Deskripsi Pekerjaan
Are you ready to shape the future of technology? ST Engineering is looking for a talented Machine Learning Engineer to join our innovative team in Jurong East. In this pivotal role, you will be at the forefront of developing and deploying advanced artificial intelligence solutions that drive real-world impact.
As a Machine Learning Engineer, you will collaborate with cross-functional teams to design, train, and optimize machine learning models. We are committed to fostering a culture of continuous improvement and innovation, offering you the opportunity to work on cutting-edge projects in a dynamic environment. If you have a passion for data and a drive to solve complex problems, we want to hear from you.
Tanggung Jawab
- Design, develop, and deploy scalable machine learning models and algorithms tailored to business needs.
- Perform extensive data preprocessing, cleaning, and exploratory data analysis to prepare high-quality datasets.
- Collaborate with software engineers to integrate machine learning models into production systems and APIs.
- Optimize model performance for speed and accuracy using techniques such as model pruning and quantization.
- Monitor, evaluate, and retrain models continuously to ensure they maintain high accuracy and relevance over time.
- Document technical specifications, methodologies, and results to support knowledge sharing within the team.
Kualifikasi
- Bachelor’s degree in Computer Science, Data Science, Statistics, or a related technical field.
- Minimum of 3-5 years of professional experience in Machine Learning or Data Engineering.
- Strong proficiency in programming languages, specifically Python, with experience using frameworks like PyTorch or TensorFlow.
- Deep understanding of data structures, algorithms, and statistical analysis principles.
- Experience with SQL and NoSQL databases for data storage and retrieval.
- Familiarity with cloud platforms such as AWS, Azure, or Google Cloud.