Machine learning expert

Machine learning expert

PERMANENT OR FREELANCE Antwerp

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Purpose of your function

REstore is one of the leading energy technology companies specialized in Demand Side Management & Energy Optimization. We group industrial and commercial consumers into a Virtual Power Plant (VPP) and offer this VPP into the demand response markets. At the same time, we manage the energy cost of each customer to create a win-win for our customers and the environment.

To strengthen and complement our first-class development teams, REstore seeks a machine learning expert with proven professional experience who will assume a leading role in the development of REstore’s proprietary machine learning models and data science infrastructure.

Tasks & Responsibilities

As a machine learning expert at REstore, you will build models that help industrial & residential consumers use energy more efficiently & respond better to the availability of renewable energy; 

  • Develop machine learning and optimization techniques for automating demand response decisions,
  • Develop automated trading strategies that take advantage of the flexibility of consumers,
  • Apply data analysis and visualization techniques to gain insight into energy, household appliance and industrial process data.

Profile

Experience and technical competences:

  • Proven industry / research experience in a quantitative role with a focus on machine learning / data science (+3 years),
  • You can translate real-world prediction problems into automated real-time forecasting solutions.
  • You have experience designing trading strategies or control policies,
  • You have an interest in reinforcement learning & stochastic programming,
  • You can manage large volumes of data efficiently,
  • You are current on state-of-the art neural nets and ensemble methods and can integrate them in production systems.
  • Experience in a leading technology company is a plus.

Competences:

  • You are deliverable-focused with a pragmatic and business-oriented attitude,
  • a team player, yet able to work independently.
  • You thrive in a high-pressure, high-energy environment, and are
  • eager to look for creative solutions using state-of-the-art techniques.

Education

Master or PhD in computer science, engineering, mathematics or physics.

We offer 

An opportunity to:

  • Become part of a high potential technology company creating a sustainable energy market
  • Become part of a high caliber team of software developers and data scientists, where your creative input will have a high impact
  • Work flexible hours, divide time @Work and @Home

Beyond this, the candidate will be offered an above-market remuneration package and benefits. 

Interested?

Please send us your cover letter & curriculum vitae

  • Accepted file types: doc, docx, pdf.
  • Accepted file types: doc, docx, pdf.