Python Mlops Developer

2 weeks ago


Bangalore Karnataka, India UST Full time

Developer III- Sofware Engineering Who we are At UST we help the world s best organizations grow and succeed through transformation Bringing together the right talent tools and ideas we work with our client to co-create lasting change Together with over 30 000 employees in 30 countries we build for boundless impact touching billions of lives in the process Visit us at Summary We are seeking a highly motivated and experienced Python MLOps Engineer to join our growing team You will be responsible for building deploying and maintaining machine learning models in a production environment You will collaborate with data scientists and engineers to ensure the scalability reliability and performance of our ML systems The Opportunity Design build and maintain end-to-end ML pipelines using Databricks MLflow and Azure Machine Learning Implement CI CD pipelines for ML models ensuring reproducibility version control and automated deployment Operationalize LLM-based solutions including prompt engineering fine-tuning and inference optimization Monitor and manage model performance drift and retraining workflows Collaborate with data scientists data engineers and DevOps teams to ensure seamless integration and delivery Proficiency in Python and scripting for automation and orchestration Strong understanding of MLOps tools MLflow DVC Kubeflow Airflow or similar Experience with containerization Docker and orchestration Kubernetes Familiarity with Azure DevOps Git and CI CD pipelines for ML workflows Knowledge of data governance model monitoring and compliance best practices What you need Exposure to LLM fine-tuning embedding generation and vector databases e g FAISS Weaviate Pinecone Experience with Databricks Unity Catalog Delta Live Tables and Feature Store Understanding of data security access control and cost optimization in cloud environments Strong problem-solving and debugging skills Excellent communication and collaboration abilities Ability to work in a fast-paced agile environment and manage multiple priorities B E B Tech M Tech MCA in Computer Science Information Technology or a related field Advanced degree in Data Science Machine Learning or Artificial Intelligence is a plus What we believe We re proud to embrace the same values that have shaped UST since the beginning Since day one we ve been building enduring relationships and a culture of integrity And today it s those same values that are inspiring us to encourage innovation from everyone to champion diversity and inclusion and to place people at the centre of everything we do Humility We will listen learn be empathetic and help selflessly in our interactions with everyone Humanity Through business we will better the lives of those less fortunate than ourselves Integrity We honour our commitments and act with responsibility in all our relationships Equal Employment Opportunity Statement UST is an Equal Opportunity Employer We believe that no one should be discriminated against because of their differences such as age disability ethnicity gender gender identity and expression religion or sexual orientation All employment decisions shall be made without regard to age race creed colour religion sex national origin ancestry disability status veteran status sexual orientation gender identity or expression genetic information marital status citizenship status or any other basis as protected by federal state or local law UST reserves the right to periodically redefine your roles and responsibilities based on the requirements of the organization and or your performance To support and promote the values of UST Comply with all Company policies and procedures Skills Databricks Python Framework About Company UST is a global digital transformation solutions provider For more than 20 years UST has worked side by side with the world s best companies to make a real impact through transformation Powered by technology inspired by people and led by purpose UST partners with their clients from design to operation With deep domain expertise and a future-proof philosophy UST embeds innovation and agility into their clients organizations With over 30 000 employees in 30 countries UST builds for boundless impact touching billions of lives in the process


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