Data Scientist

Bachelor’s or Master’s degree in Data Science, Statistics, Applied Math, or Computer Science, along with equivalent practical experience in Applied Data, Data Engineering, and or Data Science.
3-5 years of strong practical experience in statistical analysis, machine learning, and / or predictive modeling (AEC Industry experience a plus)
Ability to work in a highly creative environment and collaborate on solutions to complex problems
Track record of staying current with best practices and new technology solutions
Proficiency in SQL and Python (or equivalent) programming languages for data manipulation, analysis, and model development
Experience with various machine learning & generative ai technologies, performance evaluation and creating end-to-end ML pipelines
Experience with generative AI models & development frameworks, specifically around LLMs and NLP
Understanding of Data governance practices, data privacy regulations, and security best practices
Proficiency with Data Visualization Tools like PowerBI (DAX, Power Query, etc.) as well as tools for visualizing ML and GenAI apps such as plotly, seaborn, d3 and / or streamlit.
Experience with using Git + source control in a team environment

Support a fast-growing data-driven design community of practitioners in the region
Collaborate with studio colleagues on strategies & innovative solutions for driving insights back into early stages of the design process
Collaborate with the Data team to develop, train and deploy ML classification algorithms leveraging a continuous flow of data originating and extracted from data-rich design authoring tools
Leverage the outcomes of trained data models to explore trends and define insights in alignment with business and client needs
Research opportunities and implement the integration and correlation of additional datasets such as geospatial data, proprietary data, and operational data
Research emerging technologies in the AEC space and make recommendations on build vs. buy strategies
Support R&D of future Strategic Insights initiatives
Participate in the convergence of multiple aspects of our overall digital strategy with data and insights generation in alignment with business goals

Experience with Azure and Microsoft Fabric are a plus
Experience with development of serverless compute services like Azure Functions a plus
Computer Vision experience is a plus
Experience in REST API service development a plus
C# as well as event-driven architectures is a plus
Azure (or other cloud provider) certifications a plus