49 Programátor Shutter

MACHINE LEARNING Engineer WANTED! – wide scope and new project

We are looking for a Machine Learning Engineer who is really interested in this area.

  • Od 90 tis. Kč / měs.
  • Hlavní město Praha
Mám zájem o pozici

We are looking for a Machine Learning Engineer who is really interested in this area. We are introducing you the opportunity with a wide scope and what is the best – really early stage of the project – so your direct impact will be really significant. The choice of areas and technologies to fit your skills and interests – this is the opportunity which comes just once in a life 🙂
Our client is a global company in the area of renewable energy. The company is building the next generation systems – energy systems powered by intelligent transactive markets, ubiquitous sensors, intensive analytics services.

What is the opportunity about?
  • You could contribute to our project from a wide variety of areas:
  • Time series analysis and predictive models – generation forecasting, load forecasting, energy market price forecasting, analysis of sensor data across the whole energy value chain
  • Analytics services for virtual power plant/demand-side management platform
  • Anomaly detection and predictive maintenance for various assets in the energy grid
  • Development of automated energy trading agent intelligence – forecasts, trading strategies, backtests)
  • Development of energy-efficiency services based on data analytics
  • Cooperation with SW Engineers, energy experts, economists, product managers

You would be responsible for:
  • Data cleaning, exploratory analysis, visualization
  • Feature engineering, model building, training, evaluation
  • Machine learning applications – your product
  • You would be involved in the data-backend – stream processing and storage
  • Proposing and testing new hypotheses for potential services
  • Keeping up-to-date with development in machine learning and energy sector

What you should know:
Data Science SW stack:
  • Python – numpy/scipy/matplotlib/sklearn/pandas/…
  • Deep learning – Tensorflow, Keras
  • Overview of machine learning and statistics

SW engineering skills
  • Linux, shell scripting, version control
  • Development of analytics – based on REST API services
  • Experience with cloud-providers – AWS, MS Azure, Google
  • SQL and NoSQL databases usage

Nice to have (not necessary) would be if you have an experience with…
  • Docker, Kubernetes
  • Time series databases
  • Practical experience with reinforcement learning (even advanced process control or trading – any area – commodities, crypto, equities)
  • Hadoop streaming-stack (Kafka, Spark/Flink)

What you can look for?
  • small team
  • international environment
  • new project and a wide scope of the opportunity for you.
So, isn´t it exciting? Willing to take part in this project? Let´s know about yourselves. Please send us your CV. Looking forward.
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Keywords: Machine Learning, Deep learning, Keras, Tensorflow, Python, learning, strojové učení, Machine Learning, Deep Learning, Keras, Tensorflow, Python, learning, strojové učení, Prague machine learning, strojové učení Praha, Machine Learning Engineer