Data Scientist - Canada's Health Magazine

Title: Data Scientist

Company: Fraser Health Authority
Location: Surrey, British Columbia
Job Type: FlexTime, FullTime, Shift

Description:

Fraser Health is seeking a Full Time Data Scientist to join their Centre for Advanced Analytics, Data Science, and Innovation team in Surrey, B.C. The successful candidate will lead the development of machine learning foundations and work closely with clinical and leadership teams to implement artificial intelligence products. Responsibilities include identifying, cleaning, and integrating datasets, converting data for ML models, implementing ML models into production, and collaborating with stakeholders. The ideal candidate will have a PHD in Statistics, Mathematics, or Computer Science, with 5-7 years of experience in large datasets and machine learning models.

Responsibilities:

Lead the development of machine learning foundations for Fraser Health

Collaborate with clinical and leadership teams to implement AI products

Clean and integrate datasets for ML models

Convert data for use in ML models

Implement ML models into production

Communicate analytic solutions to leadership

Maintain project status plans

Assess and implement improvements to AI products

Stay up-to-date with technology trends

Qualifications:

PHD in Statistics, Mathematics, or Computer Science

5-7 years of experience with large datasets and machine learning models

Competencies:

Leadership practices of the Fraser Health Leadership Framework

Professional/Technical Capabilities:

Advanced skills in AI product design and quantitative data analysis

Thorough knowledge of data mining, statistical methods, and machine learning

Proficiency in advanced machine learning methods and software packages

Experience with statistical and data mining techniques

Ability to communicate effectively and work collaboratively

Critical thinking and analytical skills

Ability to prepare and present information to multiple audiences

About Fraser Health: Fraser Health provides healthcare to over two million people in Metro Vancouver and the Fraser Valley. They are committed to diversity, respect, and inclusivity in the workplace. Fraser Health is dedicated to planetary health and values a culture of caring and trust. They are actively working to ensure an inclusive and equitable hiring process.

Apply Now

Magazica AI Resume Analyzer

Compare your resume with this job and get a personalized report.

⚠️ Please Sign in to use the Resume Analyzer.

🎤 Include Sample Interview Questions

Title: Data Scientist
Company: Fraser Health Authority
Location: Surrey, British Columbia
**Salary** The salary range for this position is CAD $54.16 - $77.86 / hour

**Job Summary** Are you looking for that opportunity to put your established data expertise to use in healthcare? Do you take responsibility for your own performance and aim to model integrity, resilience and confidence? If you have answered "yes", we want you to keep reading! We are currently looking for a **Full Time Data Scientist** to join our Centre for Advanced Analytics, Data Science, and Innovation (CAADSI) team at the Central City office located in **Surrey, B.C.** with flexible work options.

**Position Highlights**

* Work as the lead Data Scientist and strategist to foster and develop a solid and sustainable machine learning foundation and competency for Fraser Health.
* Work closely with clinical and leadership teams across the health authority to strategize, develop, and implement artificial intelligence (AI) products.
* Identify, clean, and integrate large sets of structured and unstructured datasets from disparate sources for use in ML models and products. Enhance data collection procedures to include information that is relevant for building advanced ML models.
* 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.
* Use advanced ML models to identify patterns, trends, and opportunities that can make predictions or reduce workload to make a significant impact across various clinical domains within Fraser Health
* Lead the process of implementation of ML models into production by collaborating and guiding developers.
* Identify, engage, and collaborate with specific stakeholders as required for the development of AI products
* Communicate analytic solutions to leadership and informs leadership of AI product status throughout the various stages of the product lifecycle.
* Make recommendations to leadership regarding strategic actions to maintain the ML development pipeline, analytic architectures, and life cycle to avoid potential negative consequences and system failures increase positive impact of ML systems.
* Maintain detailed project status plans in order to achieve ML development cycle timelines avoiding development delays
* Assess and implement improvements as needed to already existing AI products and creates anomaly detection systems to track performance and data accuracy.
* Keep up-to-date with latest technology trends and methods.

**To join our team, ideally, we are looking for you to have:**

* PHD in Statistics, Mathematics, Computer Science or another quantitative field (Master's degree in a related discipline with equivalent professional experience will also be considered).
* Five to seven years of experience working with large datasets and machine learning models
* Experience with Generative AI and Large Language Models is preferred
* An equivalent combination of education, training and experience may be acceptable

**Detailed Overview** **Supporting the Vision, Values, Purpose and Commitments of Fraser Health including service delivery that is centered around patients/clients/residents and families:** Reporting to the Senior Data Scientist, the Data Scientist acts in accordance with the cognitive computing priorities of Fraser Health to build and increase capacity and support for the cognitive computing learning systems to create and enhance insights gained from analyzing quality data. The Data Scientist adeptly uses large data sets and machine learning (ML) models to find opportunities for product and process optimization as well as to test the effectiveness of different courses of action. Discovers solutions hidden in large data sets and works with stakeholders and functional teams to improve business processes and outcomes.

**Responsibilities**

* Works as the lead Data Scientist and strategist for the assigned program, to foster and develop a solid and sustainable machine learning foundation and competency for Fraser Health.
* Works closely with clinical and leadership teams across the health authority to strategize, develop, and implement artificial intelligence (AI) products.
* Identify, clean, and integrate large sets of structured and unstructured datasets from disparate sources for use in ML models and products. Enhance data collection procedures to include information that is relevant for building advanced ML models.
* Uses 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.
* Uses advanced ML models to identify patterns, trends, and opportunities that can make predictions or reduce workload to make a significant impact across various clinical domains within Fraser Health
* Leads the process of implementation of ML models into production by collaborating and guiding developers.
* Identifies, engages, and collaborates with specific stakeholders as required for the development of AI products
* Communicates analytic solutions to leadership and informs leadership of AI product status throughout the various stages of the product lifecycle.
* Make recommendations to leadership regarding strategic actions to maintain the ML development pipeline, analytic architectures, and life cycle to avoid potential negative consequences and system failures increase positive impact of ML systems.
* Maintains detailed project status plans in order to achieve ML development cycle timelines avoiding development delays
* Assess and implements improvements as needed to already existing AI products and creates anomaly detection systems to track performance and data accuracy.
* Keeps up-to-date with latest technology trends and methods.

**Qualifications** **Education and Experience** PHD in Statistics, Mathematics, Computer Science or another quantitative field, 5-7 years of experience working with large datasets and machine learning models. An equivalent combination of education, training and experience will also be considered.

**Competencies** Demonstrates the leadership practices of the Fraser Health Leadership Framework of Clear, Caring and Courageous and creates the conditions for people to succeed.

**Professional/Technical Capabilities**

* Advanced skills in AI product design and the analysis of quantitative data for the purpose of creating actionable insights and measureable impact.
* Thorough knowledge of the principles, processes, procedures and methods involved in data mining, data analysis, statistical methods, and machine learning.
* Demonstrated expertise in planning, organizing and coordinating AI product activities.
* Demonstrated proficiency with using advanced machine learning methods, machine learning software packages, and manipulation of large datasets.
* Knowledge and experience in statistical and data mining techniques including but not limited to: GLM/Regression, Random Forest, Boosting, Trees, text mining, network analysis, simulation, scenario analysis, clustering analysis, decision trees, neural networks, etc.
* Experience writing computer code, querying databases, and using statistical computer languages: Python, SLQ, R, etc.
* Experience using web services: Redshift, S3, Spark, DigitalOcean, etc.
* Experience with distributed data/computing tools: Map/Reduce, Hadoop, AWS, Hive, Spark, Gurobi, MySQL, etc.
* Experience visualizing/presenting data for stakeholders using: Jupyter, Matplotlib, D3, ggplot, Periscope, Business Objects, etc.
* Demonstrated expertise in knowledge synthesis and translation activities.
* Demonstrated ability to communicate effectively, both verbally and in writing.
* Ability to work collaboratively in an interdisciplinary environment.
* Ability to analyze complex issues and develop recommendations using facilitation and consensus building.
* Demonstrated critical thinking and analytical skills including statistical analysis and evaluation methodology.
* Ability to prepare and present information to multiple audiences.

**About Fraser Health** Fraser Health is the heart of health care for over two million people in Metro Vancouver and the Fraser Valley in British Columbia, Canada, on the traditional, ancestral and unceded lands of the Coast Salish and Nlaka'pamux Nations and is home to 32 First Nations within the Fraser Salish region.

People - those we care for and those who care for them - are at the heart of everything we do. Our hospital and community-based services are delivered by a team of 50,000+ staff, medical staff and volunteers.

We are committed to planetary health and value diversity in the work force. We strive to maintain an environment of respect, caring and trust. Fraser Health's hiring practices aspire to ensure all individuals are treated in an inclusive, equitable and culturally safe manner.

Together, we are the heart of health care.

IMPORTANT: Recruitment scam warning

Please be on alert for recruitment scams. We are aware of several scams targeting individuals by falsely claiming to represent Fraser Health. Always take precautions when sharing personal details with unverified sources. Please note that we will never ask for money or payment, nor ask you to download or install an app at any point during our recruitment process.

I agree to the Resume Analyzer Terms & Conditions.

Magazica AI Resume Analyzer

Match Score: 0%

Disclaimer

Professional Advice

Contact Info

Terms

SUBSCRIPTION