Model Deployment Engineer

2 days ago

Bengaluru Chennai Hyderabad, India ti Steps Full time ₹ 15,00,000 - ₹ 25,00,000 per year

About the Role:

We are seeking a skilled Model Deployment Engineer to join our team to design, build, and maintain scalable and reliable deployment pipelines for machine learning models. You will collaborate closely with data scientists, ML engineers, and DevOps teams to operationalize machine learning models into production environments, ensuring robust, secure, and performant model serving.

Key Responsibilities:

  • Design, develop, and maintain end-to-end machine learning model deployment pipelines.
  • Collaborate with data scientists and ML engineers to productionize machine learning models.
  • Containerize machine learning models using Docker and orchestrate deployments using Kubernetes.
  • Implement and manage scalable model serving platforms such as TensorFlow Serving, TorchServe, Seldon Core, or MLflow.
  • Build and maintain APIs and microservices to expose model predictions to business applications.
  • Develop and maintain CI/CD pipelines tailored for ML workflows, ensuring automated testing, validation, and deployment of models.
  • Monitor deployed models for performance, latency, and accuracy; implement retraining triggers and rollback mechanisms.
  • Ensure security, compliance, and governance of ML deployment infrastructure.
  • Troubleshoot and resolve issues related to model deployment, scaling, and integration.

Preferred Skills:

  • Experience with feature stores and data versioning tools.
  • Knowledge of real-time and batch processing architectures.
  • Familiarity with security and compliance standards relevant to ML deployments.
  • Experience with distributed computing and scalable data pipelines.
  • Certifications related to cloud platforms or Kubernetes (CKA, AWS Certified ML Specialty).
  • Background in DevOps or SRE practices applied to ML systems.

  • Deployment Engineer

    1 day ago

    Bengaluru, India APPIT Software Inc Full time

    Job Description – Deployment Engineer (AMR / Robotics)Role: Deployment Engineer Open Positions: 2 Location: Pune / Jamshedpur Experience: 4+ Years About the OpportunityTechnohandZ is supporting one of our leading clients in the AI and Robotics domain to identify Deployment Engineers (AMR) who will play a key role in developing, deploying, and...

  • Deployment Engineer

    3 weeks ago

    Bengaluru, India Tonbo Imaging Full time

    Job Overview:We are looking for a proactive and technically skilled Software Deployment & Support Engineer to join our team. This role involves building, deploying, testing, and supporting our application across customer environments. The ideal candidate will have a solid foundation in C++ and basic database knowledge, along with excellent communication and...

  • Deployment Manager

    2 weeks ago

    Bengaluru, India Tata Consultancy Services Full time

    Role : Deployment managerExperience: 5 to 10Location : Bangalore / ChennaiTechnical Experience:- Experience in deploying complex, multi-component systems, preferably in cloud environments (Azure, AWS).- Deep understanding of AI models, especially LLMs, and the infrastructure required to support them.- Familiarity with agent-based modelling systems and their...

  • Deployment manager

    1 week ago

    Bengaluru, India Tata Consultancy Services Full time

    Role : Deployment managerExperience: 5 to 10Location : Bangalore / ChennaiTechnical Experience:- Experience in deploying complex, multi-component systems, preferably in cloud environments (Azure, AWS).- Deep understanding of AI models, especially LLMs, and the infrastructure required to support them.- Familiarity with agent-based modelling systems and their...

  • Deployment manager

    1 week ago

    Bengaluru, India Tata Consultancy Services Full time

    Role : Deployment managerExperience: 5 to 10Location : Bangalore / ChennaiTechnical Experience:- Experience in deploying complex, multi-component systems, preferably in cloud environments (Azure, AWS).- Deep understanding of AI models, especially LLMs, and the infrastructure required to support them.- Familiarity with agent-based modelling systems and their...

  • IT Deployment Engineer

    3 hours ago

    Hyderabad, Telangana, India Stalwarts Servicios Full time ₹ 4,00,000 - ₹ 7,00,000 per year

    Job Summary:We are seeking an Implementation Engineer to manage the deployment, configuration, and support of healthcare IT solutions across client sites. This role involves extensive client interaction, technical setup, and problem-solving. The candidate will work closely with hospital IT teams to ensure smooth implementation of our software solutions.Key...

  • Deployment Engineer

    2 weeks ago

    Bengaluru, India Tonbo Imaging Full time

    Job Overview: We are looking for a proactive and technically skilled Software Deployment & Support Engineer to join our team. This role involves building, deploying, testing, and supporting our application across customer environments. The ideal candidate will have a solid foundation in C++ and basic database knowledge, along with excellent communication...

  • Deployment Manager

    2 weeks ago

    Bengaluru, India Tata Consultancy Services Full time

    Role : Deployment managerExperience: 5 to 10Location : Bangalore / ChennaiTechnical Experience:- Experience in deploying complex, multi-component systems, preferably in cloud environments (Azure, AWS).- Deep understanding of AI models, especially LLMs, and the infrastructure required to support them.- Familiarity with agent-based modelling systems and their...

  • DevOps Deployment Engineer

    4 weeks ago

    Hyderabad, India Doelsoft Full time

    We are looking for an experienced and passionate DevOps Deployment Engineer to join our team As a DevOps Engineer at our company, you will have the opportunity to work on our new and exciting projects and develop your career. Roles and Responsibilities Install and configure all kinds of software required for applications on the various Linux...

  • Modeling & Simulation Engineer/syst...

    2 weeks ago

    Hyderabad, India Anicalls (Pty) Ltd Full time

    • Implement a predictive model-based system engineering (MBSE) to inform all aspects of ICBM transition • Develop, build, implement, maintain, update, and operate ICBM transition software modeler and build modeling/simulation software tools. • Enable analysis of ICBM transition functions, i.e., variables and outcomes of changing factors of MMIII...