{"id":63419,"url":"https://alion.io/job/manulife-senior-ml-engineer","title":"Senior ML Engineer","company":{"id":6650,"name":"Manulife","domain":"manulife.com","url":"https://alion.io/company/manulife","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workday","truth_index":{"grade":"A","score":93,"open_postings":94,"ghost_share":0,"stale_share":0.234,"repost_share":0.064,"time_to_fill_p50_days":27,"computed_at":"2026-10-28T05:59:10Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"explicit","locations":["Hong Kong"],"countries":["HK"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":70000,"max_usd":183000,"period":"year","method":"global_role_cell_scaled_by_country","sample_n":2365},"experience_years_min":6,"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":"CI/CD","optional":false},{"name":"Databricks","optional":false},{"name":"Function Calling","optional":false},{"name":"LangChain","optional":false},{"name":"LangGraph","optional":false},{"name":"Machine Learning","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Spark","optional":false},{"name":"SQL","optional":false}],"status":"live","first_seen_at":"2026-08-19T00:00:00Z","employer_posted_date":"2026-08-19","last_verified_at":"2026-10-28T16:30:13Z","board_verified":true,"closed_at":null,"days_open":70,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":70},"description":"We are seeking a highly skilled Senior Machine Learning Engineer to joinourHealth AISquad at Manulife Asia, based in Singapore/Hong Kong. This role will focus on building scalable, production-grade AI/ML and GenAI capabilities thatadvance Health AIacross Asia. As part of the regionalHealthAIteam, you will design, build,and operate robust data pipelines, model services, and GenAI platforms that turn complex health data into practical solutions, while applying modern machine learning and Generative AI patterns such as retrieval augmented generation, prompt engineering, function calling, and agentic workflows to help deliver Health AI at scale across multiple Asian markets.\nPosition Responsibilities:\nDesign, build, and maintain scalable data pipelines and feature engineering workflows to support Health AI model development, evaluation, and production deployment.\nDevelop robustMLOpspractices across the model lifecycle, including experiment tracking, model versioning, CI/CD, automated testing, monitoring, and governance-ready release processes.\nBuild and operate reliable model serving capabilities, APIs, batch inference jobs, and GenAI services that can scale across multiple Health AI use cases and markets.\nPartner with data scientists, data engineers, AI developers, and IT teams to productionize machine learning and GenAI solutions using approved cloud architecture, security standards, and reusable engineering patterns.\nImplement modern AI engineering patterns such as retrieval augmented generation, prompt orchestration, function calling, agentic workflows, vector search, and evaluation frameworks for Health AI solutions.\nImprove reliability, performance, cost efficiency, and observability of Health AI platforms through logging, monitoring, alerting, model performance tracking, and continuous optimization.\nCreate reusable templates, tools, and engineering standards that help teams accelerate the delivery of production-grade Health AI capabilities.\nStay current with advances in machine learning engineering,MLOps, cloud-native AI platforms, and Generative AI architecture to continuously strengthen Health AI delivery.\nRequired Qualifications:\nAn advanced degree in Computer Science, Machine Learning, Engineering, Data Science, Statistics, or another quantitative field, complemented by strong hands-on experience in production machine learning engineering.\nProven experience6 years+designing and operating scalable data pipelines, feature engineering workflows, and model training pipelines for production AI/ML systems.\nStrongMLOpsexpertise across the full model lifecycle, including experiment tracking, model versioning, CI/CD, automated testing, deployment automation, monitoring, and release governance.\nHands-on experience building and scaling model serving capabilities, APIs, batch inference pipelines, and GenAI services on cloud platforms such as Azure, Databricks, Spark, and containerized deployment environments.\nAdvanced programming skills in Python and SQL, with practical experience in ML frameworks, data processing tools, orchestration pipelines, and GenAI engineering packages such asLangChain,LangGraph, ADK, orCrewAI.\nPractical knowledge of modern GenAI engineering patterns, including retrieval augmented generation, vector search, prompt orchestration, function calling, agentic workflows, and evaluation frameworks.\nExperience improving platform reliability, performance, cost efficiency, and observability through logging, monitoring, alerting, model performance tracking, and continuous optimization.\nAbility to translate Health AI use cases into secure, reusable, production-grade engineering patterns in partnership with data science, data engineering, IT, and business teams.\nStrong communication, ownership, and mentoring skills, with the ability to guide engineering best practices and collaborate effectively across technical and non-technical stakeholders.\nWhat motivates you?\nYou obsess about customers, listen, engage and act for their benefit.\nYou think big, with curiosity to discover ways to use your agile approach and enable business outcomes.\nYou thrive in teams and enjoy getting things done together.\nYou take ownership and build solutions, focusing on what matters.\nYou do what is right, work with integrity and speak up.\nYou share your humanity, helping us build a diverse and inclusive work environment for everyone.\nAbout Manulife and John Hancock\nManulife Financial Corporation is a leading international financial services provider, helping people make their decisions easier and lives better. To learn more about us, visit https://www.manulife.com/en/about/our-story.html.\nManulife is an Equal Opportunity Employer\nAt Manulife/John Hancock, we embrace our diversity. We strive to attract, develop and retain a workforce that is as diverse as the customers we serve and to foster an inclusive work environment that embraces the strength of cultures and individuals. We are committed to fair recruitment, retention, advancement and compensation, and we administer all of our practices and programs without discrimination on the basis of race, ancestry, place of origin, colour, ethnic origin, citizenship, religion or religious beliefs, creed, sex (including pregnancy and pregnancy-related conditions), sexual orientation, genetic characteristics, veteran status, gender identity, gender expression, age, marital status, family status, disability, or any other ground protected by applicable law.\nIt is our priority to remove barriers to provide equal access to employment. A Human Resources representative will work with applicants who request a reasonable accommodation during the application process. All information shared during the accommodation request process will be stored and used in a manner that is consistent with applicable laws and Manulife/John Hancock policies. To request a reasonable accommodation in the application process, contact .\nWorking Arrangement\nHybrid","description_format":"text","description_chars":5978,"description_truncated":false,"requirements":{"experience_years_min":6,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[{"name":"Hong Kong","iso":"HK","kind":"country"},{"name":"Singapore","iso":"SG","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Commercial & Retail Banks","Asset Management & Funds","Health Insurance & Benefits","Life Insurance & Annuities"],"lifecycle":[{"event":"open","at":"2026-08-19T00:00:00Z"}],"visa":[],"liveness":{"score":16,"band":"cold","label":"Long shot","p_open":1,"p_active":0.588,"p_room":0.28,"age_days":70,"expected_fill_days":27,"reasons":["conf:0","velocity","win:tail","crowd:brand"],"computed_at":"2026-10-28T05:59:10Z"},"pay":null,"html_url":"https://alion.io/job/manulife-senior-ml-engineer","json_url":"https://alion.io/job/manulife-senior-ml-engineer.json","meta":{"generated_at":"2026-10-28T17:34:29Z","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":23952,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-29T00:00:00Z"}},"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":6650},"rest":"https://alion.io/mcp/rest/get_company?id=6650"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fmanulife-senior-ml-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%2Fmanulife-senior-ml-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%2Fmanulife-senior-ml-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/manulife-senior-ml-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fmanulife-senior-ml-engineer"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":63419}},{"tool":"search_jobs","arguments":{"company":"manulife.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":63419},"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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