2 months ago
Petaling Jaya, MalaysiaSenior
Responsibilities
- Design, develop, and deploy machine learning models and AI solutions for operations, maintenance, forecasting, and process optimization.
- Architect end-to-end ML workflows covering data preparation, feature engineering, model development, validation, and production deployment.
- Conduct exploratory data analysis, feasibility assessments, and proof-of-concept initiatives.
- Collaborate with data engineers and cross-functional teams to build scalable data pipelines and high-quality training datasets.
- Apply ML engineering and MLOps practices for model versioning, deployment pipelines, containerization, monitoring, governance, and documentation.
- Monitor production model performance, address model drift, and implement retraining strategies.
- Communicate AI and ML insights to technical and non-technical stakeholders and support adoption of emerging AI technologies.
Requirements
- Bachelor's degree in Computer Science, Engineering, Mathematics, Physics, or a related technical discipline.
- Around five years of hands-on experience in machine learning, data science, or AI solution development in a commercial or enterprise environment.
- Demonstrated success designing, developing, and deploying machine learning models into production at scale.
- Strong programming skills in Python.
- Practical experience with Scikit-learn, TensorFlow, and PyTorch.
- Experience with cloud-based machine learning platforms such as AWS SageMaker, Azure Machine Learning, or Google Vertex AI.
- Understanding of MLOps, model lifecycle management, deployment pipelines, and business-driven AI use cases.
- A master's degree in Machine Learning, Data Science, Artificial Intelligence, or a related field is advantageous.
Benefits
- Hybrid work model.
- Opportunities for professional growth, skill development, and career ownership.
- Tools and freedom to shape work and take on impactful challenges.
Categories
About ABB
ABB builds electrification, robotics, motion, and process automation hardware and software for industrial, utility, transportation, and infrastructure customers. Its portfolio spans motors and drives, robots, PLCs, switchgear, and EV charging, sold as equipment, systems, and services under the ABB Ability platform. Formed in 1988 and headquartered in Zurich, it is a public company traded on the SIX Swiss Exchange and NYSE.