ML OPS Engineer

2 weeks ago

Bengaluru Chennai Pune, India Aziro Full time ₹ 15,00,000 - ₹ 20,00,000 per year

Key Responsibilities

  • Develop, deploy, and maintain ML services using Langserve for efficient model serving.
  • Monitor model performance and manage observability using Langfuse.
  • Containerize applications and services using Docker for consistent development and production environments.
  • Orchestrate and manage containerized workloads using Kubernetes (EKS/GKE/AKS or self-managed).
  • Write and maintain Groovy scripts for automation and CI/CD pipelines.
  • Collaborate with data scientists, backend engineers, and DevOps teams to ensure smooth ML model delivery.
  • Optimize infrastructure cost, reliability, and scalability for ML workflows.
  • Implement monitoring, alerting, and logging best practices.

Required Skills

  • Proven experience in ML Ops and deploying machine learning models in production.
  • Hands-on knowledge of Langserve for LLM or ML model inference.
  • Experience using Langfuse for logging, tracing, and monitoring LLM applications.
  • Strong understanding of Docker and containerization best practices.
  • Expertise with Kubernetes and managing cloud-native environments.
  • Solid scripting skills in Groovy, especially in Jenkins or CI/CD automation.
  • Familiarity with CI/CD tools (e.g., Jenkins, GitHub Actions, GitLab CI).
  • Working knowledge of cloud services (AWS, GCP, or Azure).

Preferred Qualifications

  • Experience with LLMOps or working on LLM-based pipelines.
  • Familiarity with observability stacks (Prometheus, Grafana, ELK).
  • Exposure to infrastructure-as-code (Terraform, Helm, etc.).

  • ML Ops Engineer

    2 days ago

    Bengaluru, India L&T Technology Services Full time

    Job Title : ML Ops Engineer Location: Bengaluru Experience : 7+Years ML Ops Engineer Programming & Scripting, Data & Feature Engineering, Monitoring & Logging (Prometheus, Grafana), Experiment Tracking & Workflow Orchestration(MLflow, Kubeflow, Weights & Biases), knowledge of Machine Learning Frameworks (TensorFlow, PyTorch, Scikit-learn) Required...

  • ML Ops Engineer

    2 weeks ago

    Bengaluru, Karnataka, India L&T Technology Services Full time ₹ 15,00,000 - ₹ 20,00,000 per year

    Job Title : ML Ops EngineerLocation: BengaluruExperience : 7+YearsML Ops EngineerProgramming & Scripting, Data & Feature Engineering, Monitoring & Logging (Prometheus, Grafana), Experiment Tracking & Workflow Orchestration(MLflow, Kubeflow, Weights & Biases), knowledge of Machine Learning Frameworks (TensorFlow, PyTorch, Scikit-learn)Required Skills: MLflow,...

  • ML Ops Engineer

    1 week ago

    Bengaluru, Karnataka, India L&T Technology Services Full time

    Job Title : ML Ops Engineer Location: Bengaluru Experience : 7+Years ML Ops Engineer Programming & Scripting, Data & Feature Engineering, Monitoring & Logging (Prometheus, Grafana), Experiment Tracking & Workflow Orchestration(MLflow, Kubeflow, Weights & Biases), knowledge of Machine Learning Frameworks (TensorFlow, PyTorch, Scikit-learn) Required Skills:...

  • ML Ops Engineer

    1 week ago

    Bengaluru, Karnataka, India L&T Technology Services Full time

    Job Title : ML Ops EngineerLocation: BengaluruExperience : 7+YearsML Ops EngineerProgramming & Scripting, Data & Feature Engineering, Monitoring & Logging (Prometheus, Grafana), Experiment Tracking & Workflow Orchestration(MLflow, Kubeflow, Weights & Biases), knowledge of Machine Learning Frameworks (TensorFlow, PyTorch, Scikit-learn)Required Skills: MLflow,...

  • ML Ops Engineer

    2 days ago

    Bengaluru, India L&T Technology Services Full time

    Job Title : ML Ops EngineerLocation: BengaluruExperience : 7+YearsML Ops EngineerProgramming & Scripting, Data & Feature Engineering, Monitoring & Logging (Prometheus, Grafana), Experiment Tracking & Workflow Orchestration(MLflow, Kubeflow, Weights & Biases), knowledge of Machine Learning Frameworks (TensorFlow, PyTorch, Scikit-learn)Required Skills: MLflow,...

  • ML Ops Engineer

    3 days ago

    Bengaluru, India L&T Technology Services Full time

    Job Title : ML Ops EngineerLocation: BengaluruExperience : 7+YearsML Ops EngineerProgramming & Scripting, Data & Feature Engineering, Monitoring & Logging (Prometheus, Grafana), Experiment Tracking & Workflow Orchestration(MLflow, Kubeflow, Weights & Biases), knowledge of Machine Learning Frameworks (TensorFlow, PyTorch, Scikit-learn)Required Skills: MLflow,...

  • ML Ops

    2 weeks ago

    Bengaluru, Kochi, India 4seer Technologies Full time US$ 90,000 - US$ 1,20,000 per year

    Job Description ML Ops Engineer (2–3 Years Experience)Position OverviewWe are looking for a passionate and skilled ML Ops Engineer with 2–3 years of experience to join our AI initiatives and services team. The ideal candidate will not only be strong in operationalizing machine learning workflows but also have hands-on exposure or working knowledge in...

  • AI & ML Ops Engineer

    1 week ago

    Bengaluru, Chennai, Hyderabad, India Caltek Solutions Full time ₹ 15,00,000 - ₹ 28,00,000 per year

    Role & responsibilitiesPrimary skills needed - AI & ML OpsSecondary - Infra OpsTertiary - AWS/AzureExperience and SkillsExperience: 7+ years in data engineering, 3+ years as an MLOps engineer.MLOps Pipelines: Design, develop, and implement using tools like MLflow and Apache Airflow.Cloud Experience: Working experience with AWS and Databricks.Technical...

  • LLM & ML Ops Engineer

    2 weeks ago

    Bengaluru, Karnataka, India Gainwell Technologies Full time ₹ 15,00,000 - ₹ 20,00,000 per year

    SummaryGainwell is seekingLLM Ops Engineers and ML Ops Engineersto join our growing AI/ML team. This role is responsible for developing, deploying, and maintaining scalable infrastructure and pipelines for Machine Learning (ML) models and Large Language Models (LLMs). You will play a critical role in ensuring smooth model lifecycle management, performance...

  • ML/Dev Ops Engineer

    4 days ago

    Bengaluru, Karnataka, India Ubique Systems Full time ₹ 2,40,000 - ₹ 3,00,000 per year

    Req 1 - ML/Dev Ops EngineerMandatory Skills:Databricks, mlFlow, Seldon, AWS, Kubeflow, Tecton, JenkinsSkill to Evaluate:Databricks,-mlFlow,-Seldon,-AWS,-Kubeflow,-Tecton,-Jenkins,-Graffana-,-Python-,Experience: 5 to 10 YearsLocation:BengaluruBudget: 24 to 30 LPANotice - ImmediateJob Description:· Focus on ML model load testing and creation of E2E test...