{"id":676152,"url":"https://alion.io/job/spectrumhealthcare-data-engineer","title":"Data Engineer","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":"2026-10-29T05:49:05Z"}},"role":"Data Science","role_family":"Data Science","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":null,"salary_estimate":{"min_usd":53000,"max_usd":96000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":27},"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Apache Kafka","optional":false},{"name":"Azure","optional":false},{"name":"Azure Data Factory","optional":false},{"name":"Databricks","optional":false},{"name":"dbt","optional":false},{"name":"Dimensional Modeling","optional":false},{"name":"ETL/ELT","optional":false},{"name":"FHIR","optional":false},{"name":"Fivetran","optional":false},{"name":"HL7","optional":false},{"name":"Informatica","optional":false},{"name":"MuleSoft","optional":false},{"name":"Pandas","optional":false},{"name":"pySpark","optional":false},{"name":"Python","optional":false},{"name":"Snowflake","optional":false},{"name":"Spark","optional":false},{"name":"SQL","optional":false},{"name":"SQLAlchemy","optional":false},{"name":"SSIS","optional":false},{"name":"Talend","optional":false},{"name":"Apex","optional":true}],"status":"live","first_seen_at":"2026-08-25T15:42:00Z","employer_posted_date":"2026-08-25","last_verified_at":"2026-10-29T08:44:29Z","board_verified":true,"closed_at":null,"days_open":64,"trust":{"level":"ok","repost_count":0,"flags":[],"days_open":64},"description":"Are you a Data Engineer with experience building cloud-based data solutions and transforming healthcare data into actionable insights? At Spectrum Health Care (Spectrum), we're building a centralized Cloud Data Lakehouse to support clinical analytics, AI initiatives, and business intelligence across the organization.\nYou’ll play a key role in Spectrum’s digital transformation and innovation, supporting high-impact initiatives to migrate data from legacy EMR systems, cutting-edge EHR platforms, and critical business applications into our cloud stack ecosystem and Salesforce Health Cloud.\nIn this role, you'll design, build, and optimize batch and real-time data pipelines, develop OLTP and OLAP data models, and leverage enterprise-grade ETL tools such as Informatica to deliver secure, compliant, and high-quality datasets. Your work will provide the trusted data foundation to support clinical decision-making, operational excellence, analytics, and AI-drive initiatives across our organization.\nIf you're passionate about data engineering, cloud technologies, and delivering high-quality data that drives meaningful outcomes for patients, families and the communities we proudly serve, we'd love to hear from you.\n Design, deploy and maintain a centralized Azure ADLS Gen2/Databricks/Synapse (or Snowflake) data lake that serves as the single source of truth\nCreate batch & real-time ETL/ELT flows (Azure Event Hubs, Kafka, Spark Streaming) to ingest EHR data and operational telemetry\nWrite and run complex migration scripts using Informatica PowerCenter/IDMC or Azure Data Factory to move data from Epic, other EHRs and legacy OLTP stores into the lakehouse and Salesforce Health Cloud\nBuild automated validation, deduplication, masking, encryption and column-level security to guarantee 100% integrity and PHI compliance\nBuild high-throughput pipelines (SOQL, Bulk API 2.0, Informatica, MuleSoft, dbt, Python) that sync Health Cloud data with the central repository\nTransform HL7, FHIR and EDI messages into clean canonical schemas for storage and analytics\nDesign Robust Data Models - Perform ER/3NF modeling for OLTP and dimensional (star/snowflake/medallion) modeling for OLAP analytics\n Bachelor’s degree in Computer Science, Software Engineering, Data Analytics, or a related technical field\nExperience: 3-7 years of hands-on data engineering experience, with a proven track record of executing complex data migration projects and building cloud data lake architectures.\nExpertise in ER (Entity-Relationship) diagramming, relational database modeling (3NF for OLTP), and dimensional modeling (Star Schema, Snowflake, Medallion) for OLAP systems\nExperience with enterprise ETL platforms such as Informatica (Informatica PowerCenter / IDMC), Azure Data Factory, SSIS, or Talend for legacy data extraction and transformation\nExperience with cloud data architectures (Azure data services: Azure Data Factory, ADLS Gen2, Azure Synapse, Databricks) and familiarity with streaming/real-time pipelines (Event Hubs, Kafka, Spark Streaming)\nExperience working with Salesforce data structures, SOQL, Salesforce Bulk API, and data loading tools (e.g.,Informatica Salesforce Data Loader, MuleSoft, Fivetran, dbt, or custom Python scripts)\nExpert-level SQL skills (complex joins, CTEs, window functions, schema design, index tuning, and database optimization)\nStrong Python skills for data manipulation, scripting, and pipeline execution using libraries like Pandas, PySpark, and SQLAlchemy\nCompensation is based on experience (Annual salary range $95,000 - $105, 000) \n#corp_IT\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":4700,"description_truncated":false,"requirements":{"experience_years_min":3,"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":19,"band":"cold","label":"Long shot","p_open":1,"p_active":0.438,"p_room":0.44,"age_days":64,"expected_fill_days":49,"reasons":["conf:1","stale_co","win:tail","crowd:"],"computed_at":"2026-10-29T05:49:05Z"},"pay":null,"html_url":"https://alion.io/job/spectrumhealthcare-data-engineer","json_url":"https://alion.io/job/spectrumhealthcare-data-engineer.json","meta":{"generated_at":"2026-10-29T10:03:35Z","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":15158,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-30T00:00:00Z"}},"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-data-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%2Fspectrumhealthcare-data-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%2Fspectrumhealthcare-data-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/spectrumhealthcare-data-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fspectrumhealthcare-data-engineer"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":676152}},{"tool":"search_jobs","arguments":{"company":"spectrumhealthcare.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":676152},"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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