Senior Simulation and Game Engine Engineer – Robotics
Serve Robotics
Python
Salary
💰 $120,000 - $160,000 per year
Job Level
Senior
Tech Stack
Python
About the role
- We use machine learning and data analytics to analyze large volumes of data, uncover patterns, and make predictions that can be invaluable in the energy sector.
- Our team manages deep and valuable data around energy supply and demand that can lead to more efficient and sustainable energy systems.
- We are a small growing team with the opportunity to build high-velocity machine learning from scratch.
- We have an office in Houston, TX but are a remote-first company.
Requirements
- Senior-level expertise with building machine learning algorithms.
- Extensive experience with data collection and data processing.
- Experience with 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.
- Implementing data validation and cleaning processes to identify and rectify errors or inconsistencies in the incoming data.
- Building advanced time series forecasting models at scale.
- Creating relevant features that can improve forecasting accuracy, such as lag features, rolling statistics, and domain-specific variables.
- Deploying well-performing models into a production environment.
- Analyzing historical data and real-time information to determine changes in energy consumption.
