University of Toronto
Faculty of Information
Sessional Lecturer
Winter Term 2027 (January 2027 - April 2027)
Course Description:
At the heart of every Data Science project exists the planning, design and execution of experiments. Such experiments aim at understanding the data, potentially cleaning it and performing the necessary data analysis for knowledge discovery and decision-making. Without knowing the experimental design processes that are used in practice, researchers may not be able to discover what is really hidden in their data. The first aim of this course (INF2178H — Experimental Design for Data Science) is to look at existing experimental designs that take into account the questions that need to be answered as well as the nature of the data and the different parameters used by algorithms.
Subsequently, the course will introduce different qualitative and quantitative methods to assess the quality of the results.
All concepts will be accompanied by examples and the students will have practical exercises and a project in which they will demonstrate their knowledge.
Estimate of the course enrolment: 140
Estimate of TA Support: Estimate of 75 hours with enrollment of 36 or greater. Allocation of TA hours, if any, will be based on enrolment numbers.
Class Schedule: Monday- 2pm to 5pm, Winter-2027 semester.
Sessional dates of appointment: January 1, 2027 - April 30, 2027
Salary:
Sessional Lecturer I: $10,889
Sessional Lecturer I Long Term: $11,652
Sessional Lecturer II $11,652
Sessional Lecturer II Long Term: $11,924
Sessional Lecturer III: $11,924
Sessional Lecturer III Long Term: $12,202
Please note that should rates stipulated in the collective agreement vary from rates stated in this posting, the rates stated in the collective agreement shall prevail.
Qualifications: Preferably candidates will have a completed, or nearly completed, PhD degree in an area related to the course or a Master’s degree plus extensive professional experience in an area related to the course. Teaching experience is preferred.
Brief description of duties: Preparing course materials; delivering course content (e.g., seminars, lectures, and labs); developing and administering course assignments, tests & exams; grading; holding regular office hours.
Application Deadline: September 8, 2026
Application Process:
Sessional Lecturer, INF2178H - Experimental Design for Data Science • Toronto, ON, CA
Become a cornerstone of innovation as a Senior Sensor Fusion & Data Architecture Lead for an esteemed airport project.Utilitize your deep knowledge in industrial data systems and cloud architecture... Show more
A leading IT services company in Toronto is seeking candidates for a role focused on AIML model development and deployment.The salary range for this position is between CA$ 90,000 and CA$ 120,000 p... Show more
We’re seeking a highly skilled and hands-on Senior Manager of Machine Learning & Applied Science to lead the design, development, and delivery of advanced NLP, LLM, and agent-based systems that pow... Show more
A leading AI consultancy in Canada seeks a Freelance Data Science Expert to design and develop data science problems for advanced projects.This role requires a Master's or Ph.Experts in Python, SQL... Show more
RBC Borealis is looking for an enthusiastic Research Lead who is excited by the opportunity of being at the forefront of machine learning technology and working on extremely challenging problems in... Show more
Join Lyft as a Data Science Team Leader focused on P&L management.Enhance routing for millions by developing insightful analytics solutions.In this influential role, you’ll manage and mentor a dive... Show more
If you tick one of these boxes, then we could have the role for you!.You’re a successful graduate of a college or university marketing program looking to focus your career in data and audience stra... Show more
Hi there! Thanks for stopping by.Are you actively looking for a new opportunity? Or just checking the market? You might just be in the right place!.Manager, Data Science & Machine Learning.The Mana... Show more
Staff Data Scientist - Global Tech Leader.About The Role: We are seeking an accomplished.This role sits at the intersection of data science, engineering, and strategy—shaping how our organization u... Show more
Remote Chemistry Expert (LLM Evaluation) - 34879.Remote Chemistry Expert (LLM Evaluation) - 34879.Be among the first 25 applicants.Get AI-powered advice on this job and more exclusive features.Turi... Show more
Optimize retail strategies with expert-level statistical modelling and analysis techniques.Influence key decisions by effectively translating complex analytics into actionable insights.This senior ... Show more
Sessional Lecturer – MMF1941H1F: Dynamic Data Science (Section LEC 0101).MMF1941H1F: Dynamic Data Science (Section LEC 0101).This course explores advanced data science techniques applied to dynamic... Show more
A technology consulting firm is seeking a Freelance Computational Data Science Expert proficient in Python and SQL.This part-time, remote role involves designing complex data science problems to ai... Show more
A leading university in Canada invites applications for an Assistant Professor position in Modelling Infectious Disease Data.The successful candidate will engage in innovative research and teach at... Show more
RQ09231 - Data Science Developer - Senior.The candidates will perform Data Science Developer work by creating, enhancing, maintaining, supporting, and sustaining existing pipelines, analytics model... Show more
A leading AI company is seeking a Freelance Data Science Expert to collaborate on innovative AI projects.Candidates should have a Master's or PhD in a quantitative field, at least 5 years of data s... Show more
Design Research Strategy (30%).Strategic Advisory: Direct discussions with Design and cross-functional teams regarding overarching research strategies.Provide expert recommendations and contribute ... Show more
Catalyze breakthroughs in agentic learning as a Senior Researcher.Develop and optimize multi-agent systems and algorithms for distributed environments that drive practical AI applications.The role ... Show more
Join GALE as a Senior Associate in Data Science and take part in redefining marketing through analytics and machine learning.This hybrid position focuses on delivering actionable insights to empowe... Show more
A growing analytics consulting firm in Toronto seeks an experienced data analytics professional to solve business problems using data science.Responsibilities include managing analytics projects, e... Show more
