Data Scientist

Canada Mortgage and Housing Corporation; Montreal (administrative region); On-site; CAD 73,555 - 91,944; Full time

Benefits offered by this job

Annual paid vacation

Performance incentive

Group insurance plan

Job summary

Canada Mortgage and Housing Corporation (CMHC) is seeking a Data Scientist to drive advanced analytics, model complex problems, and build automated systems. The role focuses on integrating large datasets, applying NLP, ML, and time-series analyses, and communicating results to senior management.

You will collaborate with the Analytics team to advance analytics maturity, present solutions, and contribute to risk management through data-driven insight.

Qualifications

• An undergraduate degree in Statistics, Mathematics, Computer Science, Economics, Engineering, Physics or related quantitative field; Master’s preferred.
• Minimum of 3 years working with advanced analytics and data science technologies.
• Proficiency in Python/R, SQL and experience with a wide range of analytical techniques (supervised learning, NLP, time series, A/B testing, regressions).
• Experience manipulating large datasets and using SQL/Hive; experience with Spark, Cassandra or Hadoop.
• Strong critical thinking, problem-solving skills, and ability to communicate findings to non-technical stakeholders.

Responsibilities

• Model complex analytics problems and discover insights using advanced statistical and predictive methods.
• Explore NLP, text mining, multivariate testing, ML and deep learning techniques.
• Lead analytics capability growth, share best practices, and transfer knowledge.
• Perform advanced data analysis and develop appropriate algorithms for analytical solutions.
• Present findings clearly to senior management and document progress with model build books.

Skills

Python

R

SQL

Big Data

Critical thinking

Communication

Education

Bachelor's degree in Statistics/MATH/CS/Engineering/Physics

Master’s degree preferred

Tools

Python

R

SQL

Hive

Spark

Hadoop

Cassandra

Job description

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Travel Requirement:Limited

Language Skill Levels (Read/Write/Speak):ZZZ

Security Requirement: Reliability Status

Salary:Our salaries generally range from $73555.31to $91944.14and are based on qualifications and experience.

About CMHC

The work you do and the work we do together matters. We come to work everyday with a common purpose: to contribute to a well-functioning housing system.

At CMHC, we hold ourselves accountable for our results and support our colleagues in their achievements. We thrive on collaboration, connecting across CMHC and involving the right people to get our work done. Our leadership style is guided by trust, where our leaders favour an adaptive approach based on the needs of their teams.

Join us and be part of a team that's committed to making a real difference and be part of something meaningful.

What’s in it for you

We’ve got the purpose, the people and the perks you need for a fulfilling career. Here’s the comprehensive and generous benefits you get when you’re a permanent employee:

• Annual Paid vacation.
• Annual individual performance incentive.
• Comprehensive group insurance plan to support your well-being from day one.
• Support towards your personal and professional growth with training, mentorship and more.
• An inclusive workplace culture and environment.
• While positions at CMHC require some in-office presence, alternative work arrangements may be considered for Indigenous candidates.

About the role

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.

What you’ll do:

• 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.
• Work with the Analytics team to support the maturity of the Analytics capability by introducing analytics approaches, lead knowledge transfer activities, and develop and introduce best practices.
• 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.

What you need:

• 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.
• Advanced critical thinking and problem solving skills which drives creativity and innovation.
• A strong ability to work on several initiatives simultaneously and work within tight deadlines.
• An advanced ability to communicate abstract analytics findings to business teams.

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).
• A data science certification (e.g. Applied Artificial Intelligence (AI) and Deep Learning, Microsoft Azure Data Scientist, etc.).

Posting closing date:

Note, the competition will remain active until filled.

Our commitment to diversity, equity, and inclusion

We’re committed to employment equity and encourage women, Indigenous Peoples, persons with disabilities, veterans and persons of all races, ethnicities, religions, abilities, sexual orientations, and gender identities and expressions to apply. We also welcome applications from non-Canadians who are eligible to work in Canada.

CMHC is an inclusive workplace where diversity of thought – and of people – are recognized, valued, and considered essential to achieving our mission.

We know that applying for a new job can be both exciting and daunting, and we appreciate your effort. Learn more about our hiring process . If you are selected for an interview or testing, please advise us if you require an accommodation.

If you applied before and you were not successful don’t worry – we're always posting new positions, so don’t hesitate to give it another shot. We’re excited to see what you bring to the table this time around!