"WebSockets","optional":false},{"name":"AIOps","optional":true},{"name":"Apache Kafka","optional":true},{"name":"DeepSeek","optional":true},{"name":"Fine-tuning","optional":true},{"name":"Gemma","optional":true},{"name":"Llama","optional":true},{"name":"LLM","optional":true},{"name":"Mistral","optional":true},{"name":"Qwen","optional":true},{"name":"RabbitMQ","optional":true}],"status":"live","first_seen_at":"2026-08-22T07:20:40Z","employer_posted_date":null,"last_verified_at":"2026-08-22T07:20:40Z","board_verified":false,"closed_at":null,"days_open":54,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":54},"description":"Role : MLOps Engineer (JLT).\n\nLocation : Bangalore (Working from Office / Hybrid).\n\nJob Description : We are seeking a hands-on AI Deployment Engineer specializing in ML Engineering, Model Deployment, Model Governance, and Model Observability. The engineer will own the complete lifecycle of Deep Learning models, LLMs, and SLMs across cloud, on-premises, hybrid, and air-gapped environments.\n\nScope of Work : \n\n- Build and manage MLOps and LLMOps pipelines.\n\n- Deploy, host, and scale Deep Learning models, LLMs, and SLMs and Inference optimisation.\n\n- Manage end-to-end model lifecycle including versioning, deployment, rollout, rollback, and retirement.\n\n- Host models on Databricks, Kubernetes, OpenShift, and GPU-based infrastructure.\n\n- Implement model governance, lineage, approval workflows, and compliance controls.\n\n- Build model monitoring, observability, tracing, logging, and drift detection capabilities.\n\n- Optimize model performance, latency, throughput, GPU utilization, and cost.\n\n- Support cloud, on-premises, hybrid, and air-gapped environments.\n\nMust-Have Skills : \n\n- 58 years in MLOps, LLMOps, ML Engineering, or AI Engineering.\n\n- Strong Python development skills.\n\n- Hands-on experience with Databricks and/or Azure ML.\n\n- Experience with Deep Learning, LLMs, SLMs, RAG, and Hugging Face.\n\n- Experience deploying models built using PyTorch and TensorFlow.\n\n- Strong expertise in model deployment on : \n\n1. Kubernetes\n\n2. Databricks\n\n3. GPU Infrastructure\n\n- Experience with : \n\n1. vLLM\n\n2. Triton Inference Server\n\n3. Ray Serve\n\n4. SGLang\n\n5. Databricks Model Serving\n\n- Strong GPU knowledge including NVIDIA GPUs, CUDA, multi-GPU deployments, and inference optimization.\n\n- Experience in Model Registry, Model Governance, Model Monitoring, Drift Detection, and AI Observability.\n\n- Strong database knowledge (SQL Server, PostgreSQL, Oracle, MySQL, MongoDB).\n\n- Experience with Vector Databases (Pinecone, Chroma, FAISS, Milvus, Azure AI Search).\n\n- REST APIs, WebSockets, Streaming HTTP.\n\n- Experience with MLflow, OpenTelemetry, LangFuse, Splunk, and Grafana/ELK.\n\n- CI/CD using Jenkins, Azure DevOps.\n\n- Experience across Cloud, On-Premises, Hybrid, and Air-Gapped environments.\n\n- Experience with Auth setup like Keycloak.\n\nGood-to-Have Skills : \n\n- Kafka, RabbitMQ, Event Hub.\n\n- Fine-tuning and model optimization.\n\n- Model Governance & Security.\n\n- Experience with Llama, Mistral, DeepSeek, Qwen, Phi, and Gemma models.\nSkills\nMLOps, LLM, AIOps, Kubernetes, Azure Databricks, Python, PyTorch, GPU, Azure, VectorDB, OpenShift","description_format":"text","description_chars":2556,"description_truncated":false,"requirements":{"experience_years_min":5,"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":["Systems Integrators","Enterprise Apps Implementation Partners"],"lifecycle":[{"event":"open","at":"2026-09-26T02:00:24Z"}],"visa":[{"country":"US","licensed_sponsor":true,"evidence":"H-1B filings in 12 months: 35 · green card filings: 9","filings_12m":35,"filings_prev_12m":18,"green_card_filings_12m":9,"median_offered_wage_usd":120455,"route":null,"cap_exempt":false,"checked_at":"2026-10-15T11:24:14+00:00","sources":["US Department of Labor: LCA disclosure data (H-1B, H-1B1, E-3)","US Department of Labor: PERM disclosure data (green cards)"],"filings_for_role_12m":26}],"liveness":{"score":14,"band":"cold","label":"Long shot","p_open":0.4,"p_active":0.633,"p_room":0.55,"age_days":53,"expected_fill_days":38,"reasons":["seen:53","velocity","win:tail"],"computed_at":"2026-10-15T05:46:00Z"},"pay":null,"html_url":"https://alion.io/job/gyansys-infotech-pvt-ltd-mlops-engineer","json_url":"https://alion.io/job/gyansys-infotech-pvt-ltd-mlops-engineer.json","meta":{"generated_at":"2026-10-15T15:30:45Z","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":23767,"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":3800154},"rest":"https://alion.io/mcp/rest/get_company?id=3800154"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fgyansys-infotech-pvt-ltd-mlops-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%2Fgyansys-infotech-pvt-ltd-mlops-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%2Fgyansys-infotech-pvt-ltd-mlops-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/gyansys-infotech-pvt-ltd-mlops-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fgyansys-infotech-pvt-ltd-mlops-engineer"}]}