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Job Location: Bangalore/Bengaluru
Roles and Responsibilities
- Design algorithms to infer key transportation patterns from various data sources
- Research and implement suitable strategies (e.g. regression models, neural networks, etc.) for solving data science problems
- Find and build real-world data sets for training various models and doing quality checks
- Productize data science algorithms within the StreetLight InSight platform, in collaboration with the Application Engineering team
- Create visualizations and dashboards to help tell stories with data
- Define and implement customized and/or cutting-edge solutions for customers
Desired Candidate Profile
- BS/MS in Mathematics, Computer Science or an Engineering discipline from a top university. Alternatively, a PhD focused on quantitative research and discovering insights from data is acceptable in lieu of a BS/MS plus experience.
- 3 – 5 years of experience in data science and/or statistics, using tools such as R or Python
- 2+ years of experience in SQL and relational databases (PostgreSQL preferred), and good understanding of relational concepts
- Strong understanding of techniques in data science (machine learning algorithms, regression analysis, etc.)
- Strong data analysis skills, knowing what can/cannot be possible, and ability to visualize data in the best way possible
- Good communication skills – written, visual (presentations), and verbal
- Ability to deliver adequate results on deadline, and make compromises to enable scalability and productization of algorithms
- Geo-spatial skills are a plus
- Knowledge of transportation data / industry is a plus
- Quick learner, and a strong team player
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