At ABB we help industries outrun - leaner and cleaner Here progress is an expectation - for you your team and the world As a global market leader we ll give you what you need to make it happen It won t always be easy growing takes grit But at ABB you ll never run alone Run what runs the world This Position reports to Digital Solution Engineering Manager Your role and responsibilities We are looking for a Sr software Engineer to join our Industrial Automation Digital Organization The role requires one to 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 This role is contributing to the Process Automation Business for Digital Division in Bangalore- Southfield India You will be mainly accountable for below Design and review test development frameworks for machine learning models Work with ML engineers to make sure that functional non-functional requirements are addressed Establish and improve metrics collection and reporting Incorporate research of industry trends and apply best practices in quality engineering practices used in evolving machine learning techniques Set up reference data generation pipelines using various sensors for capturing ground truth data Collect and maintain training and evaluation data based on the created test plans and test cases Integrate new data into existing ML models to track performance improvements Qualifications for the role Bachelor Master s degree in computer science or equivalent from premier institutes Overall 8 Years of experience with expertise in below 5 years of experience with Python along with exposure to Git Docker Kubernetes Helm Kubectl Exposure to Workflow orchestrations tools like Apache Airflow Prefect MetaFlow Luigi Machine learning frameworks e g PyTorch TensorFlow ONNX Exposure to Model serving in ML and working with frameworks like TensorFlow Serving TorchServe KFServing Seldon BentoML etc Understanding of machine learning techniques data structures algorithms statistics Expertise in developing automation pipelines frameworks for verification of machine learning models Experience setting up automated CI CD environments e g Git Kubernetes and ML content management systems e g Supervisory Nice To HaveExperience in Microsoft Azure ML platform Microsoft Azure Certifications 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 significant shifts in society helping the energy-intense industries to safer smarter and more sustainable operations to enable a prosperous low-carbon society We value people from different backgrounds Could this be your story Apply today or visit www abb com to read more about us and learn about the impact of our solutions across the globe Fraud Warning Any genuine offer from ABB will always be preceded by a formal application and interview process We never ask for money from job applicants 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

📌 Sr Software Engineer- Model Validation (Karnataka)
🏢 ABB
📍 Karnataka