MLOps Engineer

3 days ago


NCR, India Delphi Consulting Llc Full time

The MLOps Engineer is responsible for automating, operationalizing, and managing the machine learning lifecycle across all phasestraining, evaluation, deployment, and monitoring.

Key Responsibilities

  • Overall Responsibilities

  • Design and implement end-to-end MLOps pipelines for ML model lifecycle management.

  • Collaborate with Data Scientists to streamline model experimentation and deployment workflows.
  • Ensure reproducibility, scalability, and automation of ML systems.
  • Maintain production-grade infrastructure with focus on availability, monitoring, and fault-tolerance.
  • Establish model governance mechanisms including audit trails, access controls, and compliance frameworks.
  • Enable secure and ethical AI practices aligned with FATE (Fairness, Accountability, Transparency, Ethics).
  • Contribute to improving code quality, process automation, and DevOps culture in AI teams.

  • Technical Responsibilities

  • Develop and maintain CI/CD pipelines using Azure DevOps, Git, and Azure Pipelines.

  • Implement model training, evaluation, and deployment workflows using MLFlow, DVC, and Airflow.
  • Manage model versioning and experiment tracking, enabling reproducibility and lineage.
  • Automate testing using frameworks like pytest, behave, and integrate SonarQube for code quality.
  • Design and maintain deployment strategies: Blue-Green, Canary, and Shadow deployments.
  • Configure monitoring and alerting pipelines using Prometheus, Grafana, and email triggers.
  • Enable feedback loops and retraining mechanisms triggered by concept or data drift.
  • Ensure rollback and recovery strategies for deployed models.

Tools & Technologies

  • Version Control & CI/CD: Git, Azure DevOps, Azure Pipelines, DVC
  • Experiment Tracking & Registry: MLFlow, DVC, Azure ML
  • Testing: pytest, behave, SonarQube
  • Orchestration: Airflow, Azure Data Factory (optional)
  • Monitoring & Alerting: Prometheus, Grafana, Cloudera tools, Email notifications
  • Deployment: Docker, Kubernetes (optional), Azure ML Endpoints
  • Programming / Scripting: Python, Bash, YAML, JSON
  • Storage & Compute: Azure Blob, Cloudera, HDFS

Preferred Experience

  • 7–8+ years of hands-on experience in MLOps, DevOps, or ML Engineering roles.
  • Proven experience deploying ML models at scale in production environments.
  • Familiarity with monitoring model performance and automating drift detection and retraining workflows.
  • Understanding of responsible AI concepts like fairness, transparency, and auditability.

Education & Certifications

  • Bachelor's or Master's degree in Computer Science, Data Engineering, or related field.
  • Certifications (preferred):

  • Azure DevOps Engineer Expert

  • Certified MLOps Professional (TWiML, Coursera, or similar)
  • Azure AI Engineer Associate (optional)


  • NCR, India Wattmonk Technologies Full time

    Role & responsibilities Design and implement scalable AI/ML models for real-world business applications. Manage the end-to-end ML model lifecycle: data acquisition, preprocessing, training, validation, deployment, and monitoring. Collaborate with data engineers, software developers, and product managers to integrate AI seamlessly into products and solutions....


  • NCR, India Choice Consultants Full time

    Classical ML- XGBoost, Random Forest, SVM, Deep Learning- CNNs, RNNs, LSTMs, Transformers, NLP- BERT, GPT, LLaMA, T5, GenAI- Diffusion models, LLM fine-tuning, prompt engineering, Python, SQL, and ML libraries-scikit-learn, Hugging Face, LangChain Required Candidate profile Experience with cloud platforms (Azure, AWS, GCP) and MLOps tools (AML, MLflow,...


  • NCR, India Codefeast Full time

    What does day-to-day look like: Develop and maintain DS/ML solutions, including data pipelines, model training, evaluation, and optimization. Collaborate with business stakeholders to gather and clarify requirements Translate business requirements into DS/ML code that accurately reflects business logic Write efficient, maintainable, and well-documented DS/ML...


  • Delhi, NCR, India Wattmonk Technologies Full time ₹ 15,00,000 - ₹ 28,00,000 per year

    Role & responsibilitiesDesign and implement scalable AI/ML models for real-world business applications.Manage the end-to-end ML model lifecycle: data acquisition, preprocessing, training, validation, deployment, and monitoring.Collaborate with data engineers, software developers, and product managers to integrate AI seamlessly into products and...

  • ML Lead

    3 days ago


    NCR, India GEETHA TECHNOLOGY SOLUTIONS PRIVATE LIMITED Full time

    We are seeking a highly skilled Machine Learning Lead with a minimum of 5+ years of proven experience in developing, deploying, and optimizing computer vision projects in production environments. The ideal candidate should have hands-on expertise in building and scaling computer vision solutions such as object detection, facial recognition, defect detection,...


  • Bengaluru, Delhi, Mumbai, NCR, India Codvo Full time ₹ 15,00,000 - ₹ 20,00,000 per year

    Education Bachelors or Masters degree in Computer Science, Applied Mathematics, Engineering, or a related quantitative discipline; PhDs preferredSpecialization or research in applied machine learning, MLOps, or ML systems preferredExperience7+ years of experience designing, developing, and deploying ML models in production environments4+ years of experience...


  • Delhi, NCR, India Codefeast Full time ₹ 1,04,000 - ₹ 1,30,878 per year

    What does day-to-day look like:Develop and maintain DS/ML solutions, including data pipelines, model training, evaluation, and optimization.Collaborate with business stakeholders to gather and clarify requirementsTranslate business requirements into DS/ML code that accurately reflects business logicWrite efficient, maintainable, and well-documented DS/ML...

  • Staff AI Engineer

    1 week ago


    Noida, Delhi NCR, India Innovaccer Analytics Private Limited Full time

    Job DescriptionThe technology that once promised to simplify patient care has brought more issues than anyone ever anticipated.At Innovaccer, we defeat this beast by making full use of all the data Healthcare has worked so hard to collect, and replacing long-standing problems with ideal solutions.Data is our bread and butter for innovation.We are looking for...

  • ML Lead

    5 days ago


    Delhi, NCR, India GEETHA TECHNOLOGY SOLUTIONS PRIVATE LIMITED Full time ₹ 12,00,000 - ₹ 36,00,000 per year

    We are seeking a highly skilled Machine Learning Lead with a minimum of 5+ years of proven experience in developing, deploying, and optimizing computer vision projects in production environments. The ideal candidate should have hands-on expertise in building and scaling computer vision solutions such as object detection, facial recognition, defect detection,...


  • NCR, India Bean Hr Consulting Full time

    Databricks Data Engineer Experience: 3-6 yearsLocation: IndiaCompensation: Up to 30 LPA Key Responsibilities Design, develop, and maintain data pipelines and ETL workflows using Databricks and Apache Spark Implement Delta Lake and Medallion architecture (Bronze/Silver/Gold layers) for structured data processing Integrate data from multiple sources into...