Data Scientist – Providence Health Care

Title of the Job: Data Scientist

Location: Vancouver, BC

Job Description: SalaryThe salary range for this position is CAD $38.12/Hr. – CAD $54.80/Hr.SummaryProvidence Health Care is now accepting applications for a temporary full-time Data Scientist to join our team.Reporting to the Senior Manager, Advanced Modeling & Optimization, the Data Scientist I works as part of a team to analyze structured and unstructured data, model complex problems, and identify opportunities for process and product optimization by using statistical, algorithmic, mining, and visual techniques. This role assists in developing machine learning (ML) predictive and prescriptive analytics models through the innovative understanding and use of large data sets and the verification of effectiveness to improve clinical processes and patient outcomes. The Data Scientist I supports Providence Health Care (PHC) strategic priorities by understanding the clinical, financial, and operational issues to be solved and working closely with stakeholders, clinical and technical experts, and functional teams to leverage knowledge, interpret outputs, deploy solutions, and provide actionable insights. The role also assists in developing a solid and sustainable machine learning foundation and competency for PHC.Please note this role is currently a fixed one-year contract until August 2025. While there is the possibility of extension or transition to a permanent role, there are no gurantees at this time.Your duties will include:

• Data Science and ML Model Development: Design, build, and implement data science and machine learning models to identify patterns, trends, and opportunities, collaborating with clinical and management teams to improve various clinical domains.
• Data Integration and Preparation: Identify, clean, and integrate large datasets from disparate sources, enhance data collection procedures, and provide input on data quality for applications and systems.
• Advanced Modeling and Analytics: Work with the Advanced Modeling & Optimization team to develop predictive and prescriptive analytic models, analyze and deploy data science models on cloud environments (Azure/AWS), and provide strategic recommendations to management.
• Stakeholder Collaboration and AI Product Development: Collaborate with stakeholders to develop and implement AI products aligned with PHC’s strategic priorities, improve AI product performance, and stay updated with the latest technology trends and methods.

What You BringEducationA Masters’ Degree in Mathematics, Statistics, Computer Science, Engineering or other quantitative degree is required plus one (1) years’ experience working with large datasets and machine learning models including experience using statistical and data mining techniques, and distributed data/computing tools; writing computer code; querying databases; and using statistical computer languages, or an equivalent combination of education, training and experience.Skills and Abilities

• Knowledge of supervised machine learning, decision trees, and logistic regression.
• Display comprehensive understanding of, and skills using, statistical and data mining techniques such as GLM/Regression, Random Forest, Boosting, Trees, text mining, network analysis, simulation, scenario analysis, and clustering analysis.
• Demonstrated ability to perform analytical functions and transform database structures including creating datasets and writing computer code to execute complex queries using statistical computer languages such as Python, R, and SQL.
• Demonstrated proficiency working with large volumes of data across multiple servers using distributed data/computing tools such as Hadoop, Spark, MySQL, AWS, etc.
• Demonstrated proficiency working with both relational (SQL) and non-relational databases (NoSQL).
• Demonstrated understanding of data privacy, security and related tools such as anonymization and encryption
• Demonstrated ability to use Azure/AWS cloud resources.
• Demonstrated skills in using data visualization tools (such as Tableau, Power BI, Matplotlib, D3, ggplot) and to visually present complex data to stakeholders for consideration.
• Excellent oral and written communication skills and ability to clearly and fluently translate technical findings to non-technical partners and to communicate to multiple audiences using data storytelling and through graphics.
• Demonstrated ability to work collaboratively in an interdisciplinary environment and to develop recommendations using facilitation and consensus building.
• Strong analytical, critical thinking, and evaluation skills to discern and help solve the important problems facing health care, to identify new ways to leverage our data, and to direct efforts in the right direction.

What We Offer

• Competitive salary: $74,618 – $107,264 CAD per year, depending on experience
• Comprehensive benefits: Eligible employees receive a robust medical and dental benefits package, including 4 weeks paid vacation starting.
• Pension plan: Work towards a comfortable retirement through employer-matched contributions to one of Canada’s strongest pension plans!
• Meaningful impact: Your dedication and expertise will directly impact the lives of patients, including many from marginalized communities, helping contribute to the public healthcare system we’re privileged to have here in BC.
• Growth opportunities: We welcome individuals at all stages of their career, offering opportunities for professional development and growth.
• State-of-the-art facilities: The new St. Paul’s Hospital and health campus will be the most innovative approach to the delivery of integrated care in B.C. and Canada, designed to appropriately address the future health needs of patients, families and our communities. From hospital care to primary and community health solutions, the new St. Paul’s Hospital and health campus will continue to lead innovations in care, research, and teaching. The new St. Paul’s Hospital is expected to open in 2027.
• Inclusive culture: We respect the diversity, dignity and interdependence of all persons. We value the cultural richness that our diverse workforce brings to the care of our equally diverse population of patients and residents.

Who we are:Providence is a non-profit healthcare provider with over fifteen sites, including a large tertiary hospital in the heart of Vancouver’s beautiful and vibrant Downtown, a smaller community hospital in the idyllic Mount Pleasant neighborhood, one of the largest referral centres for rehabilitation in British Columbia, and five long-term care facilities, as well as other clinics.As a leading teaching and research organization, and the provincial referral center for Cardiac, HIV/AIDS, and Renal Care, we provide services ranging from acute and long-term care to leading substance use and addiction treatment supporting some of BC’s most marginalized communities. Guided by the motto “how you want to be treated”, delivering exceptional patient and family-centered care is our mission.Curious about working at PHC and our culture? Check out the video below to learn more and meet some of the members of the team you’d be joining:Your Day to Day

• Designs, builds and implements data science and machine learning models by working as part of the Advanced Modeling & Optimization team and with clinical management and staff, project/program managers, and members of the health informatics team. Identify patterns, trends, and opportunities to assist in making predictions or reducing workload that will have a significant impact across various clinical domains within PHC.
• Identifies, cleans, and integrates large sets of structured and unstructured datasets from disparate sources for use in ML models and products. Enhances data collection procedures to include information that is relevant for building advanced ML models. Provides input to applications, databases, and systems used to assess study data quality.
• Works as part of the Advanced Modeling & Optimization team to use advanced ML processes to convert data from non-functional forms, such as scanned image text, to functional forms ready for use in further ML models.
• Assists in analyzing, testing, and deploying data science models and applications on cloud environment (Azure/AWS).
• Assists in developing predictive and prescriptive analytic models and reports in support of the organization’s clinical and business initiatives and priorities by working as part of the Advanced Modeling & Optimization team to apply advanced statistical and computational methods and innovative use of data, collaborate with Developers in the construction of analytic models, and maintain detailed project status plans to achieve ML development cycle timelines and avoid development delays.
• Works with other members of the Advanced Modeling & Optimization team to assist with recommendations to management regarding strategic actions to maintain the ML development pipeline, analytic architectures, and life cycle, to avoid potential negative consequences and system failures, and to increase the positive impacts of ML systems.
• Works closely with clinical and management teams across PHC to strategize, develop, and implement artificial intelligence (AI) products that translate into improved quality of care, clinical outcomes, reduced costs, temporal efficiencies, and process improvements.
• Identifies, engages, and collaborates with specific stakeholders as required for the development of AI products designed around PHC’s strategic priorities and clinical/business problems. Assesses and implements improvements to AI products as needed and creates anomaly detection systems to track performance and data accuracy.
• Keeps up-to-date with the latest technology trends and methods by staying abreast of state-of-the-art literature in the fields of data science, operations research, and artificial intelligence.
• Performs other related duties as required.

We acknowledge that Providence Health Care and the new St. Paul’s Hospital site is located on the traditional, ancestral, and unceded territory of the Coast Salish Peoples, including the territories of the xʷməθkwəy̓əm (Musqueam), Skwxwú7mesh (Squamish), and Səl̓ílwətaʔ/Selilwitulh (Tsleil-Waututh) Nations.

Company Name: Providence Health Care

Salary:

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