Data Scientist
3 weeks ago
Job Category:
Technology
Pay Range
$49,335.00 - $115,115.00
Disclaimer: The base salary range represents the low and high end of the Altus Group’s salary range for this position in the primary work location. Actual salaries will vary depending on factors including but not limited to location, experience, and performance. The pay range listed above does not reflect Altus Group’s total compensation for employees. Other rewards may include an annual bonus, flexible work arrangements, and many region-specific benefits.
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.
Qualifications:
- 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
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.
- Come realize your potential at Altus Group_
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