MLOps Engineer
1 week ago
Details & Specification : Experience : 1 - 6 YearsLocation : "Bangalore, Mumbai, or Gurgaon (Hybrid / Work from Office)"Mandatory Background : "B.Tech/M.Tech from IIT, NIT, BITS Pilani, or IIIT"The Company : High-Growth B2B AI SaaSAbout the Role : We are seeking a proactive and skilled MLOps Engineer to serve as the critical link between our Data Science and Platform Engineering teams. You will be responsible for designing and building the automated infrastructure necessary to reliably train, version, deploy, and monitor our proprietary AI/ML models in a complex, multi-tenant enterprise environment. Your success directly ensures the continuous improvement and high availability of our core AI product features.Key Technical Responsibilities : 1. MLOps Pipeline and Automation : - CI/CD for ML : Design and implement robust CI/CD pipelines specifically for machine learning models (CI/CD/CT - Continuous Training) using tools like Kubeflow, MLflow, or DVC.- Model Versioning : Establish a standardized system for model artifact management, version control, and lineage tracking to ensure reproducibility and auditability.- Feature Store : Contribute to the design and implementation of a centralized Feature Store to enable feature reusability, consistency between training and serving, and low-latency feature retrieval.2. Model Deployment and Serving : - Containerization : Containerize ML models using Docker and orchestrate their deployment on Kubernetes clusters for scalable, real-time inference and batch predictions.- A/B Testing Framework : Develop and manage a standardized framework for safely deploying, testing, and rolling back models in production (e.g., Canary deployments, Shadow mode).- API Development : Work with Backend Engineers to define and optimize the APIs used for model serving, ensuring low-latency responses for mission-critical client workflows.3. Monitoring and Governance : - Model Monitoring : Implement proactive monitoring solutions to track model health, performance metrics (e.g., accuracy, latency), data drift, and model decay in production.- Alerting : Set up comprehensive alerting on data quality issues or performance degradation, automating necessary retraining or mitigation workflows.- Resource Optimization : Manage and optimize the cloud infrastructure costs associated with model training and serving, primarily on AWS or GCP.What You'll Bring (Mandatory Skills & Experience) : - Educational Excellence : B.Tech/M.Tech in Computer Science or a related discipline from an IIT, NIT, BITS Pilani, or IIIT is mandatory.- Experience : 1-6 years of experience, with at least 1 years specifically focused on MLOps, DevOps, or building production-grade ML infrastructure.- Core Tools : Strong practical experience with Kubernetes, Docker, Python, and MLOps platforms (Kubeflow/MLflow).- Cloud & CI/CD : Proficiency with AWS (or GCP) and experience building CI/CD pipelines (Jenkins/GitLab/GitHub Actions).- ML Fundamentals : Solid understanding of the ML lifecycle, model serving architectures, and data warehousing concepts. (ref:hirist.tech)
-
MLOps Engineer
6 days ago
Bengaluru, India QUARKS TECHNOSOFT PRIVATE LIMITED Full timeDescription : We are seeking a hands-on MLOps Engineer with 36 years of experience in machine learning infrastructure, automation, and deployment.You will design and manage scalable, production-grade ML systems with a strong focus on Docker, Kubernetes, CI/CD, and cloud environments.While this role primarily emphasizes MLOps and DevOps engineering, a solid...
-
MLOps Engineer
4 weeks ago
Bengaluru, India C5i Full timeJob description We are looking for an experienced MLOps Engineer to join our team in Bengaluru. The ideal candidate will design, implement, and manage robust MLOps pipelines, enabling seamless deployment and monitoring of machine learning models. This role offers the opportunity to work on cutting-edge AI solutions and drive efficiency in ML workflows. Job...
-
MLOps Engineer
4 weeks ago
Bengaluru, India C5i Full timeJob description We are looking for an experienced MLOps Engineer to join our team in Bengaluru. The ideal candidate will design, implement, and manage robust MLOps pipelines, enabling seamless deployment and monitoring of machine learning models. This role offers the opportunity to work on cutting-edge AI solutions and drive efficiency in ML workflows. Job...
-
MLOPS Engineer
2 weeks ago
Bengaluru, Karnataka, India Cognizant Full time ₹ 1,00,00,000 - ₹ 3,00,00,000 per yearRole: MLOps EngineerLocation: BangaloreExp: 4 to 13 yearsResponsibilitiesModel Deployment, Model Monitoring, Model RetrainingDeployment pipeline, Inference pipeline, Monitoring pipeline, Retraining pipelineDrift Detection, Data Drift, Model DriftExperiment TrackingMLOps ArchitectureREST API publishingJob Responsibilities:Research and implement MLOps tools,...
-
MLOPS Engineer
1 week ago
Bengaluru, Karnataka, India Cognizant Technology Solutions Full time ₹ 15,00,000 - ₹ 25,00,000 per yearRole : MLOps EngineerLocation - ChennaiKey words -SkillsetAWS SageMaker, Azure ML Studio, GCP Vertex AIPySpark, Azure DatabricksMLFlow, KubeFlow, AirFlow, Github Actions, AWS CodePipelineKubernetes, AKS, Terraform, Fast APIResponsibilitiesModel Deployment, Model Monitoring, Model RetrainingDeployment pipeline, Inference pipeline, Monitoring pipeline,...
-
MLOps Engineer
2 weeks ago
Bengaluru, Karnataka, India SWITS DIGITAL Private Limited Full time ₹ 12,00,000 - ₹ 24,00,000 per yearJob Title:MLOps EngineerExperience:7 – 12 YearsLocation:BangaloreJob SummaryWe are seeking an experiencedMLOps Engineerwith strong expertise inData ScienceandAWS Cloudto design, deploy, and maintain end-to-end machine learning solutions. The ideal candidate will have hands-on experience in building scalable MLOps pipelines, automating model lifecycle...
-
MLOps Engineer
2 weeks ago
Bengaluru, Karnataka, India Aziro Full time ₹ 12,00,000 - ₹ 36,00,000 per yearAziro Technologies (formerly MSys Technologies) is an AI-native product engineering company driving innovation-led tech transformation globally We are hiring MLOps Engineers to join us immediatelyExp - 5+ yearsLocation - Bangalore (Hybrid Offer)Notice Period - Immediate to 15 daysJob DescriptionAbout the RoleWe are seeking a highly motivated Developer with...
-
Mlops
1 week ago
Bengaluru, India TransUnion Full timeTransUnion's Job Applicant Privacy Notice **What We'll Bring**: A MLOps Engineer is responsible for the deployment, maintenance, and scaling of machine learning models in production environment. **What You'll Bring**: Key responsibilities: 1. Design and implement cloud solutions, build MLOps on cloud (AWS, Azure, or GCP), 2. Build CI/CD pipelines...
-
MLOps Engineer
2 weeks ago
Bengaluru, India Capgemini Full timeResponsibilitiesExperience in developing MLOps framework cutting ML lifecycle: model development, training, evaluation, deployment, monitoring including Model GovernanceExpert in Azure Databricks, Azure ML, Unity CatalogHands-on experience with Azure DevOps, MLOPS CI/CD Pipelines, Python, Git, DockerExperience in developing standards and practices for MLOPS...
-
Mlops engineer
2 weeks ago
Bengaluru, India Capgemini Full timeResponsibilitiesExperience in developing MLOps framework cutting ML lifecycle: model development, training, evaluation, deployment, monitoring including Model GovernanceExpert in Azure Databricks, Azure ML, Unity CatalogHands-on experience with Azure Dev Ops, MLOPS CI/CD Pipelines, Python, Git, DockerExperience in developing standards and practices for MLOPS...
