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Junior Data Scientist
1 week ago
Job Category
M&P - AAPS
Job Profile
AAPS Salaried - Statistical Analysis, Level A
Job Title
Junior Data Scientist
Department
Research | Data Science Institute | Faculty of Science
Compensation Range
The Compensation Range is the span between the minimum and maximum base salary for a position.
The midpoint of the range is approximately halfway between the minimum and the maximum and represents an employee that possesses full job knowledge, qualifications and experience for the position.
In the normal course, employees will be hired, transferred or promoted between the minimum and midpoint of the salary range for a job.
Posting End DateJanuary 11, 2023
Note:
Applications will be accepted until 11:59 PM on the day prior to the Posting End Date above.
Job End Date
Feb 29, 2024
There are multiple openings for this role.
Organizational Status
Work Performed
Design, develop, implement and evaluate methods, pipelines and tools for the analysis of text and quantitative data sets, which may include, but not limited to, tools for information extraction, sentiment analysis and topic modelling
Design, develop, implement and evaluate machine learning methods for building predictive models
Manage research projects and ensure all stakeholders are kept up-to-date on progress and outcomes
Communicate research goals and results to both technical and non-technical audiences
Work effectively in an interdisciplinary environment by engaging a team of clinicians and researchers from health, computer science and statistics, etc.
Deliver guest presentations and/or professional workshops on data science topics
Respect privacy and ethics around the use of sensitive and privileged data sets
Work effectively in a team environment with limited supervision
Respect and value diversity in the workplace environment
Reports to the DSI Scientific Director or designate
Consequence of Error/Judgement
The incumbent is given wide latitude for exercising independent initiative and judgment in performing specialized duties and responsibilities. A lack of judgment could harm the DSI and partner organizations' research and funding.
The incumbent will interact with multiple researchers across various organizations to address their data needs and research findings, and discretion is vital.
Supervision Received
The incumbent will be able to work independently with mínimal supervision and regularly report to the DSI Scientific Director or their designate.
The incumbent will also receive support from the DSI Scientific Director and research collaborators as needed to familiarize themselves with the health systems.
Supervision Given
The incumbent will assist the DSI Scientific Director and other DSI data scientists, with the supervision and mentoring of junior research trainees (e.g., co-op students).
Post-graduate degree in Statistics. Minimum of two years of related experience in research analysis, or the equivalent combination of education and experience.
Preferred Qualifications
M.Sc. from a qualitative research field; e.g., computer science, statistics, applied mathematics, data science; or a minimum of two years of experience in research analysis or equivalent education and experience
Knowledge and Experience
Excellent programming experience (e.g., Python, R, Java, JavaScript, C#, C++)
Excellent knowledge and experience in Natural Language Processing. Knowledge and experience of using pre-trained language models is a bonus
Excellent knowledge and experience with relational and non-relational database systems (e.g., SQL, Hive, Cassandra, MongoDB, Spark, Neo4J, Pandas)
Excellent knowledge and hands-on experience with various machine learning packages and models (e.g., PyTorch, Scikit-Learn, TensorFlow)
Knowledge and hands-on experience developing interactive visuals
Experience developing workflows and models on cloud platforms (e.g., Azure, Google Cloud, AWS)
Excellent communication skills and able to explain complex concepts to non-technical audiences
Excellent organizational skills and able to juggle multiple projects
Experience in project management is an asset but not necessary
Experience working in health is an asset but not necessary
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