Durapower Technology (Singapore) Pte Ltd – Machine Learning Intern

Durapower (https://sg.linkedin.com/company/durapower-holdings) is a Singapore-incorporated international company specializing in the development, design, and manufacturing of lithium-ion based energy storage solutions for applications such as hybrid or electric vehicles (EVs) as well as energy storage system (ESS) for renewable generation, rooftop solar, UPS back up power etc. To deliver world-class energy storage solutions through innovation and people development, and create value adds to customers, partners, shareholders and staff.

An excellent growth opportunity for whoever is looking to develop skills in the fast developing fields of Green Energy, Electrification and Electrical Vehicles.

Responsibilities

• Development and implementation of machine learning algorithm, design and run of experiments, data gathering and interpretation from various data sources
• Layout design of cloud data in the existing platform
• Responsible for data cleaning, including but not limited to evaluating data reliability (data continuity, physical rationality), identifying and screening invalid data, completing data warehousing, and writing data quality report, etc.
• Collaborate within an Agile software development environment
• Research, prototype and evaluate potential ML models/techniques to provide insights and support research activities
• Assist in ad-hoc analytics tasks

Requirements:

• Student from Bachelor/Master degree in Engineering (Computer Science) or relevant study
• Familiar with development tools like Python, NumPy/Pandas, Scikit-learn, deep-learning framework (Tensorflow, Keras, PyTorch, etc.)
• Strong foundations in machine learning and familiar with common machine learning models (linear regression, SVM, GBDT/XGBoost/LightGBM, etc.), and basic deep-learning models (CNN, RNN/LSTM, etc.)
• Good coding practices, ability to write efficient, readable and error free code.
• Experience with working on large data sets in a distributed computing environment is a plus
• Embedded programing on micro controllers or FPGAs is a plus
• Be enthusiastic and able to collaborate in a team environment.
• Dedication and flexibility