AI/ML Engineer (DSC/TE/VIBU)

About ST EngineeringST 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 Line of Business – Advanced Networks & Sensors Our Advanced Networks & Sensors business specializes in platform digitalization, advanced connectivity, and cutting-edge manufacturing. This diversity of capabilities presents a range of roles through which you can contribute to the development of innovative, secure, and patented products. Join our team and play a crucial role in developing tomorrow’s technology and connectivity solutions and services to sectors spanning defence, public security, government, and the commercial realm. Your work will have a global impact as we empower customers through advanced communications, intelligent sensors, and the deployment of AI-enabled Edge applications for mission-critical roles.Together, We Can Make A Significant Impact We are seeking an AI/ML Engineer to design, develop, deploy, and optimize Artificial Intelligence and Machine Learning solutions that enhance VIBU's intelligent video analytics, computer vision, investigation, and enforcement platforms. The successful candidate will work closely with software engineers, solution architects, domain experts, and product owners to transform operational challenges into scalable AI-driven solutions.The role spans the full AI lifecycle, including data engineering, model development, MLOps, deployment, monitoring, and continuous improvement of AI systems.Be Part of Our Success AI Solution DevelopmentDesign, develop, train, and optimize Machine Learning and Deep Learning models for operational use casesTraffic and enforcement analyticsIncident and violation detectionInvestigation assistanceIntelligent search and summarizationPredictive analytics and anomaly detectionEvaluate and benchmark AI models for accuracy, latency, robustness, and operational suitabilityComputer Vision EngineeringBuild and enhance Computer Vision solutions using images and videosDevelop and optimize object detection models, object tracking models, classification models, OCR and text recognition and video analytics pipelinesFine-tune pretrained models such as YOLO, RT-DETR, ViT, CLIP, and other state-of-the-art architecturesData Engineering & MLOpsBuild data ingestion, data preparation, and feature engineering pipelinesDesign and maintain AI datasets and model repositoriesImplement model deployment pipelines using CI/CD practicesMonitor model performance, drift, and operational healthSupport scalable AI deployment in cloud and on-premises environmentsSystem IntegrationIntegrate AI services with enterprise platforms and operational systemsCollaborate with backend and frontend teams to expose AI capabilities via APIs and microservicesQualities We Value Knowledge in Computer Science, Computer Engineering, Information Systems, Information Security or Information EngineeringWorking location is in Jurong EastTechnical CompetenciesStrong understanding of Machine Learning, Deep Learning, and Computer Vision concepts, including supervised, unsupervised, and reinforcement learning techniquesAbility to design, develop, deploy, and optimize scalable AI/ML models for real-world operational environmentsFamiliarity with modern AI frameworks and tools such as PyTorch, TensorFlow, ONNX, OpenCV, Hugging Face, YOLO, RT-DETR, CLIP, ViT, and related technologiesProficient in Python and familiar with software engineering practices, including version control, CI/CD, testing, and code quality standardsGood understanding of statistics, data analytics, feature engineering, model evaluation, and performance optimization techniquesFamiliar with cloud and on-premise AI deployment platforms, containerization technologies (Docker, Kubernetes), and MLOps practicesData Engineering & AI OperationsAble to support the development and production deployment of scalable, reliable, and optimized AI/ML solutionsAble to build or assist in building data ingestion, extraction, transformation, and loading (ETL/ELT) pipelines for large-scale structured and unstructured datasetsAble to process real-time data streams from images, videos, sensors, and enterprise systems to support AI-driven applicationsFamiliar with dataset preparation, data annotation, data governance, and feature engineering for model training and validationExperience with model monitoring, performance tracking, driftdetection, and continuous model improvement is advantageousProblem Solving & ExperimentationAble to conduct experiments, evaluate model performance, and benchmark AI solutions for accuracy, latency, scalability, robustness, and operational suitabilityAble to identify, troubleshoot, and resolve issues arising during model training, deployment, and production operationDemonstrates analytical thinking and a structured approach to solving complex operational and business challenges using AI technologiesPassionate about exploring emerging AI technologies and translating research into practical business solutionsOur Commitment That Goes Beyond the NormAn 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.