Amperon

Senior Data Scientist

Amperon

full-time

Posted on:

Location: 🇺🇸 United States

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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.
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