Data Scientist

3 weeks ago

Toronto, Canada Altus Group Full time

Job Category:
Data Solutions

Opportunity Awaits at Altus Group

Key responsibilities:
Data Science

The Data Scientist will be part of a team dedicated to rapid iteration on a vast set of CRE and other economic/demographic data sets. Responsibilities will include:
- Advanced analysis: Mining and analyzing data to build and improve analytics and existing CRE performance models.- Data science experimentation and testing: Data wrangling, data visualization, feature engineering, model selection, tuning, and maintenance/enhancement of CRE models and analytics.- Setting standards: Collaborating with other Data Scientists to implement processes and tools to monitor and analyze CRE model/analytics performance and accuracy. Work will involve evaluating the use of new internal and external data sets.

Communication and collaboration

The Data Scientist will also be responsible for:
- Translating and summarizing data science experiments to make go/no-go recommendations on the use of new econometrics or ML techniques and new data sets.- Establishing new modeling approaches as part of the Data & Analytics team at Altus by sharing and documenting best practices based on solid statistical/econometric/ML principles.

Who you are:
- A collaborative communicator. You are able to work independently but enjoy collaborating with a broader team to share ideas, questions, and insights regarding data and the use of different modeling approaches.-
- Skilled in statistics/econometrics. You recognize that a simple approach can be the best approach, but also have applied experience with statistics/econometric modeling, perhaps with tools like Stata, R, or SPSS. Python toolkits you may have used recently include statsmodels, Prophet, or sktime.- Applied-first. You have demonstrated programming expertise with Python and SQL for ML techniques, including feature engineering/selection, model selection, model tuning, and performance measurement.

Other background:
- 4+ years of experience working in an applied economist or data scientist position, depending on academic background- Applied ML or econometrics experience with Python or R- BS or MS degree in Economics, Computer Science, Applied Mathematics, or a related technical field- Experience with commercial real estate a plus
- Come realize your potential at Altus Group_

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