08 Sep
|
Canada Mortgage and Housing Corporation (CMHC) Société canadienne d'hypothèques et de logement(SCHL)
|
Montreal
08 Sep
Canada Mortgage and Housing Corporation (CMHC) Société canadienne d'hypothèques et de logement(SCHL)
Montreal
Permanent Full Time Office Location: Montreal (QC); Halifax (NS); Travel Requirement: Language Designation: English Essential Language Skill Levels (Read/Write/Speak): ZZZ We come to work every day with a common purpose: to contribute to a well-functioning housing system. Here's the comprehensive and generous benefits you get when you're a permanent employee: Annual Paid vacation. Annual individual performance incentive.
Defined benefit pension plan. Support towards your personal and qualified growth with training, mentorship and more. While positions at CMHC require some in-office presence, alternative work arrangements may be considered for Indigenous candidates.
Join the Analytics team, in the Data Scientist position. In this role, you will be responsible for introducing new, innovative analytics techniques and modeling complex problems to inform decision making, enhance risk management and build automated systems. This role involves proficiency in integrating and preparing large and varied datasets, and communicating these results to various audiences, including senior management.
Responsible for modeling complex analytics problems, discovering insights and identifying opportunities through the use of advanced statistical and predictive modeling techniques. Explore and implement complex techniques such as natural language processing, text mining, multivariate testing, machine learning and deep learning techniques. Conduct advanced data analysis and apply or develop appropriate complex algorithms.
In doing so, you will apply advanced statistical and predictive modeling techniques to build, maintain,
or enhance analytical solutions. Present, recommend and communicate analytics solutions in an efficient and easily understandable way to a wide variety of audiences, including senior management. Document progresses, finalize model build books, share findings through presentations and reports, and apply visualization techniques that can easily be comprehended and simplified for non-technical stakeholder audiences.
An undergraduate degree in Statistics, Mathematics, Computer Science, Economics, Engineering, Physics or any other related quantitative field. Master's degree is preferred. A minimum of 3 years working with advance analytics and data science technologies.
A demonstrated proficiency in Python/R, SQL and an experience using a wide range of analytical techniques (e.g. supervised learning, clustering, natural language processing (NLP), time series analysis, A/B testing, regressions, correlations, statistical significance, network/link analysis, sentiment analysis, large language models). Solid experience manipulating large datasets and using databases. Proficiency in using query languages such as SQL and Hive.
A demonstrated experience working with Big Data technologies such as Spark, Cassandra or Hadoop.
It Would Be Great If You
Also Had A broad understanding of the Canadian housing market including mortgage loan insurance, affordable/social programs, housing finance and socio-economic indicators. Demonstrated experience using AI (e.g. generative AI, large language models) for solving problems.
Experience with cloud services (AWS, GCP, Azure #
📌 Data Scientist - Fulltime (Montreal)
🏢 Canada Mortgage and Housing Corporation (CMHC) Société canadienne d'hypothèques et de logement(SCHL)
📍 Montreal