Machine Learning DevOps Engineer

3 weeks ago


Bengaluru, Karnataka, India Pylon Management Consulting Full time

bout the Role : We are seeking a highly skilled and experienced Machine Learning DevOps Engineer to join our dynamic team. You will be a key player in building and maintaining the infrastructure and processes that enable us to develop, deploy, and scale machine learning models efficiently and reliably. You will work closely with machine learning engineers, data scientists, and DevOps engineers to automate ML workflows, optimize model deployment, and ensure the performance and stability of our ML systems. This role requires a deep understanding of both machine learning and DevOps principles, as well as hands-on experience with relevant technologies. Responsibilities : - Design, build, and maintain robust and scalable ML infrastructure. - Automate ML workflows, including data preprocessing, model training, and model deployment. - Implement CI/CD pipelines for machine learning models. - Monitor and optimize the performance of ML systems in production. - Ensure the reliability, security, and scalability of ML infrastructure. - Collaborate with machine learning engineers and data scientists to streamline the ML development lifecycle. - Develop and maintain tools and scripts for ML operations. - Troubleshoot and resolve issues related to ML infrastructure and deployments. - Stay up-to-date with the latest advancements in MLOps and cloud technologies. - Champion best practices for ML DevOps within the organization. Qualifications : - Bachelor's or Master's degree in Computer Science, Engineering, or a related field. - 7-11 years of relevant experience in DevOps or a related field, with a focus on machine learning. - Strong understanding of machine learning principles and techniques. - Proficiency in at least one programming language : Python (required). - Extensive experience with cloud computing platforms : AWS, GCP, or Azure. - Deep understanding of containerization and orchestration technologies : Docker, Kubernetes. - Experience with CI/CD tools : Jenkins, GitLab CI, CircleCI, or similar. - Experience with infrastructure-as-code tools : Terraform, CloudFormation, or similar. - Strong understanding of monitoring and logging tools : Prometheus, Grafana, ELK stack, or similar. - Excellent problem-solving and analytical skills. - Strong communication and collaboration skills. Technical Skills (Required) : - Programming Languages : Python - Cloud Computing : AWS (SageMaker, EKS, S3, EC2, Lambda), GCP (Vertex AI, GKE, Cloud Storage, Compute Engine), or Azure (Azure Machine Learning, AKS, Blob Storage, Virtual Machines) - Containerization/Orchestration : Docker, Kubernetes - CI/CD : Jenkins, GitLab CI, CircleCI, GitHub Actions - Infrastructure as Code : Terraform, CloudFormation, ARM Templates - Monitoring/Logging : Prometheus, Grafana, ELK stack, CloudWatch, Stackdriver, Azure Monitor - MLOps Tools : MLflow, Kubeflow, TFX, or similar - Operating Systems : Linux- Version Control : Git Preferred Qualifications : - Experience with big data technologies : Spark, Hadoop. - Experience with message queues : Kafka, RabbitMQ. - Experience with databases : SQL and NoSQL databases. - Experience with machine learning frameworks : TensorFlow, PyTorch, scikit-learn. - Knowledge of security best practices for ML systems. - Experience with performance tuning and optimization of ML workloads (ref:hirist.tech)



  • Bengaluru, Karnataka, India XHire Full time

    Key Responsibilities : - Design, develop, and deploy machine learning models and algorithms to solve complex business problems. - Implement MLOps best practices to ensure robust, scalable, and maintainable machine learning pipelines. - Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions. -...


  • Bengaluru, Karnataka, India Integra Connect Full time

    We are seeking a highly skilled Machine Learning Engineer to join our team at Integra Connect. The ideal candidate will have extensive experience in designing and developing scalable and high-performance systems using Python and Natural Language Processing.About the Required Skills and QualificationsThe required skills and qualifications include:A minimum of...


  • Bengaluru, Karnataka, India Spydra Full time

    Job DescriptionJob Summary: We are seeking a talented and motivated Machine Learning Engineer to join our team. The ideal candidate will have a strong background in machine learning algorithms, data analysis, and software development. You will be responsible for designing, developing, and deploying machine learning models and systems that drive our products...


  • Bengaluru, Karnataka, India Pranatree Full time

    Pranatree LLC is seeking an experienced Machine Learning Engineer with a strong software development background to join our innovative and dynamic team. This remote position is ideal for candidates who have extensive experience in developing scalable machine learning solutions and integrating them with robust software systems. The ideal candidate will...


  • Bengaluru, Karnataka, India Spydra Full time

    Job Summary: We are seeking a talented and motivated Machine Learning Engineer to join our team. The ideal candidate will have a strong background in machine learning algorithms, data analysis, and software development. You will be responsible for designing, developing, and deploying machine learning models and systems that drive our products and...


  • Bengaluru, Karnataka, India XHire Full time

    Key Responsibilities :- Design, develop, and deploy machine learning models and algorithms to solve complex business problems.- Implement MLOps best practices to ensure robust, scalable, and maintainable machine learning pipelines.- Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions.-...


  • Bengaluru, Karnataka, India Nexthire Full time

    Job Title: Machine Learning Engineer Location : Bangalore Exp : 2+ Years Position OverviewAs a Senior Machine Learning Engineer, you will design, implement, and optimize AIsolutions while ensuring model success. You will lead the ML lifecycle fromdevelopment to deployment, collaborate with cross-functional teams, and enhanceAI...


  • Bengaluru, Karnataka, India Hoomanely Inc Full time

    Hoomanely Inc is seeking an experienced Machine Learning Engineer Lead to join our team. As a key member of our technology team, you will be responsible for leading the development of our machine learning models and integrating them into our backend systems.ResponsibilitiesMachine Learning Model Development: Develop and train machine learning models using...


  • Bengaluru, Karnataka, India LTIMindtree Limited Full time

    About the RoleWe are looking for an experienced MLOps Engineer to join our team at LTIMindtree Limited. As a key member of our ML Engineering team, you will be responsible for designing and implementing machine learning applications at scale in production. The ideal candidate will have experience in implementing machine learning life cycles using Vertex AI...

  • Machine Learning

    1 day ago


    Bengaluru, Karnataka, India iMerit Technology Full time

    iMerit is a leading AI data solutions company providing high-quality data across computer vision, natural language processing and content services that power machine learning and artificial intelligence applications for large enterprises. iMerit's customers are able to focus on the algorithms that drive the AI systems embedded in their products and...


  • Bengaluru, Karnataka, India o9 Solutions, Inc. Full time

    At o9 Solutions, our mission is clear: be the Most Valuable Platform (MVP) for enterprises. With our AI-driven platform — the o9 Digital Brain — we integrate global enterprises' siloed planning capabilities, helping them capture millions and, in some cases, billions of dollars in value leakage. But our impact doesn't stop there. Businesses that plan...


  • Bengaluru, Karnataka, India o9 Solutions, Inc. Full time

    At o9 Solutions, our mission is clear: be the Most Valuable Platform (MVP) for enterprises. With our AI-driven platform — the o9 Digital Brain — we integrate global enterprises' siloed planning capabilities, helping them capture millions and, in some cases, billions of dollars in value leakage. But our impact doesn't stop there. Businesses that plan...


  • Bengaluru, Karnataka, India LeadSquared Full time

    Job Summary:Leadsquared is seeking a passionate and driven Machine Learning Engineer with 1-3 years of overall experience to join our innovative team in Bengaluru.This role will focus on the development, deployment, and maintenance of machine learning models. While the primary focus is on ML, the ideal candidate will have a foundational understanding of data...

  • Machine Learning

    6 days ago


    Bengaluru, Karnataka, India iMerit Technology Full time

    iMerit is a leading AI data solutions company providing high-quality data across computer vision, natural language processing and content services that power machine learning and artificial intelligence applications for large enterprises. iMerit's customers are able to focus on the algorithms that drive the AI systems embedded in their products and...


  • Bengaluru, Karnataka, India Fosfor Full time

    Machine Learning Engineer - Decision Intelligence : - Design and develop machine learning models to support decision intelligence applications. - Collaborate with data scientists and product managers to understand business requirements and translate them into technical solutions. - Implement and optimize ML algorithms to improve decision-making processes. -...


  • Bengaluru, Karnataka, India Mphasis Full time

    We are seeking a highly skilled Machine Learning Engineer to join our team at Mphasis. In this role, you will be responsible for designing and developing machine learning models and algorithms that can be used to drive business value.Key Skills and Qualifications:8+ years of experience in data science, machine learning, and AIProficiency in Python, SQL, and...


  • Bengaluru, Karnataka, India Wipro Full time

    Requirement Name / Title : AI ML EngineerExperience : 4-8 yearsWork Location : Chennai/ BangaloreMandatory Skills:AI/ML, DL, NLP or Computer Vision, Python for Data Science, Tensorflow, Pytorch, Django, Keras, Scikit-learn, Pandas, NumPy, Matplotlib, SeabornPreferred Skills:Gen AI, LLM, GPT-3, AWS or GCP or Azure Cloud, MLOps, SQL, Hadoop, Spark, or Apache...


  • Bengaluru, Karnataka, India Saarthee Full time

    Position Summary : The Machine Learning Engineer is tasked with enhancing interactions across user gaming experiences and systems. This involves designing, coding, training, documenting, deploying, and evaluating large-scale machine learning systems in a cost-effective manner. We seek individuals capable of creating exceptional products and experiences for...


  • Bengaluru, Karnataka, India Saarthee Full time

    Position Summary : We are seeking a skilled Machine Learning Engineer to design, develop, and deploy ML models for various applications, including recommendation systems. The ideal candidate will implement and optimize machine learning algorithms to enhance model performance and accuracy while ensuring that enterprise infrastructure and data pipelines are...


  • Bengaluru, Karnataka, India LTIMindtree Limited Full time

    About the RoleWe are seeking an experienced GCP ML/MLOps Engineer to join our team at LTIMindtree Limited. As a key member of our ML Engineering team, you will be responsible for designing, developing, and deploying scalable machine learning models using cloud-based technologies.Key Responsibilities:Develop and implement machine learning models using GCP...