AI / ML Engineer

Keysight Technologies; Singapore; On-site; SGD 70,000 - 90,000; Full time

Job summary

A leading technology company in Singapore is looking for a passionate and innovative AI Architect. This role involves designing, developing, deploying, and maintaining AI/ML solutions in electronics manufacturing. The ideal candidate should have a Bachelor’s degree and 2-4 years of experience with AI/ML models in industrial settings. You will work with data scientists and engineers to build intelligent applications. Strong skills in Python and familiarity with deep learning frameworks are required. This position offers opportunities for creativity and innovation.

Qualifications

• 2-4 years of experience in developing and deploying AI / ML models.
• Strong focus on industrial applications, ideally in manufacturing.
• Familiarity with cloud computing platforms and DevOps practices.

Responsibilities

• Design, develop, train, and evaluate AI / ML models.
• Implement robust model training pipelines.
• Conduct rigorous model validation and testing.
• Collaborate with data engineers to design scalable data pipelines.

Skills

Python

Deep learning frameworks

Statistical modeling

Machine learning algorithms

Data warehousing

Cloud computing

ETL processes

Education

Bachelor’s degree in computer science or related field

Master’s degree preferred

Tools

TensorFlow

PyTorch

SageMaker

Job description

Overview

Keysightis at the forefront of technology innovation, delivering breakthroughs and trusted insights in electronic design, simulation, prototyping, test, manufacturing, and optimization. Our ~15, employees create world-class solutions in communications, 5G, automotive, energy, quantum, aerospace, defense, and semiconductor markets for customers in over countries. Learn moreabout what we do.

Our award-winningculture embraces a bold vision of where technology can take us and a passion for tackling challenging problems with industry-first solutions. We believe that when people feel a sense of belonging, they can be more creative, innovative, and thrive at all points in their careers.

Responsibilities

We areseekinga passionate and innovative AI architectto join our teamin Electronic Industrial Solutions Group AI / MLCenter of Excellence to launch AI solutions and modelsfor future enterprise engagements. As a Senior Engineer, you will play a crucial role in the design, development, deployment, and maintenance of our AI / ML solutions. You’ll work collaboratively with data scientists, software engineers, and product managers to build and scale intelligent applications that solve complex business problems. You’ll be responsible for translating high-level concepts into robust, production-ready systems, ensuring the quality, scalability, and reliability of our AI / ML models and infrastructure. The ideal candidate will work closely with data scientists, engineers, and manufacturing operations teams in relevant AI / ML technologies.

You will work closely with strategic planners, product management, and customers to understand key challenges and create solutions that advance Keysight’s position as AI / ML leader in electronics measurement test.

• Design, develop, train, and evaluate AI / ML models for applications such as defect detection (Computer Vision), predictive maintenance, anomaly detection, and yield optimization – all within the context of electronics manufacturing.
• Implement robust model training pipelines, incorporating techniques like data augmentation, transfer learning, and hyperparameter tuning.
• Conduct rigorous model validation and testing, ensuring models meet performance requirements and are reliable in a production environment.
• Collaborate with data engineers to design and build scalable data pipelines for data ingestion, preprocessing, feature engineering, and model deployment.
• Work with time-series data to build predictive models for equipment health and performance.
• Implement data quality monitoring and validation processes.
• Deploy AI / ML models into production environments, utilizing DevOps practices and MLOps workflows.
• Set up model monitoring systems to track performance, identify drift, and trigger retraining when necessary.
• Work with infrastructure teams to optimize model serving infrastructure.
• Collaborate closely with data scientists to translate business requirements into technical specifications.
• Mentor junior engineers and provide technical guidance on AI / ML best practices, specifically for documenting models, pipelines, and deployment processes thoroughly.
• Stay abreast of the latest advancements in AI / ML, particularly within the context of industrial applications.
• Explore and evaluate new technologies and algorithms that could benefit our operations.

Qualifications

• Bachelor’s degree in computer science, Electrical Engineering, Industrial Engineering, or related field. Master’s degree preferred.
• 2-4 years of experience in developing and deploying AI / ML models, with a strong focus on industrial applications (ideally in manufacturing). Test is a critical role responsible for translating business challenges within the
• Proficient in Python and experience with deep learning frameworks (e.g., TensorFlow, PyTorch, SageMaker).
• Strong understanding of statistical modeling, machine learning algorithms, and model evaluation techniques.
• Experience with data warehousing, data lakes, ETL processes.
• Familiarity with cloud computing platforms and DevOps practices, data architecture, and experience with version control systems.

Careers Privacy Statement

Keysight is an Equal Opportunity Employer.