Software Machine Learning Engineer (with ROS 2)

Avensys is a reputed global IT professional services company headquartered in Singapore. Our service spectrum includes enterprise solution consulting, business intelligence, business process automation and managed services. Given our decade of success we have evolved to become one of the top trusted providers in Singapore and service a client base across banking and financial services, insurance, information technology, healthcare, retail, and supply chain.

We are currently looking to hire Software Machine Learning Engineer.

This is an exciting opportunity to expand your skill set, achieve job satisfaction and work-life balance. More details as below.

Responsibilities

• Design and implement ML pipelines for training, evaluation, and deployment.
• Integrate ML models into ROS2-based robotic systems using Python and C++.
• Collaborate with ML engineers, robotics teams, and product stakeholders.
• Evaluate model performance and develop monitoring systems.
• Improve ML infrastructure and engineering best practices.
• Support data engineering tasks including dataset management and synthetic data generation.
• Build user-facing tools to simplify AI deployment in robotics workflows.

All About You

We seek individuals who share our passion and determination. Our commitment to customer success drives us to go the extra mile. If you're ready to join us in this mission, take a closer look at the minimum criteria for the position.

Required Qualifications

• BS or MS in Computer Science, Software Engineering, or related field.
• 3–6 years of experience in software development with ML applications.
• Strong programming skills in Python; familiarity with C++.
• Experience with PyTorch or similar ML frameworks.
• Understanding of ML concepts and evaluation methodologies.
• Experience with ROS2 and robotic systems is a plus.
• Strong collaboration and communication skills.

Preferred Qualifications

• Experience in robotics, industrial automation, or manufacturing.
• Background in computer vision for robotics (e.g., object detection, segmentation).
• Familiarity with MLOps tools and practices.
• Exposure to reinforcement learning, anomaly detection, or VLA models.
• Experience with interpretability techniques (e.g., SHAP, LIME).
• Demonstrated ability to stay current with AI/ML research and apply it in practice.

WHAT'S ON OFFER

You will be remunerated with an excellent base salary and entitled to attractive company benefits. Additionally, you will get the opportunity to enjoy a fun and collaborative work environment, alongside a strong career progression.

To submit your application, please apply online or email your UPDATED CV in Microsoft Word format to [Confidential Information]. Your interest will be treated with strict confidentiality.

CONSULTANT DETAILS

Consultant Name: Preethi Kanthappan

Reg No: R1765546

Avensys Consulting Pte Ltd

EA Licence 12C5759

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