(GRIT) Software Engineer, AI (DSC/JS)

ST ENGINEERING TRAINING & SIMULATION SYSTEMS PTE. LTD.; Singapore; On-site; SGD 55,000 - 75,000; Full time

Job summary

A leading technology company in Singapore is seeking an AI Engineer to develop models for training and simulation. The role involves collaborating with stakeholders, translating business needs into AI solutions, and ensuring model performance and accuracy. Ideal candidates should have strong programming skills in Python and C++, along with a deep understanding of machine learning concepts. This position offers a chance to work with cutting-edge technologies in a collaborative environment.

Benefits

Competitive remuneration

Comprehensive benefits

Collaborative workplace

Opportunity to work on cutting-edge technologies

Qualifications

• Programming and software engineering skills.
• Understanding of supervised, unsupervised, and reinforcement learning.
• Familiarity with model lifecycle management and CI/CD for ML systems.

Responsibilities

• Collaborate with stakeholders to understand business problems.
• Translate requirements into AI/ML solutions.
• Evaluate feasibility and implications of AI solutions.
• Build or leverage existing machine learning models.
• Deploy models for testing and trial.
• Detect and track model accuracy and performance.
• Document model architecture and data sources.

Skills

Python

C++

TensorFlow

GitHub/GitLab

Machine Learning

Neural Networks

MLOps

Job description

About ST Engineering

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 through its diverse portfolio of businesses across the aerospace, smart city, defence, and public security segments. Headquartered in Singapore, ST Engineering ranks among the largest companies listed on the Singapore Exchange.

Our history spans more than 50 years, and our strategy is underpinned by our core values – Integrity, Value Creation, Courage, Commitment and Compassion. These 5 core values guide every aspect of our business and are embedded in our ST Engineering culture – from the people we hire, to working with each other, to our partners and customers.

About our Business

Our Training & Simulation Systems business has close to 40 years of experience in delivering innovative learning, training, and simulation solutions to customers in the defence, public safety and security, and enterprise domains. We envision to create a better future together through learning, training, and simulation.

Together, We Can Make A Significant Impact

This role reports to AI Center Of Excellence Lead and works with members within the AI team and other technical staffs to develop AI models for training and simulation purpose.

Be Part of Our Success

• Collaborating with stakeholders to understand the business problem and demand.
• Translate the requirement into AI/ML solutions
• Evaluate feasibility and implication of different AI solution approaches.
• Build or leverage of COTS machine learning models to train, validate and tune models for performance.
• Deployment of models for testing and trial.
• Detect and test accuracy of models and track performance overtime.
• Documentation of model architecture, data source and decisions.

Qualities We Value

Programming & software engineering skills such as

• Programming languages: python, C++
• Framework: TensorFlow
• Version Control: GitHub/GitLab

Understanding of ML such as

• supervised, unsupervised and reinforcement learning
• Neural networks such as CNNs, RNNs, Transformers

Understanding of MLOps and deployment

• Model lifecycle management
• CI/CD for ML systems
• monitoring and logging

Our Commitment That Goes Beyond the Norm

• An environment where you will be working on cutting-edge technologies and architectures.
• Safe space where diverse perspectives are valued, and everyone’s unique contributions are celebrated.
• Meaningful work and projects that make a difference in people’s lives.
• A fun, passionate and collaborative workplace.
• Competitive remuneration and comprehensive benefits.

Location: Ang Mo Kio