Data Scientist - INTERNSHIP

  • Full-time

Company Description

Streem Energy provides innovative SaaS solutions to the increasingly distributed power market. Our customers are all along the power value chain: ranging from renewable energy producers , power aggregators, energy suppliers to multisite consumers and prosumers. 

Through our expertise in artificial intelligence, interface design and our deep knowledge in renewable energy generation and power market mechanisms, we build models that generate actionable insights to manage new sources of energy.

Our cloud platform communicates in real-time with thousands of renewable energy assets and we are on a very busy roadmap to push the renewable energy revolution forward !

By contributing to the digitalization of the power market industry, we evolve in a European, innovation driven, fast growth ecosystem. We are a young but fast-growing company: our lean and very organised team empowers talented individuals to own important responsibilities, collaborate on multiple subjects, and quickly advance their career !

Job Description

Our team is actively looking for a Data Scientist Intern for 6 months to apply ML models to our power data time series. You will be in charge of developing a robust automatic incident detection model for wind and solar renewable production. 

 

On your day-to-day, you will: 

  • Process weather and renewable production data

  • Find a way to create a clean database without outliers by developing a robust preprocessing model

  • Develop a defect detection model using supervised and unsupervised data

  • Use neural networks or gradient models

  • Create a benchmarking platform to compare models and improve performances

  • Assess models performances

  • Compare performance between site specific models versus models at portfolio scale

  • Suggest improvements strategies for our predictive models

 

Our Tech Stack: 

Backend: Python/Ruby/Rails 

Data science: Python,Tensorflow, Numpy

Database: PostgreSQL, MySQL, InfluxDB

Infrastructure: Docker, AWS, Heroku

Front-end: Rails, JS (React)

Qualifications

As a young company, we are looking for independent and proactive candidates, who are rigorous and keen to continually progress 

  • You have a Master’s or Engineering degree in a quantitative field (mathematics or data science) with strong IT skills

  • You master Python and the classical machine learning libraries

  • You have in depth knowledge of data science principles and best practices

  • You have a strong interest in complex machine learning models (supervised & unsupervised, deep learning etc.)

  • You are open-minded, ambitious and proactive

  • You know how to work in a team and encourage collective improvement

  • You have a “pioneering” spirit and enjoy working in start-ups

  • You are at ease in English (We have a very international team)

Disclaimer: You don't check all the boxes but can learn fast and want to take on new challenges? Do not hesitate to apply anyway !

Additional Information

Streem Energy offers ... 

  • an entrepreneurial environnement
  • an international team with many different nationalities
  • an already developed client base waiting for us to develop more features 

 

Streem Energy is an equal opportunity workplace and is an affirmative action employer. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status.