Cloud/DevOps Engineer - MLOps

Position : Cloud Devops Engineer-MLOPS Location : Noida Office Mode : WFO, 10AM-7PM, 5 days working Notice : Not working, serving notice less than 30 days Experience : Between 03 & 06 years Only Salary : Up to 25LPA (Based on Current/Last CTC) Interview Rounds : L1- Technical, L2- Coding Test, L3- Techno-Managerial Openings : 02 Mandatory Skills : - Mandatory- MLOPS, Machine Learning - Any Cloud- AWS or GCP or Azure - Any Devops- Jenkins/GIT/JIRA/CI/CD/Docker/ Kubernetes Job Description : - Establish and manage infrastructure on cloud platforms such as AWS and GCP tailored for machine learning workloads. - Work alongside data scientists to seamlessly integrate machine learning components into applications and services. - Develop comprehensive end-to-end machine learning pipelines, incorporating tools and services for data preprocessing, model training, and deployment. - Create and maintain automated workflows for continuous integration and continuous deployment (CI/CD) of machine learning models. - FastAPI, Docker, AWS services (S3, EC2, Sagemaker, Lambda, AppRunner, ECR, ECS, Cloudwatch). - Deploy machine learning models into production environments and manage their lifecycle, ensuring they remain efficient and effective. - Set up monitoring solutions to track model performance, detect data drift, and capture other relevant metrics to ensure ongoing model accuracy and reliability. - Work closely with data scientists to understand model requirements and contribute to model development and optimization efforts. - Keep abreast of the latest advancements in MLOps tools and technologies, recommending and implementing improvements to enhance existing workflows. - Incorporate cloud cost management strategies to optimize machine learning workloads, ensuring cost efficiency without compromising performance. - Must have delivered one or more data science product(s) in production. - Technically able to build and manage data and deployment pipelines. - Proficiency with AWS services. - Strong problem-solving skill set. - Strong communication and interpersonal skills. - Should have a fair understanding of ML algorithms. (ref:hirist.tech)

Location: delhi, IN

Posted Date: 11/25/2024