Company
EDF Lab Singapore Pte Ltd
edf.sg
Designation
Machine Learning & Energy Markets Intern
Date Listed
29 Aug 2022
Job Type
Entry Level / Junior Executive
Intern/TS
Job Period
Flexible Start, For At Least 6 Months
Profession
Sciences / Laboratory / R&D
Industry
Consultancy
Location Name
Toa Payoh, Singapore
Address
Toa Payoh, Singapore
Map
Allowance / Remuneration
$1,200 - 1,500 monthly
Company Profile
EDF Lab Singapore is looking for a talent to work with our cross-disciplinary research team to apply AI to energy management topics. This role will provide you a unique opportunity to work on projects involving energy markets (consisting of load forecasting, power asset optimization, energy market research, risk management) and machine learning (regression, neural network, gradient descent etc.).
You will be focusing on applying the state-of-the-art deep reinforcement learning methods into the application of energy management to achieve the optimal combinations of different commodities and with the least cost.
Job Description
Key responsibilities
- Develop models used for energy markets hedging, for load forecasting and for assets optimization :
- Review state of the art models in the literature, including machine learning approaches
- Enhance existing & AI models and expand their application to multiple commodities
- Compare the performance of different reinforcement learning models
- Demonstrate clear presentation of modelling and optimization assumptions and results
- Apply and analyse different data generation methodology under various scenarios
- Find the most fit use case for each data generation method
- Support the business development activities for energy management
- Any other ad-hoc duties assigned by the supervisors
Requirements
- Bachelor’s degree or higher in electrical engineering, mathematics, computer science, or other related discipline
- Strong interest or experience in machine learning and programming (e.g. Python, R)
- Passionate about renewable energy industry, energy transition, energy finance and power market
- Strong written, verbal, and interpersonal communication skills
- Eligible to work in Singapore
- Able to commit at least 6 months (full-time) or 10 months (part-time), and start before December 2022
This position is already closed and no longer available. You may like to view the other latest internships here.
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- Company:
EDF Lab Singapore Pte Ltd - Designation:
Machine Learning & Energy Markets Intern - Profession:
Sciences / Laboratory / R&D - Industry:
Consultancy - Location:
Toa Payoh
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