Senior Data Scientist, Investment Modeling

 

About the role

You will be building forecasting models to predict the short and long-term impact of incentives on growth of the business. You will use an optimization techniques to distribute incentives over time periods, across different cities and channels to maximize the growth of the business. As a Data Scientist you will be building products powered by Data Science models for internal teams to use in portfolio planning and budgeting. In addition you will work on decomposing and modeling business growth by interpretable and actionable components

 

Main tasks and responsibilities:

  • Develop a deep understanding of technical and business needs to solve real-world problems end-to-end
  • Research, test and apply novel forecasting techniques and methods
  • Develop and maintain predictive models to ensure accurate forecasts at short and long horizons for multiple business verticals
  • Quickly deploy models to production using AWS and internal machine learning platform
  • Solve optimization problems for incentives budget allocation within local and global constraints.
  • Communicate and present results to product and business stakeholders

About you:

  • Industry experience in data science and machine learning (3+ years recommended)
  • Natural curiosity to identify problems, explore trends and discover opportunities with little supervision
  • Capability to approach problems with first principles thinking
  • Team player with strong verbal and written communication skills in English
  • Experience in time series analysis, modeling multivariate time series, familiarity with forecasting techniques
  • Experience in Python programming, including libraries like Pandas, Numpy, sklearn, OR-tools
  • Experience is great, but what we really look for is drive, intelligence, and integrity.
  • So even if you don’t tick every box, please consider applying if you feel you’re the kind of person described above!

Become part of our Bolt Engineering team

Our engineers are at the forefront of innovation within some of the largest industries in the world. Are you up for the challenge?

Why you’ll love it here:

  • Play a direct role in shaping the future of mobility.
  • Impact millions of customers and partners in 600+ cities across 50+ countries.
  • Work in fast-moving autonomous teams with some of the smartest people in the world.
  • Accelerate your professional growth with unique career opportunities.
  • Get a rewarding salary and stock option package that lets you focus on doing your best work.
  • Enjoy the flexibility of working in a hybrid mode with a minimum of 2 days in the office each week to foster strong connections and teamwork.
  • Take care of your physical and mental health with our wellness perks.*Some perks may differ depending on your location.
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