πGermany
Senior Data Scientist
closed
Amperon
πRemote - 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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