{"id":3608932,"url":"https://alion.io/job/hsbc-python-llm-genaisenior-consultant-specialist","title":"Python, LLM, GenAI/Senior Consultant Specialist","company":{"id":19779,"name":"HSBC","domain":"hsbc.com","url":"https://alion.io/company/hsbc","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Eightfold","truth_index":{"grade":"A","score":100,"open_postings":75,"ghost_share":0,"stale_share":0.053,"repost_share":0.067,"time_to_fill_p50_days":14,"computed_at":"2026-11-12T10:38:37Z"}},"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":["Pune, India","Hyderabad, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"CI/CD","optional":false},{"name":"Claude","optional":false},{"name":"Clean Architecture","optional":false},{"name":"Dimensional Modeling","optional":false},{"name":"Embeddings","optional":false},{"name":"FastAPI","optional":false},{"name":"Flask","optional":false},{"name":"Function Calling","optional":false},{"name":"GCP","optional":false},{"name":"Gemini","optional":false},{"name":"gRPC","optional":false},{"name":"Kubernetes","optional":false},{"name":"LangChain","optional":false},{"name":"LangGraph","optional":false},{"name":"LLM","optional":false},{"name":"LLMOps","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Rest API","optional":false},{"name":"SQL","optional":false}],"status":"live","first_seen_at":"2026-08-11T08:21:03Z","employer_posted_date":"2026-11-11","last_verified_at":"2026-11-12T18:02:29Z","board_verified":true,"closed_at":null,"days_open":93,"trust":{"level":"stale","repost_count":1,"flags":["stale"],"days_open":92},"description":"Some careers shine brighter than others.\nIf you’re looking for a career that will help you stand out, join HSBC and fulfil your potential. Whether you want a career that could take you to the top, or simply take you in an exciting new direction, HSBC offers opportunities, support and rewards that will take you further.\nHSBC is one of the largest banking and financial services organisations in the world, with operations in 64 countries and territories. We aim to be where the growth is, enabling businesses to thrive and economies to prosper, and, ultimately, helping people to fulfil their hopes and realise their ambitions.\nWe are currently seeking an experienced professional to join our team in the role of Senior Consultant Specialist\nIn this role, you will:\nBuild LLM application services in Python, covering prompt strategies, tool/function calling, and workflow orchestration (e.g., LangChain/LangGraph).\nDesign and implement RAG, including document/artefact ingestion (metric definitions, dimensional models, lineage, report examples).\nImplement RAG retrieval foundations: chunking, metadata strategy, embeddings, indexing, retrieval and re-ranking.\nDefine grounding approaches to minimise hallucinations and ensure Finance-approved definitions are consistently applied.\nDeliver deterministic query generation aligned to the semantic layer, including constraint-driven SQL/query DSL, schema validation and guardrails.\nImplement query execution patterns such as caching, robust error handling, and safe fallback behaviours.\nBuild and maintain API layers (REST/gRPC) for UI and platform integration, including authentication/authorisation and request auditing.\nEstablish evaluation and operational practices: test harnesses (golden datasets, accuracy/retrieval metrics, regression tests, prompt/model versioning), LLMOps (CI/CD, config management, promotion, observability, incident runbooks), collaboration with data/platform teams, and compliance with security/privacy requirements.\nTo be successful in this role, you should meet the following requirements:\nStrong Python engineering capability, including clean architecture, testing, packaging, and performance optimisation.\nProven experience delivering production LLM apps (or advanced PoCs) using major LLM APIs/hosted models (e.g., Claude, GPT, Gemini, open-weight models).\nHands-on RAG implementation experience.\nPractical prompt engineering and tool/function calling to enable reliable LLM behaviours.\nExperience building agents/workflows and using orchestration frameworks like LangChain and/or LangGraph (or equivalents).\nSolid ML fundamentals: embeddings, vector search, evaluation methods, and awareness of common failure modes.\nAPI engineering skills (FastAPI/Flask), including async patterns and integration-focused design.\nCloud-native delivery (GCP preferred): containers, serverless/Kubernetes, CI/CD, observability, plus secure engineering practices and LLM security mitigations (prompt injection, jailbreaks, data leakage).\nYou’ll achieve more when you join HSBC.\nwww.hsbc.com/careers\nHSBC is committed to building a culture where all employees are valued, respected and opinions count. We take pride in providing a workplace that fosters continuous professional development, flexible working and opportunities to grow within an inclusive and diverse environment. Personal data held by the Bank relating to employment applications will be used in accordance with our Privacy Statement, which is available on our website.\nIssued by - HSBC Software Development India","description_format":"text","description_chars":3543,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"phd","optional":false},"security_clearance":false,"languages":[]},"benefits":["Flexible schedule","Professional development"],"hiring_locations":[{"name":"India","iso":"IN","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Commercial & Retail Banks","Wealth Management & Financial Advisors","Investment Banking & M&A Advisory"],"lifecycle":[{"event":"open","at":"2026-11-02T13:03:49Z"},{"event":"close","at":"2026-11-04T07:54:12Z"},{"event":"reopen","at":"2026-11-09T14:39:18Z"},{"event":"close","at":"2026-11-10T23:04:57Z"},{"event":"reopen","at":"2026-11-11T08:21:58Z"}],"visa":[],"liveness":{"score":11,"band":"cold","label":"Long shot","p_open":1,"p_active":0.388,"p_room":0.28,"age_days":93,"expected_fill_days":14,"reasons":["conf:4","velocity","win:tail","crowd:brand"],"computed_at":"2026-11-12T10:38:37Z"},"pay":null,"html_url":"https://alion.io/job/hsbc-python-llm-genaisenior-consultant-specialist","json_url":"https://alion.io/job/hsbc-python-llm-genaisenior-consultant-specialist.json","meta":{"generated_at":"2026-11-12T20:26:17Z","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":43164,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-13T00:00:00Z"}},"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":19779},"rest":"https://alion.io/mcp/rest/get_company?id=19779"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fhsbc-python-llm-genaisenior-consultant-specialist"},{"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%2Fhsbc-python-llm-genaisenior-consultant-specialist"},{"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%2Fhsbc-python-llm-genaisenior-consultant-specialist"},{"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/hsbc-python-llm-genaisenior-consultant-specialist\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fhsbc-python-llm-genaisenior-consultant-specialist"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3608932}},{"tool":"search_jobs","arguments":{"company":"hsbc.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3608932},"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. 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