MLOps Engineer

A company is looking for a Software/MLOps Engineer (Python, AWS). Key Responsibilities Design and build APIs and pub/sub event streams for real-time machine learning inference Implement MLOps techniques to monitor ML models and support the development of the MLOps platform Collaborate with Data Science teams to engineer features and validate machine learning model performance Required Qualifications Experience with Python and related data science libraries (scikit-learn, pandas, numpy) Hands-on experience deploying and operating ML models in production Hands-on experience with AWS services (Lambda, Step Functions, DynamoDB, IAM) Experience with Kafka or other event-driven systems Git / CI/CD experience