ST Engineering is a global technology, defence and engineering group with offices across Asia, Europe, the Middle East and the U.S., serving customers in more than 100 countries. The Group uses technology and innovation to solve real-world problems and improve lives. Headquartered in Singapore, ST Engineering ranks among the largest companies listed on the Singapore Exchange.
Join our Cyber Team
We are an industry leader in cybersecurity with over two decades of experience, we deliver a holistic suite of trusted cybersecurity solutions to empower cyber resilience for government and ministries, critical infrastructures, and commercial enterprises. Backed by our indigenous capabilities and deep domain expertise, we offer robust cyber-secure products and services in cryptography, cybersecurity engineering, digital authentication, SCADA protection, audit and compliance.
Responsibilities:
- Develop, refine, and implement state-of-the-art algorithms for product research and development or solutions via ensemble or artificial intelligence model workflow.
- Build APIs to host models as a microservice / container
- Perform architectural/technical design, technical prototyping, development, and reviews of sophisticated data/algorithmic pipelines
- Communicate and negotiate technical/analytical solutions and architectural designs with diverse stakeholders
- Staying abreast of developments in data science
- Write Technical Documentation
Requirements:
- At least 3 years of experience working with Python, Pytorch and TensorFlow or relevant experience in data science team where the analytical solutions are deployed/integrated into mature production systems.
- Experience with
- Univariate and multivariate Linear models, machine learning and deep learning models.
- Machine learning Operations (MLOps):
- Exploratory data analysis (EDA)
- Data Prep and Feature Engineering
- Model training and tuning
- Model review and governance
- Model inference and serving
- Model monitoring
- Automated model retraining
Work location: near Jurong East MRT
Find out more: https://www.stengg.com/cybersecurity
ST Engineering believes in fostering a culture where team members are encouraged to overcome challenges, explore new ideas, and work together to succeed. We value individuals who are determined to push beyond the boundaries, and have a thirst for knowledge, continuous learning, and self-improvement.
