Clinical Data Scientist
Tasks
- Apply NLP for clinical note data extraction
- Apply medical coding for patient identification and phenotyping
- Apply propensity score methods
- Assess RWD limitations and proxy endpoint constraints
- Assess data quality dimensions
- Collaborate with analysts and data scientists
- Conduct time to event analyses
- Define clinical score proxies and surrogate endpoints guidance
- Develop RWD data assessment frameworks
- Document feasibility reports
- Evaluate fitness for purpose of RWD for evidence generation
- Evaluate patient population representativeness
- Extract structured and unstructured data from EHR
- Lead RWD source feasibility assessments
- Manage external data vendors and technology partners
- Partner with cross functional stakeholders on RWD usage
- Perform epidemiological study design
- Provide fit for purpose data assessment guidance
- Provide methodological input for RWD foundation and products
- Recommend optimal RWD usage
- Run sensitivity analyses and bias assessment
Perks/Benefits
- N/A
Skills/Tech-stack
Administrative Claims | Bias Assessment | Biostatistics | CPT | Data Quality | Data quality assessment | Disease Registry Data | EHR data | Epidemiology | Event analysis | Health Informatics | ICD-10 | LOINC | Language Processing | Natural Language | Natural Language Processing | OHDSI OMOP | Patient Registries | Pharmacoepidemiology | Predictive Modeling | Propensity Score Matching | Propensity score | Python | Quality Assessment | R | Real-World Data | Real-World Evidence | Registry data | Regression Analysis | RxNorm | SAS | SNOMED CT | SQL | Score Matching | Sensitivity Analysis | Series analysis | Snowflake | Time Series | Time Series Analysis | Time to Event | Time to event analysis
Education
Related jobs
-
AI Scientist I CAD 85K-166KAmazon Web Services | Clustering | Computer Vision | Data Quality | Data cleaningCollaborative work environment | Employee referral program | International team collaborationMid-level Full TimeWestmount, Quebec, CA6h ago
-
Causal Inference | Classification | DBT | Data Modeling | ExperimentationAnnual learning and development budget | Fully remote work flexibility | Health dental wellness coverage | Paid vacation policy | Parental leave top-upSenior-level Full TimeCanada R22h ago
-
Causal Inference | Classification | DBT | Experimentation | Machine LearningCompany offsites | Flexible schedule | Health dental and wellness coverage | Learning and development budget | Paid vacationSenior-level Full TimeCanada23h ago
-
Azure | Classification | Clustering | Data Mining | Data NormalizationMid-level Full TimeCAN - Montreal, Canada1d ago
-
Mid-level Full TimeCanada1d ago
-
Senior / Staff Applied Scientist USD 146K-280KA/B | A/B Testing | Autonomous Vehicles | B testing | DashboardsAnnual performance bonus | Equity awards | Flexible hours | Health and wellness benefits | Unlimited vacationSenior-level Full TimeToronto, ON1d ago
-
AI Specialist CAD 94K-120KAzure OpenAI | Chroma | Data Visualization | Hugging Face | Language ModelsMid-level Full TimeSaskatoon, SK, CA, S7K 5R62d ago
-
Applied Scientist USD 128K-184KBI tools | Data Visualization | Hypothesis Testing | Machine Learning | PythonDental insurance | Flexible work hours | Health insurance | Social events | Team-building activitiesMid-level Full TimeToronto, ON2d ago
-
AML | Auditability | Data Reconciliation | Data Validation | Data cleaningHybrid work modelSenior-level Full TimeToronto, Canada R2d ago
-
Data Scientist CAD 90K-110KAWS | Agile | Artificial Intelligence | CI/CD | Computer VisionAccess to private park | Electric vehicle parking | Hybrid work policy | On-site cafeteria | Wellness programsMid-level Full Time337 MAGNA DRIVE, L4G 7L6, AURORA, …2d ago
-
Data Scientist Intern (September 2026 12 Months) CAD 50K-60KAlgorithms | Classification | Data Structures | Database fundamentals | EmbeddingsEntry-level Full Time InternshipMississauga, Canada – Meadowvale Office (HQ)2d ago
-
Data Scientist CAD 73K-122KAutomation | Deep learning | LLM Agents | LLM Frameworks | Language ModelsCoffee provided | Daily lunches | Dental insurance | Fitness subscription reimbursement | Health insuranceMid-level Full TimeMontreal, QC2d ago
-
Senior Data Scientist CAD 118K-145KAPI Integration | AWS | Agentic Systems | CI/CD | Data PipelinesEmployee share purchase plan | Extra paid days off | Flexible work arrangements | Hybrid work model | Pension planSenior-level Full TimeVancouver, 200 Granville St, Canada2d ago
-
Data Scientist CAD 100K-150KAPI Integration | AWS | Agentic AI | Azure | ComplianceHealth and wellbeing benefits | Prevention programs | Wellness programsMid-level Full TimeToronto, Canada2d ago
-
Data Scientist III CAD 96K-136KAB Testing | Customer Segmentation | Data Engineering | Data Marts | Data PipelinesBanking benefits and discounts | Career development | Health and well-being benefits | Paid time off | Reward and recognition programsSenior-level Full TimeTD Centre - South - 79 …2d ago
-
AI Scientist - Deployment of Agentic AI CAD 103K-153KAI Fairness | AI Governance | AI Model Integration | AI Safety | AI modelCorporate discounts | Development opportunities | Flexible work environment | Healthcare pension plan | On-site gymExecutive-level Full TimeToronto, ON, Canada2d ago
-
Principal Applied Scientist CAD 88K-152KAdversarial Machine Learning | Anomaly Detection | Apache Beam | Apache Flink | ClusteringFlexible medical benefits | Life insurance | Retirement options | Volunteer programsSenior-level Full TimeCanada2d ago
-
Staff Data Scientist - Risk CAD 150K-180KAML | Causal Inference | Classification | DBT | Data InstrumentationAnnual training budget | Health and dental coverage | Paid vacation | Parental leave top-up | Remote-friendlySenior-level Full TimeRemote, Canada R2d ago
-
Senior Data Scientist - Risk CAD 130K-160KAML | Causal Inference | Classification | Compliance analytics | DBT20 days vacation per year | Annual learning budget | Health and dental coverage | Health and wellness spending account | Parental leave top-upSenior-level Full TimeRemote, Canada R2d ago
-
AWS SageMaker | Azure Machine Learning | Elasticsearch | Hugging Face | Hugging Face TransformersContinuous learning programs | Dental insurance | Disability insurance | Employee stock purchase plan | Fitness reimbursementSenior-level Full TimeCanada R3d ago
-
Data Scientist III, TD Auto Finance CAD 96K-136KData Mining | Data Quality | Data Visualization | Data integration | ExcelCareer development | Health and wellbeing benefits | Mentoring programs | Paid time off | Reward and recognition programsSenior-level Full Time12 Concorde Place, Toronto, Ontario, Canada3d ago
-
Senior Data Scientist, Predictive Modelling CAD 64K-105KAzure | Causal Inference | Cloud Computing | Data Transformation | Data ValidationCareer growth opportunities | Comprehensive benefits | Continuing education programs | Performance incentives | Product DiscountsSenior-level Full Time20 Eglinton West, Canada3d ago
-
2026 Insurance, Fall AI Engineering Co-Op CAD 40K-60KAWS | Airflow | Azure | Bash | CI/CDCoaching and development | Training programEntry-level Full TimeMEADOWVALE BUSINESS PARK, 6880 FINANCIAL DR:MISSISSAUGA, …3d ago
-
Sr. Data Scientist - GenAI CAD 129K-179KAgentic framework | Azure | CI/CD | Cloud Computing | Code reviewDental insurance | Disability insurance | Employee assistance program | Flexible work environment | Health insuranceSenior-level Full TimeCAN, Ontario, Toronto, 200 Bloor Street …3d ago
-
Actuarial Specialist – Claims Analytics CAD 110K-160KAI Governance | Big Data | Data Mining | Data Preparation | Data QualitySenior-level Full Time50 Boulevard Cremazie West, Montreal, Quebec, …3d ago