Machine Learning Engineer

Avensys Consulting Pte Ltd; Bengaluru; On-site; INR 1,400,000 - 2,400,000; Full time

Job summary

Avensys Consulting Pte Ltd in Bengaluru, India, seeks a mid-level Software Engineer with AI/ML experience to join the AI Partnerships team. You will build, deploy, and maintain ML pipelines and ROS2-based robotic systems, delivering production-ready software for robotics applications.

The role emphasizes hands-on development with responsibilities spanning data handling, model evaluation, and collaboration with ML researchers and robotics engineers.

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.

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.

Skills

Python

C++

Collaboration & communication

ML concepts & evaluation

Problem solving

Teamwork

Education

BS or MS in Computer Science/Software Engineering or related field

Tools

PyTorch

ROS2

Job description

About CompanyAvensys 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.

Location

About the Role

Opportunity OverviewWe are seeking a Software Engineer with AI/ML experience to join the AI Partnerships team in Bangalore, India. This mid-level role focuses on building, deploying, and maintaining the software systems and ML pipelines that connect advanced AI capabilities with Teradyne's robotics products and partner ecosystems. You will collaborate with machine learning researchers and robotics engineers to ensure that state-of-the-art AI models are delivered as robust, production-ready software for applications in robot manipulation, visual inspection, and autonomous mobile robots (AMRs) / mobile manipulators. This role emphasizes hands-on development, experimentation, and collaboration rather than technical leadership. You will own significant software modules end-to-end — from understanding the problem through designing, building, testing, and supporting them in production.

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 YouWe 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.

Qualifications

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.

Required Skills

• 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 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.

We are only considering candidates local to position location and are unable to provide relocation for this position.

Pay range and compensation package

• 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.

Equal Opportunity Statement

We are an equal‑opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, sex, gender, gender expression, sexual orientation, age, marital status, veteran status, or disability status. We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform crucial job functions, and to receive other benefits and privileges of employment.

Additional Information

Consultant Details

• Avensys Consulting Pte LtdEA Licence 12C5759
• Role Tittle: Machine Learning Engineer
• Occupation: Machine Learning Engineer
• Job Type: Full time
• No. of vacancies :2
• Job Function: IT
• Minimum Years of Experience: 5 years
• Minimum Qualifications. Btech/Mtech
• Field of Study: Any/IT
• Privacy Statement: Data collected will be used for recruitment purposes only. Personal data provided will be used strictly in accordance with the relevant data protection law and Avensys' privacy policy.