{"id":2673633,"url":"https://alion.io/job/bombardier-analyst-data-science-ai","title":"Analyst, Data Science & AI","company":{"id":455981,"name":"Bombardier","domain":"bombardier.com","url":"https://alion.io/company/bombardier","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"SuccessFactors","truth_index":null},"role":"Analytics","role_family":"Analytics","seniority":"senior","employment_type":null,"work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Dorval, Canada"],"countries":["CA"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":61000,"max_usd":109000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":117},"experience_years_min":5,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Azure","optional":false},{"name":"Databricks","optional":false},{"name":"LLM Guardrails","optional":false},{"name":"Machine Learning","optional":false},{"name":"MLFlow","optional":false},{"name":"NLP","optional":false},{"name":"NumPy","optional":false},{"name":"pySpark","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Scikit-learn","optional":false},{"name":"Spark","optional":false},{"name":"SQL","optional":false}],"status":"live","first_seen_at":"2026-10-16T04:29:22Z","employer_posted_date":"2026-10-16","last_verified_at":"2026-10-17T06:01:47Z","board_verified":true,"closed_at":null,"days_open":1,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":1},"description":"When applicable, Bombardier promotes flexible and hybrid work policies.\nWhy join us?\nAt Bombardier, we design, build and maintain the world’s peak-performing aircraft for the world’s most discerning people and businesses, governments and militaries. We have been successful in setting the highest standards by putting our people at the heart of it all, and defining excellence, together.\nWorking at Bombardier means operating at the highest level. Every day, you are part of a team that delivers superior experiences and products, pushing the boundaries of what's possible in our industry and beyond. By prioritizing employee growth and development, we empower everyone to reach their full potential on their own terms, because the best work happens when you are free to be yourself and share your unique expertise.\nBombardier’s Benefits Program\nWith our employees’ well-being top of mind, we offer a comprehensive and competitive Benefits Program, which includes the following:\nInsurance plans (Dental, medical, life insurance, disability, and more)\nCompetitive base salary \nRetirement savings plan \nEmployee Assistance Program \nTele Health Program\nWhat are your contributions to the team?\n Translate business challenges into measurable forecasting, optimization, NLP, retrieval, classification, risk, or recommendation problems.\n Explore, profile, and validate governed enterprise data.\nDevelop reproducible feature-engineering, training, validation, and scoring pipelines using Databricks and Azure.\nEstablish appropriate analytical baselines and business performance measures.\nBuild and validate models using cross-validation, back-testing, uncertainty analysis, and business-relevant metrics.\nDevelop document-intelligence and RAG solutions with grounded outputs, citations, retrieval evaluation, guardrails, and human review.\nDevelop forecasting and inventory-optimization solutions that account for intermittent demand, uncertainty, service levels, and operational constraints.\nDevelop classification and risk models using suitable techniques for imbalanced data, calibration, explainability, and cost-sensitive decisions.\nOperationalize models using MLflow, model registries, automated testing, deployment controls, monitoring, drift detection, and retraining plans. \nApply privacy, security, lineage, explainability, bias, robustness, auditability, and incident-response controls throughout the AI lifecycle.\nClearly communicate assumptions, limitations, trade-offs, and recommendations. Partner with full stack and platform engineers to integrate models into production workflows and user experiences.\nMaintain model documentation, validation evidence, monitoring plans, and support procedures.\nPartner with cross-functional business, technology, data, governance, and delivery stakeholders across the enterprise.\nTranslate business requirements into maintainable technical designs and acceptance criteria.\nHow to thrive in this role?\nYou hold a bachelor’s degree in data science, computer science, statistics, mathematics, engineering, operations research, or a related quantitative field.\nYou have 5+ years of experience developing applied data science, machine learning, forecasting, optimization, NLP, or risk-modeling solutions in business or enterprise environments.\nYou have strong Python and SQL skills, with hands-on experience using pandas, NumPy, scikit-learn, Spark/PySpark, and Databricks.\nYou can frame business problems into analytical targets, constraints, acceptance criteria, measurable outcomes, and production-ready recommendations.\n You apply sound model-development and validation practices, including baseline development, cross-validation, back-testing, error analysis, explainability, and business KPI definition.\nYou communicate clearly with technical and non-technical stakeholders, explaining assumptions, results, limitations, trade-offs, and recommended actions.\nYou thrive in fast-paced, collaborative environments and are fluent in English and French, spoken and written.\nNow that you can see yourself in this role, apply and join the Bombardier Team!\nPlease note: You don’t need all the skills, knowledge, and experience listed to apply for this position. We’re not looking for the perfect candidate, we’re looking for great talent and passionate individuals.\nBombardier is an equal opportunity employer and encourages persons of any race, religion, ethnicity, gender identity, sexual orientation, age, immigration status, disability or other applicable legally protected characteristics to apply.\nJob Analyst, Data Science & AI\nPrimary Location Administrative Centre (CA)\nOrganization Aerospace Canada\nShift Day job\nEmployee Status Regular\nRequisition 14734 Analyst, Data Science & AI","description_format":"text","description_chars":4728,"description_truncated":false,"requirements":{"experience_years_min":5,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[{"language":"French","level":"Advanced (C1)","optional":false},{"language":"English","level":"Advanced (C1)","optional":false}]},"benefits":["Hybrid work","Life insurance","Retirement plans"],"hiring_locations":[{"name":"Canada","iso":"CA","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Aircraft Manufacturing","General Aviation"],"lifecycle":[{"event":"open","at":"2026-10-16T04:29:22Z"}],"visa":[],"liveness":{"score":90,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.903,"p_room":1,"age_days":1,"expected_fill_days":12,"reasons":["conf:4","velocity","win:early","comp:brand"],"computed_at":"2026-10-17T05:46:00Z"},"pay":null,"html_url":"https://alion.io/job/bombardier-analyst-data-science-ai","json_url":"https://alion.io/job/bombardier-analyst-data-science-ai.json","meta":{"generated_at":"2026-10-17T14:03:52Z","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":18931,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-18T00:00:00Z"}},"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":455981},"rest":"https://alion.io/mcp/rest/get_company?id=455981"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fbombardier-analyst-data-science-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%2Fbombardier-analyst-data-science-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%2Fbombardier-analyst-data-science-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/bombardier-analyst-data-science-ai\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fbombardier-analyst-data-science-ai"}]}