Senior Data Scientist

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Amperon

πŸ“Remote - Worldwide

Summary

Join Amperon, the leading analytics and forecasting company for the energy transition, as a Machine Learning Engineer. You will work with a small growing team to build high-velocity machine learning from scratch, analyzing large volumes of data to uncover patterns and make predictions that can be invaluable in the energy sector.

Requirements

  • Senior expertise with building machine learning algorithms
  • Extensive experience with data collection and data processing
  • Experience with techniques like data cleaning, normalization, and feature engineering to prepare the data for modeling
  • Experience with time series analysis and predictive modeling
  • Experience with Python and other modeling tools

Responsibilities

  • Implement data validation and cleaning processes to identify and rectify errors or inconsistencies in the incoming data
  • Build advanced time series forecasting models at scale
  • Create relevant features that can improve forecasting accuracy, such as lag features, rolling statistics, and domain-specific variables
  • Continuously monitor the training process and evaluate model performance on the validation set
  • Deploying well-performing models into a production environment
  • Analyzing historical data and real-time information to determine changes in energy consumption

Benefits

  • Competitive salary plus stock option package
  • Medical, dental and vision insurance
  • Family planning benefits through Carrot which includes IVF plus preservation treatments, adoption and gender affirming care
  • Access to mental health services
  • Annual company retreat
  • Pre-tax commuter benefits plus CitiBike annual subscription
  • 401k
  • Learning and development opportunities
  • Flexible PTO policy
  • Remote
This job is filled or no longer available

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