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.