MLOps Engineer

4 days ago


Kolkata, India LTIMindtree Full time

Key Responsibilities

  • Responsible for building and maintaining robust machine learning pipelines ensuring efficient model deployment monitoring and lifecycle management within a cloud-based environment
  • Extensive expertise in MLOps specifically with Google Cloud Platform GCP and Vertex AI and a deep understanding of model performance drift detection and GPU accelerators
  • Build and maintain scalable MLOps pipelines in GCP Vertex AI for endtoend machine learning workflows
  • Manage the full MLOps lifecycle from data preprocessing model training and deployment to model monitoring and drift detection
  • Implement realtime model monitoring and drift detection to ensure optimal model performance over time
  • Optimize model training and inference processes using GPU accelerators and CUDA
  • Collaborate with cross functional teams to automate and streamline machine learning model deployment and monitoring
  • Utilize Python 310 with libraries such as pandas NumPy and TensorFlow to handle data processing and model development
  • Set up infrastructure for continuous training testing and deployment of machine learning models
  • Ensure scalability security and high availability in all machine learning operations by implementing best practices in MLOps

Requirements

  • 5 years of experience in MLOps and building ML pipelines 3 years of experience in GCP Vertex AI
  • Deep understanding of the MLOps lifecycle and automation of ML workflows
  • Proficient in Python 310 and related libraries such as pandas NumPy and TensorFlow
  • Strong experience in GPU accelerators and CUDA for model training and optimization
  • Proven experience in model monitoring drift detection and maintaining model accuracy over time
  • Strong problemsolving skills with the ability to work in a fast paced environment
  • Knowledge of data versioning and model version control techniques

Familiarity with TensorFlow Extended TFX or other ML workflow orchestration frameworks

Skills

Mandatory Skills :
MLOps, Google Cloud Platform GCP and Vertex AI.

Good to Have Skills :
MLOPS - Cloud (AWS/ GCP/ Azure)


  • MLOps Engineer

    2 weeks ago


    Kolkata, West Bengal, India LTIMindtree Full time ₹ 15,00,000 - ₹ 28,00,000 per year

    Key ResponsibilitiesResponsible for building and maintaining robust machine learning pipelines ensuring efficient model deployment monitoring and lifecycle management within a cloud-based environmentExtensive expertise in MLOps specifically with Google Cloud Platform GCP and Vertex AI and a deep understanding of model performance drift detection and GPU...

  • MLOps Engineer

    2 weeks ago


    Kolkata, West Bengal, India iXceed Solutions Full time

    Role: ML Engineer / ML Ops EngineerLocation : Thoraipakkam, Chennai (Initially for 2 weeks and later on remote)Role Type: PermanentNOTE: Looking for someone who is available to join within 10-15 days.Task Description: • University Degree in Computer Science, Information Technology, or related field• 5+ years of experience in the Machine Learning...

  • MLOps Engineer Lead

    4 days ago


    Kolkata, India APPIT SOFTWARE SOLUTIONS PRIVATE LIMITED Full time

    Design and deliver enterprise-scale application solutions. Lead architecture, coding, code reviews, testing, and deployment activities. Collaborate with cross-functional teams including Product, QA, and DevOps. Drive adoption of best practices in performance, security, and observability. Mentor junior engineers and support technical leadership initiatives. ...


  • Kolkata, West Bengal, India beBeeMlops Full time ₹ 15,00,000 - ₹ 28,00,000

    Lead MLOps EngineerJob Description: The Lead MLOps Engineer will be responsible for designing and implementing robust machine learning pipelines that ensure efficient model deployment, monitoring, and lifecycle management within a cloud-based environment.Key Responsibilities:


  • Greater Kolkata Area, India Omni Reach Full time ₹ 20,00,000 - ₹ 25,00,000 per year

    We are seeking a Senior Data Engineer to build scalable, cloud-native data platforms and enable end-to-end MLOps workflows. You will design ETL/ELT pipelines, manage data lakes/warehouses/feature stores, and ensure high-performance, secure, and cost-efficient pipelines for AI/ML and analytics. This role blends Data Engineering + MLOps to deliver...


  • Kolkata, West Bengal, India beBeeMachineLearning Full time ₹ 20,00,000 - ₹ 25,00,000

    Lead AI Engineering SpecialistWe are seeking a seasoned AI/ML professional to spearhead the development and deployment of cutting-edge AI systems.Key Responsibilities:Design and implement end-to-end ML pipelines leveraging Google Vertex AI for large-scale data processing.Collaborate with cross-functional teams to translate business problems into...


  • Kolkata, West Bengal, India beBeeProjectManager Full time ₹ 1,50,00,000 - ₹ 2,50,00,000

    Technical Project ManagerWe are seeking a seasoned Technical Project Manager with 13+ years of experience in IT, focusing on data engineering and technical product management roles.Key Responsibilities:Lead the delivery of end-to-end data platform, AI, BI, and analytics projects, ensuring alignment with business objectives and stakeholder...


  • Kolkata, West Bengal, India beBeeCloud Full time ₹ 18,74,820 - ₹ 25,44,950

    We are seeking a Cloud Architect to lead the design and implementation of cloud-native architectures for large-scale AI model deployment and updates.Key Responsibilities:Design and optimize cloud-native architectures for LLM-based products and services.Develop and maintain network architecture, including VPCs, subnets, routing tables, security groups, and...


  • Kolkata, West Bengal, India PVAR SERVICES Full time

    Job Title: Sr. Computer Vision EngineerLocation: GurugramExperience: 6–10 YearsIndustry: AI ProductKey Responsibilities:Lead design and implementation of complex CV pipelines (object detection, instance segmentation, industrial anomaly detection).Own major modules from concept to deployment ensuring low latency and high reliability.Transition algorithms...


  • Kolkata, West Bengal, India beBeeMachineLearning Full time US$ 12,00,000 - US$ 15,00,000

    Job Title: Model Engineering ProfessionalWe are looking for a seasoned professional to support our AI and ML initiatives, including GenAI platform development, deployment automation, and infrastructure optimization.This role requires expertise in DevOps, MLOps, or infrastructure engineering with a strong background in AI/ML environments. Proficiency in cloud...