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Agentic AI & Modern Frameworks :\n\n- Agentic Frameworks : LangChain, LangGraph, AutoGen, CrewAI, or LlamaIndex for agent orchestration.\n\n- LLM Architectures & Retrieval : Vector DBs (ChromaDB, Pinecone, Qdrant, Milvus), RAG pattern optimization, prompt engineering, and function calling.\n\n- Evaluation & Guardrails : LLM benchmarking, semantic guardrails (NeMo Guardrails, Llama Guard), and toxicity/bias testing for regulated finance setups.\n\nCore Data & Cloud Engineering :\n\n- Languages : Advanced Python, SQL, and PySpark/Scala.\n\n- Data Platforms & Storage : Snowflake, Databricks, AWS (S3, Redshift), Azure, or GCP data lakes/warehouses.\n\n- Data Processing : Enterprise ETL/ELT pipeline tools, Apache Spark, Kafka, or Airflow.\n\nSoftware Engineering & MLOps :\n\n- Containerization & CI/CD : Docker, Kubernetes, Git, and automated DevOps workflows.\n\n- API Development : FastAPI, Flask, REST APIs, or gRPC for exposing agent services.\n\n- Model Deployment : Deploying LLMs/ML models on cloud endpoints (AWS Bedrock/SageMaker, Azure OpenAI, GCP Vertex AI).\n\nDomain & Soft Skills :\n\n- Financial Services & Regulatory Compliance : Understanding data privacy, auditing, explainability, and secure data handling in banking/finance.\n\n- Agile & Collaborative Delivery : Sprint planning, peer code reviews, documentation, and technical communication across distributed teams.\nSkills\nArtificial Intelligence, Agentic AI, LLM, Data Engineering, Data Integration, LangChain, LangGraph, SQL, Python, PySpark, Scala","description_format":"text","description_chars":3077,"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":"2026-09-25T13:06:44Z"}],"visa":[],"liveness":{"score":44,"band":"fade","label":"Fading","p_open":0.85,"p_active":0.695,"p_room":0.75,"age_days":24,"expected_fill_days":26,"reasons":["seen:24","win:late"],"computed_at":"2026-10-17T05:46:00Z"},"pay":null,"html_url":"https://alion.io/job/teamlease-services-ai-data-solution-engineer","json_url":"https://alion.io/job/teamlease-services-ai-data-solution-engineer.json","meta":{"generated_at":"2026-10-18T09:33:04Z","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":14147,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-19T00:00:00Z"}},"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":59535},"rest":"https://alion.io/mcp/rest/get_company?id=59535"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fteamlease-services-ai-data-solution-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%2Fteamlease-services-ai-data-solution-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%2Fteamlease-services-ai-data-solution-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/teamlease-services-ai-data-solution-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fteamlease-services-ai-data-solution-engineer"}]}