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16 Juil 2017

Temps Plein Reinforcement Learning / Operations Research Expert

Antwerpen

Description de L'emploi

REstore
Ville: Antwerpen VAN BE
To strengthen and complement our first-class development team, REstore seeks to recruit an expert in machine-driven decisions or operations research with professional experience. You will assume a leading role in the development of REstore’s proprietary models.

Your tasks & responsibilities

In this role, you will be developing new decision models in the area of automated demand response:

  • Apply data analysis and visualization techniques to gain insight into data.
  • Develop machine learning and optimization techniques for automating demand respond decisions.
  • Stochastic or Monte Carlo modelling of complex systems to identify opportunities to modulate power usage in real-time.

Your profile

Experience and technical competences:

  • Proven industry / research experience in a quantitative role (minimum 5 years), with a focus on operations research or (non-) linear decision problems.
  • You can translate real-world problems into automated real-time decision solutions.
  • You are expert on state-of-the art MI(L)P solvers.
  • You know when and how to apply heuristics to reduce model calculation times.
  • You can efficiently apply dynamic programming and reinforcement learning models to solve problems.
  • You can build decision algorithms which work efficiently in regimes with high uncertainty.
  • You can identify, acquire, clean and manage the data that you need for your models efficiently.
  • You can iteratively improve your models and are motivated to deliver best-in-class solutions.
  • Experience in a leading technology company is a must, while experience in the energy or financial sector a plus.

Furthermore, we seek people who share the same culture as us:

  • Deliverable-focused with a pragmatic and business-focused attitude.
  • Team player, yet able to work independently.
  • Thrives in a high-pressure, high-energy start-up.
  • Eager to look for creative solutions using state of the art techniques .

Education:

You have a Master or PhD in computer science, engineering, mathematics or physics.

Our offer

An opportunity to:

  • Become part of a high potential early stage technology company, whose solutions currently save the carbon pollution equivalent of 250,000 cars per year.
  • Become part of a high calibre team of software developers and data scientists, where your creative input will have a visible and immediate impact.
  • Work flexible hours, divide time @ Work and @ Home.
  • Spend up to 20% of your time following up on and contributing to the state of the art in machine learning and data mining.
  • Work together to make a more sustainable energy industry, allowing growth of renewable energy and implementing energy efficiency systems.

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

villes : Antwerpen. Les catégories d'emploi : Stage. Types d'emplois : Temps Plein.

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