MLOps Engineer

1 week ago


Pune, Maharashtra, India Ascentt Full time

Requirements

We are seeking a highly skilled and motivated MLOps Engineer to join our team. The ideal candidate will have extensive experience with AWS services, containerization, infrastructure as code, and continuous integration/continuous deployment (CI/CD) pipelines. You will be responsible for building and maintaining robust machine learning infrastructure, ensuring seamless deployment, scalability, and monitoring of machine learning models in production. A strong understanding of the machine learning lifecycle is essential to ensure efficient model development, deployment, and maintenance.

Key Responsibilities:

Design, implement, and maintain scalable and secure cloud infrastructure on AWS, including VPC, EC2, RDS, S3, Route53, SNS, CloudFront, CloudWatch, and IAM.

Deploy and manage containerized applications using ECS or EKS.

Develop and manage CI/CD pipelines using Jenkins and GitHub.

Build, test, and deploy Docker containers.

Implement and manage infrastructure as code using Terraform.

Develop automation scripts and tools using Python.

Design and implement API gateways and serverless functions using Lambda.

Utilize AWS SageMaker for machine learning model training, deployment, and monitoring, including pipelines and managed jobs.

Schedule and manage workflows using Apache Airflow.

Monitor and optimize the performance of machine learning models and infrastructure.

Collaborate with data scientists, software engineers, and other stakeholders to streamline the model deployment process.

Ensure security, reliability, and compliance of the ML infrastructure.

Apply knowledge of the machine learning lifecycle to support model development, deployment, monitoring, and refinement.

Work with data scientists to understand the requirements and constraints of different stages in the ML lifecycle.

Required Skills and Experience:

Strong experience with AWS services including VPC, EC2, RDS, S3, Route53, SNS, CloudFront, CloudWatch, IAM, ECS or EKS.

Proficiency in using Jenkins for CI/CD pipelines.

Expertise in GitHub for version control and collaboration.

Extensive experience with Docker for containerization.

Proficiency in Terraform for infrastructure as code.

Strong programming skills in Python.

Experience with API Gateway and Lambda functions.

Knowledge of AWS SageMaker, including pipelines and managed jobs.

Experience with Apache Airflow for workflow scheduling.

Excellent problem-solving skills and attention to detail.

Strong communication and collaboration skills.

Solid understanding of the machine learning lifecycle and best practices for deploying and maintaining ML models in production.

Preferred Qualifications:

AWS Certified Solutions Architect or similar certifications.

Experience with machine learning frameworks and libraries.

Familiarity with data engineering tools and practices.

Understanding of DevOps practices and principles.

  • Virtual Private Cloud ( VPC), EC2, RDS, S3, Route53, SNS, CloudFront, CloudWatch IAM
  • ECS or EKS
  • AWS
  • Jenkins
  • Github
  • Docker
  • Terraform - need good exp
  • Python - Need good exp
  • API Gateways
  • Lambda
  • R53
  • SageMaker - Pipelines, Managed jobs
  • Airflow


  • Pune, Maharashtra, India Velotio Technologies Full time

    Velotio Technologies is a product engineering company working with innovative startups and enterprises. We are a certified and recognized as one of the best companies to work for in India. We have provided full-stack product development for 110+ startups across the globe building products in the cloud-native, data engineering, B2B SaaS, IoT & Machine...


  • Pune, Maharashtra, India Velotio Technologies Full time

    Velotio Technologies is a product engineering company working with innovative startups and enterprises. We are a certified and recognized as one of the best companies to work for in India. We have provided full-stack product development for 110+ startups across the globe building products in the cloud-native, data engineering, B2B SaaS, IoT & Machine...

  • MLOPs Engineer

    1 week ago


    Pune, Maharashtra, India Tekgence Inc Full time

    Experience: 5+YearsNP :Immediate to 30 DaysLocation: Pune/Chennai/Hyderabad/BangaloreMLOPs Engineer:Python, ML concepts and frameworks, Fast API, Graph QL, AWS, ML Flow, AirFlow, ML pipeline creation, drift monitoringStrong understating of Python, ML concepts and frameworks, Fast API, Graph QLExperience in developing scalable APIs.Knowledge of AWS, preferred...


  • Pune, Maharashtra, India Quess Corp Limited Full time

    Job Description SummaryMISSION : The MLOPs responsible to manage AIML solution deployments across all technical environments, from development to production, using MLOPS culture and IT practices. This includes ensuring the availability and usability of the provided solutions, providing technical support for building, installation, deployment, and testing of...

  • MLOps Engineer

    1 week ago


    Pune, Maharashtra, India TWise Full time

    Responsibilities :Lead Machine Learning Projects: Take ownership of end-to-end machine learning projects, from problem definition and data collection to model development and deployment.Team Leadership: Mentor and guide a team of machine learning engineers, providing technical expertise and leadership to ensure project success.Algorithm Development: Develop...

  • MLOps Engineer

    1 week ago


    Pune, Maharashtra, India Exela Technologies Full time

    Requirements: Bachelor's or Master's degree in a quantitative field (CS, machine learning, mathematics, statistics) or equivalent experience. Academic excellence with a minimum of 80% in 10th and 12th grades and a First Class at the graduate/post-graduate degree. 4 to 5 years of extensive experience as a Data Scientist with expertise in building,...

  • MLOps Engineer

    2 months ago


    Pune/Mumbai, Maharashtra, India Techno Wise Full time

    Job Description :We are seeking anexperienced ML Engineer (MLOps) with a strong background in machine learning, deep learning, and artificial intelligence. The ideal candidate will have a proven track record of developing and deploying machine learning models in real-world applications and will be responsible for leading and mentoring a team of machine...

  • MLOps Engineer

    4 weeks ago


    Pune/Mumbai, Maharashtra, India Techno Wise Full time

    Job Description :We are seeking anexperienced ML Engineer (MLOps) with a strong background in machine learning, deep learning, and artificial intelligence. The ideal candidate will have a proven track record of developing and deploying machine learning models in real-world applications and will be responsible for leading and mentoring a team of machine...

  • Gcp Mlops Vertex Ai

    1 week ago


    Pune, Maharashtra, India Change Leader Full time

    GCP Vertex MLOps Lead/ArchitectRole and Responsibilities: Leverage Goggle Cloud Platform (GCP) cloud based architectures and technologies to deliver optimized ML models at scale Construct optimized data pipelines to feed ML models Advocate for software and machine learning engineering best practices Function as a technical or project lead and while mentoring...


  • Pune, Maharashtra, India Western Union Full time

    Senior Associate, MLOps Engineering – Pune, India Would you like work on a massively global scale with a FinTech company that is poised to revolutionize the industry? Are you interested in joining a globally diverse organization where our unique contributions are recognized and celebrated, allowing each of us to thrive? Then it's time to join Western...

  • MLOps Engineer

    2 months ago


    Pune, Maharashtra, India TWise Full time

    Responsibilities :1. Lead Machine Learning Projects: Take ownership of end-to-end machine learning projects, from problem definition and data collection to model development and deployment.2. Team Leadership: Mentor and guide a team of machine learning engineers, providing technical expertise and leadership to ensure project success.3. Algorithm Development:...

  • MLOps Engineer

    4 weeks ago


    Pune, Maharashtra, India TWise Full time

    Responsibilities :1. Lead Machine Learning Projects: Take ownership of end-to-end machine learning projects, from problem definition and data collection to model development and deployment.2. Team Leadership: Mentor and guide a team of machine learning engineers, providing technical expertise and leadership to ensure project success.3. Algorithm Development:...

  • MLOps Engineer

    1 week ago


    Pune, Maharashtra, India Worksconsultancy Full time

    Job Description :Maintaining the infrastructure that supports the ML models and algorithms Version control of various ML models deployed in large scale distributed cloud and OnPrem systems Monitoring the performance of ML systems. Identifying ways to improve ML model performance. Troubleshoot any errors or bugs that may occur.Qualifications : Bachelors or...


  • Pune, Maharashtra, India Qualys Full time

    Come work at a place where innovation and teamwork come together to support the most exciting missions in the world Are you passionate about building and deploying machine learning models in production? Do you thrive in a collaborative environment and enjoy tackling complex technical challenges? If so, then we want to hear from you We are seeking a...

  • MLOPs Engineer

    1 week ago


    Pune, Maharashtra, India Tekgence Inc Full time

    Experience: 5+YearsNP :Immediate to 30 Days Location: Pune/Chennai/Hyderabad/Bangalore MLOPs Engineer: Python, ML concepts and frameworks, Fast API, Graph QL, AWS, ML Flow, AirFlow, ML pipeline creation, drift monitoring Strong understating of Python, ML concepts and frameworks, Fast API, Graph QL Experience in developing scalable APIs. Knowledge of AWS,...


  • Pune, Maharashtra, India Antal International Full time

    Job Description Our client is a multi-million dollar organization, a leading force in technological innovation, revolutionizing communication, navigation, and entertainment systems globally. With a focus on safety and efficiency, they have set industry benchmarks for connectivity solutions. The are on a look out for a Cloud Engineer with excellent skills...

  • Data engineer

    1 week ago


    Pune, Maharashtra, India G.A. Design & Business (DBS) Full time

    Work with data engineering tasks in the scope of industrial processes ( data standardization, cloud storage and integration within Antolin Big Data platform) Work with several sources of data and create advanced monitoring views for different kind of users. Grafana Programming by SQL, Deployment and Maintenance Node-Red HMI Development, Deployment...

  • ML Ops

    1 week ago


    Pune, Maharashtra, India MARICI Solutions INC Full time

    This is a remote positionJob Title:Machine Learning Engineer MLOpsSpecialistLocation: 100% RemotePermanentRoleJob Description:We are seeking a highly skilled and experienced MachineLearning Engineer with a strong focus on MLOps to join our dynamicIT team. The ideal candidate should have a solid background inbuilding and deploying microservices for machine...


  • Pune, Maharashtra, India Technomech Placements Full time

    Job Description :Position : ML Engineer & ML Ops.Experience : 6 years.Location - Pune - Hybrid. Job Type - Fulltime. Here we are looking for strong ML Ops Exp using Sage maker. Skill Set : Machine Learning. Sub Skill : Azure, GCP, AWS, Devops, Python, Kubernetes, Containerization, Machine Learning. Job Description :End-to-End ML Lifecycle Management : -...

  • MLOps Architect

    1 week ago


    Pune, Maharashtra, India Aparajita Consultancy services Full time

    Role : ML Ops ArchitectExperience : 10+ years ( Atleast 6+ years as Architect Role)Location : Bangalore / Pune - Hybrid Must to have skills : Data Drift Concept drift RAG Vector database Hiber parameter tuning ML concepts CI/CD PipelineML Ops ArchitectJD :As a ML Ops Architect, you will play a critical role in designing, implementing, and optimizing...