Machine Learning Engineer

2 months ago


Singapore SUPCON INTERNATIONAL BUSINESS PTE. LTD. Full time
Roles & Responsibilities

• Key Responsibilities:

• Research and develop state-of-the-art deep learning models for time-series analysis.

• Experiment with and implement cutting-edge techniques in signal processing and machine learning.

• Conduct extensive data preprocessing, cleaning, and feature engineering to optimize model input.

• Manage the complete model lifecycle in a cloud computing environment, utilizing best practices in MLOps.

• Collaborate closely with R&D teams to design solutions that align with project objectives and customer needs.

• Publish findings, contribute to scientific literature, and participate in relevant conferences.

• Required Skills:

• Advanced degree (Masters or PhD) in Machine Learning, Computer Science, Electrical Engineering, Mathematics, or related fields.

• Strong theoretical and practical knowledge of neural networks, particularly RNN, LSTM, and attention mechanisms, tailored to time-series data.

• Proficient in Python programming and experienced with PyTorch and other deep learning frameworks.

• Demonstrable experience with cloud computing platforms like GCP or AWS, focusing on distributed systems for machine learning.

• Solid background in signal processing relevant to real-time data from sensors and industrial equipment.

• Prior experience in an R&D setting, with a proven track record of innovative problem-solving and publication.

• Recommended Skills:

• Experience with advanced MLOps practices, including automated model testing, deployment, monitoring, and maintenance.

• Familiarity with additional programming languages such as R or Java, beneficial for diverse R&D projects.

• Certification in cloud technologies and machine learning, such as AWS Certified Machine Learning - Specialty or Google Professional Machine Learning Engineer.

• Active participation in the machine learning community, with contributions to open-source projects or active engagement in technical forums.


Tell employers what skills you have

TensorFlow
Machine Learning
Engineering Mathematics
Cloud Computing
Mathematics
PyTorch
Distributed Systems
Python
Sensors
Statistics
GCP
Data Science
Java
Python Programming
Electrical Engineering
Signal Processing

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