Research Engineer II (Computer Science/Computer Engineering/Electrical)

Nanyang Technological University; Singapore; On-site; USD 40,000 - 80,000; Full time

Job summary

Join a pioneering research group at a leading university, focusing on cutting-edge technology and innovative solutions in battery analytics. As a Research Engineer II, you will design and develop machine learning models using frameworks like PyTorch and TensorFlow, contributing to groundbreaking research in Cloud Media Computing and Big Data analytics. This role offers a unique opportunity to work with a talented team, enhancing your skills while making a significant impact in the field. If you're passionate about technology and eager to shape the future of AI and Data Science, this is the perfect opportunity for you.

Qualifications

• Master's or Bachelor's degree in Computer Science or related fields.
• Proficiency in Python and machine learning frameworks.

Responsibilities

• Collect and analyze battery data for advanced analytics.
• Design and implement machine learning models for battery applications.

Skills

Python

Machine Learning

Data Analysis

OOP Concepts

Communication Skills

Education

Bachelor in Computer Science

Master in Computer Science

Bachelor in Electrical Engineering

Bachelor in Information Systems

Tools

PyTorch

TensorFlow

NumPy

Pandas

Job description

Young and research-intensive, Nanyang Technological University, Singapore (NTU Singapore) is ranked among the world’s top universities. NTU’s College of Computing and Data Science (CCDS) is a leading college that is known for its excellent curriculum, outstanding and impactful research, and world-renowned faculty. Today, we are ranked #2 for AI and Computer Science by US News Best Global Universities; and #8 for Data Science and AI by QS World University Ranking.

A hot bed of cutting-edge technology and groundbreaking research, the College aims to groom the next generation of leaders, thinkers, and innovators to thrive in the digital age. Located in the heart of Asia, NTU’s College of Computing and Data Science is an ‘exciting place to learn and grow'. We welcome you to join our community of faculty, students and alumni who are shaping the future of AI, Data Science and Computing.

Cloud Application and Platform Group is a cutting-edge research group from CCDS. It is a leading research group in the area of Cloud Media Computing, Content Delivery Networks, Data Center architecture, and Big Data analytics. We are seeking for 1 motivated Research Engineer II in the topic of “Digital Twin for Advanced Battery Analytics”. Thecandidate is expected to take the following responsibilities:

Key Responsibilities:

• Collect and analyze battery data.

• Design, develop, and implement machine learning models using PyTorch or TensorFlow for battery applications, such as SoH/RUL predictions.

• Develop physics-based and data-driven models to characterize battery electrochemical process and health conditions.

• Work closely with team members/engineers and assist in developing new features.

• Ensure responsiveness of applications.

• Diagnose the issue and resolve it on demand.

Job Requirements:

• Preferably Master or Bachelor Computer Science, Computer Engineering, Electrical Engineering, Information System or a related discipline.

• Independent, highly analytical, proactive and a team player

• Excellent teamwork and verbal, written communication skills

• Good understanding of OOPs concepts.

• Proficiency with Python.

• Familiarity with packages like NumPy, Pandas, PyTorch or Tensorflow.

• Excellent verbal communication skills and good problem solving skills.

• Able to test, debug and optimize existing code base and other features.

• Attention to detail.

We regret that only shortlisted candidates will be notified.