{"id":1853342,"url":"https://alion.io/job/zf-group-solution-architect-data-ai","title":"Solution Architect-Data & AI","company":{"id":7001,"name":"ZF Group","domain":"zf.com","url":"https://alion.io/company/zf-group","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"SuccessFactors","truth_index":null},"role":"Solutions","role_family":"Solutions","seniority":"staff","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Hyderabad, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":25000,"max_usd":44000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":34},"experience_years_min":11,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Agentic Workflows","optional":false},{"name":"AI Agents","optional":false},{"name":"Azure","optional":false},{"name":"Azure AKS","optional":false},{"name":"Azure Data Factory","optional":false},{"name":"CI/CD","optional":false},{"name":"Context Engineering","optional":false},{"name":"Databricks","optional":false},{"name":"Delta Lake","optional":false},{"name":"Embeddings","optional":false},{"name":"Feature Store","optional":false},{"name":"Function Calling","optional":false},{"name":"Hallucination","optional":false},{"name":"LangChain","optional":false},{"name":"LangGraph","optional":false},{"name":"LLM","optional":false},{"name":"LLM Guardrails","optional":false},{"name":"MLFlow","optional":false},{"name":"Model Context Protocol","optional":false},{"name":"pgvector","optional":false},{"name":"Pinecone","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Semantic Kernel","optional":false},{"name":"Spark","optional":false},{"name":"SQL","optional":false},{"name":"Tool Use","optional":false},{"name":"Weaviate","optional":false},{"name":"Kubernetes","optional":true},{"name":"PostgreSQL","optional":true}],"status":"live","first_seen_at":"2026-09-20T02:00:00Z","employer_posted_date":"2026-09-20","last_verified_at":"2026-10-11T21:33:57Z","board_verified":true,"closed_at":null,"days_open":22,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":22},"description":"Req ID 83710 | Hyderabad, India, ZF India Pvt. Ltd.\nJob Description\nWhat you can look forward to as an Architect - Data & AI:\nEnd to End Architecture Ownership: Own architecture and design of production grade Data & AI platforms spanning cloud infrastructure (Azure), data platforms, ML/LLM systems, and agentic workflows-from concept through deployment, operation, and evolution.\nAgentic AI Systems (Production First): Architect and drive AI agents using LangGraph, LangChain Expression Language (LCEL), Semantic Kernel, or similar frameworks, emphasizing context engineering, tool routing, memory strategies, guardrails, and deterministic workflows over prompt hacks.\nContext & Retrieval Engineering: Design robust RAG and non RAG context pipelines using vector databases (Azure AI Search, Pinecone, Weaviate, pgvector), embeddings lifecycle, chunking strategies, re ranking, caching, and fallback logic that work at scale.\nModel & Agent Evaluation: Define and operationalize agent evaluation frameworks (offline + online), including regression tests, task success metrics, hallucination detection, latency/cost controls, and MCP style orchestration patterns for controlled agent execution.\nData Platform Architecture: Architect data mesh aligned platforms with domain data products, Delta Lake, Databricks, Spark, event driven pipelines, relational and NoSQL databases, and clear ownership, governance, and interoperability models.\nProduction Deployment & Ops: Lead production deployments using Azure ML, Databricks, AKS, MLflow, CI/CD, feature stores, monitoring, logging, and incident ready observability for both ML models and AI agents.\nTechnical Leadership & Stakeholder Management: Act as a senior architect across teams-review designs, mentor engineers, align with product and business stakeholders, and make explicit trade offs across cost, risk, performance, and maintainability.\nYour profile as an Architect - Data & AI :\n11-12 years building Data & AI systems, with proven production deployments of ML and agent based AI systems (not PoCs or demos).\nStrong hands on experience with Python, data tooling (Databricks, Spark, Delta Lake, Azure Data Factory), and cloud native architectures on Azure.\nDemonstrated expertise in agent design patterns, context engineering, retrieval strategies, tool calling, memory management, and failure mode handling.\nSolid grounding in data architecture and databases (SQL, NoSQL, lakehouse, vector stores), including experience in data mesh or domain oriented data platforms.\nExperience operating AI systems in real environments-security, access control, cost management, latency, reliability, and compliance are second nature.\nComfortable leading architecture forums, influencing technical direction, and working closely with product, business, and engineering leadership.\nPragmatic mindset: focused on what runs reliably in production, not chasing the latest Generative AI buzzwords.\nBe part of our ZF team as Solution Architect-Data & AI and apply now!\nContact\nVeerabrahmam Darukumalli","description_format":"text","description_chars":3035,"description_truncated":false,"requirements":{"experience_years_min":11,"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":["Transportation & Logistics","Public Transport","Logistics","Automotive Components"],"lifecycle":[{"event":"open","at":"2026-10-04T20:11:37Z"}],"visa":[],"liveness":{"score":30,"band":"fade","label":"Fading","p_open":1,"p_active":0.676,"p_room":0.45,"age_days":22,"expected_fill_days":14,"reasons":["conf:9","velocity","win:tail","comp:brand"],"computed_at":"2026-10-12T06:55:09Z"},"pay":null,"html_url":"https://alion.io/job/zf-group-solution-architect-data-ai","json_url":"https://alion.io/job/zf-group-solution-architect-data-ai.json","meta":{"generated_at":"2026-10-12T07:56:25Z","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":12696,"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":7001},"rest":"https://alion.io/mcp/rest/get_company?id=7001"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fzf-group-solution-architect-data-ai"},{"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%2Fzf-group-solution-architect-data-ai"},{"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%2Fzf-group-solution-architect-data-ai"},{"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/zf-group-solution-architect-data-ai\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fzf-group-solution-architect-data-ai"}]}