Software Developer Model Validation

Take your next career step at ABB with a global team that is energizing the transformation of society and industry to achieve a more productive, sustainable future. At ABB, we have the clear goal of driving diversity and inclusion across all dimensions: gender, LGBTQ+, abilities, ethnicity and generations. Together, we are embarking on a journey where each and every one of us, individually and collectively, welcomes and celebrates individual differences.

You will be working as Software Developer Model Validation and will be part of Process Automation business for Process Automation Digital based in Bangalore, India. In this role you will be reporting to Senior QE Manager and will be responsible for AI/ML model validation, performance engineering, industrial data preparation, planning, automating simulation data and executing performance benchmark to deliver a product of the highest quality.

Your responsibilities

• Designing and reviewing test development frameworks for machine learning models
• Working with ML engineers to make sure that functional & non-functional requirements are addressed
• Establishing and improving metrics collection and reporting
• Incorporating research of industry trends and apply best practices in quality engineering practices used in evolving machine learning techniques
• Setting up reference data generation pipelines using various sensors for capturing ground truth data
• Collecting and maintaining training and evaluation data based on the created test plans and test cases
• Integrating new data into existing ML models to track performance improvements

Your background

• Bachelor/Master’s degree in computer science or equivalent from premier institutes
• 2+ years of experience with Python
• Expertise in developing automation pipelines & frameworks for verification of machine learning models
• Understanding of machine learning techniques, data structures, algorithms, statistics.
• Exposure to Git, Docker, Kubernetes, Helm, Kubectl
• Exposure to Workflow orchestrations tools like Apache Airflow, Prefect, MetaFlow, Luigi

More about us

ABB is a leading global technology company that energizes the transformation of society and industry to achieve a more productive, sustainable future. The Process Automation (PA) business area (>$6B revenue in 2021, 22,000 employees), automates, electrifies, and digitalizes some of the most complex industrial infrastructures on this planet. Through its five divisions, it serves customers in the energy, process, and hybrid industries – from hydrocarbons, chemicals, water, mining, minerals, pulp & paper to marine and ports, and many more. PA stands at the heart of some of the most important shifts in society, helping the energy-intense industries to safer, smarter, and more sustainable operations to enable a prosperous, low-carbon society. For more information on PA, refer to https://global.abb/group/en/investors/strategy-events/pa-capital-markets-day-2022 We look forward to receiving your application (documents submitted in English are appreciated). If you want to discover more about ABB, take another look at our website www.abb.com. It has come to our attention that the name of ABB is being used for asking candidates to make payments for job opportunities (interviews, offers). Please be advised that ABB makes no such requests. All our open positions are made available on our career portal for all fitting the criteria to apply. ABB does not charge any fee whatsoever for recruitment process. Please do not make payments to any individuals / entities in connection to recruitment with ABB, even if is claimed that the money is refundable. ABB is not liable for such transactions. For current open positions you can visit our career website https://global.abb/group/en/careers and apply. Please refer to detailed recruitment fraud caution notice using the link https://global.abb/group/en/careers/how-to-apply/fraud-warning. Work model: on site #LI-onsite