{"id":676165,"url":"https://alion.io/job/spectrumhealthcare-ai-developer","title":"AI Developer","company":{"id":684596,"name":"Spectrum Health Care","domain":"spectrumhealthcare.com","url":"https://alion.io/company/spectrumhealthcare","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"SmartRecruiters","truth_index":{"grade":"A","score":86,"open_postings":19,"ghost_share":0,"stale_share":0.579,"repost_share":0,"time_to_fill_p50_days":49,"computed_at":"2026-11-03T05:54:40Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"middle","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Toronto, Canada"],"countries":["CA"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":110000,"max":120000,"currency":"CAD","period":"year","gross":null,"usd_annual":85895},"salary_estimate":null,"experience_years_min":4,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"Databricks","optional":false},{"name":"Docker","optional":false},{"name":"FastAPI","optional":false},{"name":"HIPAA","optional":false},{"name":"LangGraph","optional":false},{"name":"LLM","optional":false},{"name":"Machine Learning","optional":false},{"name":"NLP","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Spark","optional":false},{"name":"SQL","optional":false},{"name":"Streamlit","optional":false},{"name":"Transformers","optional":false},{"name":"LangChain","optional":true}],"status":"live","first_seen_at":"2026-04-15T19:37:42Z","employer_posted_date":"2026-04-15","last_verified_at":"2026-11-04T03:45:23Z","board_verified":true,"closed_at":null,"days_open":202,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":201},"description":"Help transform home healthcare by turning data into intelligence that improves care where it matters most - at home.\nSpectrum Health Care is seeking anAI Developer to join our growing Data and AI Team and help shape the next generation of healthcare intelligence. This is a full-stack AI role where you will work end-to-end transforming complex healthcare data into intelligent, production-ready AI systems used in clinical and operational settings.\nWe’re looking for more than technical skill. You’ll bring a strong healthcare business mindset, comfort navigating complex database environments, and deep expertise in retrieval-augmented generation (RAG) to ensure our AI systems deliver grounded, accurate, and trustworthy insights.\nThink this role aligns with your experience and interests? Apply now!\nBy joining Spectrum Health Care, you will be part of one of Canada’s Best Managed companies and a committed member of a team of highly skilled healthcare professionals.\n Collaborate with Data Engineering teams to build and maintain scalable, HIPAA-compliant data pipelines using Python, SQL, Spark, and Databricks to support healthcare AI use cases\nOptimize databases and queries across relational systems and data warehouses to enable low-latency access for AI applications\nDesign and deploy retrieval-augmented generation (RAG) systems to deliver grounded, reliable insights for clinical and administrative workflows\nDevelop agentic AI workflows and NLP solutions to extract value from unstructured clinical data\nRapidly prototype and demo AI tools using Streamlit and integrate workflows into operational systems using low-code tools\nDeploy, evaluate, and optimize AI systems using Docker, FastAPI, and metric-driven performance monitoring to ensure production reliability and minimize hallucinations\n Bachelor’s degree in Computer Science, Engineering, or a related technical field\n4-7+ years of experience in AI, Machine Learning, or Data Engineering roles\nStrong, hands-on experience with retrieval-augmented generation (RAG) systems\nAdvanced Python skills for data processing and API development\nExcellent SQL skills and comfort working in complex, real-world database environments\nStrong understanding of LLM and Transformer architectures, especially as they relate to long-context and retrieval-based systems\nExperience with Agentic AI frameworks (e.g., LangGraph or similar)\nBackground working with healthcare or regulated data (EHRs, PHI, HIPAA environments)\nExperience deploying and operating AI systems in production\nComfort collaborating with non-technical stakeholders, including clinical teams\n This position is a current vacancy\nSpectrum Health Care is thrilled to be named one of Canada’s Best Managed Companies. This award recognizes top companies across Canada for overall performance, sustained growth, strategy, capabilities and innovation, culture and commitment, and leadership. Click here to learn more about this esteemed honour.\nWe thank all applicants, however, only those individuals selected for interviews will be contacted.\nIn accordance with the Accessibility for Ontarians with Disabilities Act 2005, upon request, support will be provided for accommodations throughout the recruitment process.\nIf you require accommodation because of disability through the recruitment process, please contact Human Resources at () for assistance.\nSpectrum Health Care is committed to fostering, cultivating and building a culture of diversity, equity and inclusion within our organization. We strive to attract, engage and develop a workforce that reflects the diverse communities that we serve and we know a diverse workforce is key to the growth and success of our organization.","description_format":"text","description_chars":3732,"description_truncated":false,"requirements":{"experience_years_min":4,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[{"language":"English","level":"All levels","optional":false}]},"benefits":["Equity"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Home Care Services"],"lifecycle":[{"event":"open","at":"2026-09-10T22:57:25Z"}],"visa":[{"country":"CA","licensed_sponsor":true,"evidence":"Positions approved through LMIA in 12 months: 20","filings_12m":20,"filings_prev_12m":21,"green_card_filings_12m":null,"median_offered_wage_usd":null,"route":"Low Wage","cap_exempt":false,"checked_at":"2026-10-03T21:10:52+00:00","sources":["ESDC: employers issued a positive LMIA"],"filings_for_role_12m":0}],"liveness":{"score":6,"band":"cold","label":"Long shot","p_open":1,"p_active":0.225,"p_room":0.28,"age_days":201,"expected_fill_days":49,"reasons":["conf:2","stale_co","win:tail","crowd:"],"computed_at":"2026-11-03T05:54:40Z"},"pay":{"stated_usd_annual":85895,"is_top_pay":false},"html_url":"https://alion.io/job/spectrumhealthcare-ai-developer","json_url":"https://alion.io/job/spectrumhealthcare-ai-developer.json","meta":{"generated_at":"2026-11-04T03:56:20Z","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":6089,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-05T00:00:00Z"}},"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":684596},"rest":"https://alion.io/mcp/rest/get_company?id=684596"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fspectrumhealthcare-ai-developer"},{"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%2Fspectrumhealthcare-ai-developer"},{"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%2Fspectrumhealthcare-ai-developer"},{"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/spectrumhealthcare-ai-developer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fspectrumhealthcare-ai-developer"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":676165}},{"tool":"search_jobs","arguments":{"company":"spectrumhealthcare.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":676165},"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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