
Software Engineer
- Bangalore, Karnataka
- Permanent
- Full-time
Location: Hyderabad/Bangalore
Job Type: Full-TimePosition: Lead EngineerJob Overview: We are seeking a talented and passionate Machine Learning Engineer to join our team and play a pivotal role in developing and deploying cutting-edge machine learning solutions. You will work closely with other engineers and data scientists to bring machine learning models from proof-of-concept to production, ensuring they deliver real-world impact and solve critical business challengesPrimary Responsibilities:
- Collaborate with data scientists, model developers, software engineers, and other stakeholders to translate business needs into technical solutions.
- Experience of having deployed ML models to production
- Create high performance real-time inferencing APIs and batch inferencing pipelines to serve ML models to stakeholders.
- Integrate machine learning models seamlessly into existing production systems.
- Continuously monitor and evaluate model performance and retrain the models automatically or periodically
- Streamline existing ML pipelines to increase throughput.
- Identify and address security vulnerabilities in existing applications proactively.
- Design, develop, and implement machine learning models for preferably insurance related applications.
- Well versed with Azure ecosystem
- Knowledge of NLP and Generative AI techniques. Relevant experience will be a plus.
- Knowledge of machine learning algorithms and libraries (e.g., TensorFlow, PyTorch) will be a plus.
- Stay up-to-date on the latest advancements in machine learning and contribute to ongoing innovation within the team
- 5+ years of working experience
- Python/MLOps/Docker and Kubernetes/FastAPI or Flask/CICD/Jenkins/Spark/SQL/RDB/Cosmos/Kafka/ADLS/API/Databricks
- Azure/LLMOps/ADF/ETL