My client is looking for a Data Scientist to strengthen and complement its first-class development team. You have a proven professional experience. You will assume a leading role in the development of their proprietary machine learning models and data mining infrastructure. Machine learning is massively important so we are looking for experts in this field.
** You should have experience and technical competences in the following areas:
Proven industry / research experience in a quantitative role (minimum 5 years), with a focus on machine learning / data mining.
You can identify, acquire, clean and manage the data that you need for your models efficiently.
You can translate real-world prediction problems into automated real-time forecasting solutions.
You are current on state-of-the art neural nets and ensemble methods and can build them in production systems.
You are an expert at forecasting time series.
Experience in a leading technology company is a must.
You have a Master or PhD in computer science, engineering, mathematics or physics.
** Description **
Apply data analysis and visualization techniques to gain insight into energy, household appliance and industrial process data.
Develop machine learning and optimization techniques for automating demand response decisions.
Stochastic or Monte Carlo modelling of complex systems to identify opportunities to modulate power usage in real-time.