Talent.com
ML Cloud Engineer

ML Cloud Engineer

TransPerfectBengaluru, Karnataka, India
3 days ago
Job description

Overview

We are seeking a Mid-Level ML Dev / Cloud Engineer to support the development, deployment, and optimization of machine learning services in a cloud-native environment. This role focuses on building scalable pipelines, integrating models into production, and ensuring reliable cloud infrastructure for ML applications. The ideal candidate has hands-on experience with ML workflow tools, cloud orchestration, and software development best practices.

Requirements

  • 3–5 years of hands-on experience in machine learning engineering, MLOps, or cloud engineering .
  • Strong foundations in Python , ML workflows, and API development.
  • Experience deploying models into production using Docker / Kubernetes.
  • Practical experience with at least one major cloud provider (AWS, GCP, or Azure).
  • Familiarity with ML lifecycle tools (MLflow, Airflow, Kubeflow, or similar).
  • Experience building or maintaining CI / CD pipelines.
  • Understanding of distributed systems, container orchestration, and cloud-native architectures.
  • Ability to collaborate with data scientists, engineers, and stakeholders.
  • Excellent problem-solving skills and comfort working in a fast-paced environment.

Responsibilities

  • Develop, maintain, and optimize ML pipelines , including data ingestion, preprocessing, feature engineering, and model deployment.
  • Integrate machine learning models into production-grade APIs and services.
  • Collaborate with data scientists to transition research models into scalable, cloud-ready solutions.
  • Build automated workflows for model training, evaluation, monitoring, and CI / CD .
  • Manage and optimize cloud infrastructure for compute, storage, orchestration, and networking.
  • Implement model performance monitoring, logging, and automated alerting.
  • Ensure reliability, scalability, and cost-efficiency of ML environments.
  • Support containerization and microservices deployment using Docker / Kubernetes .
  • Troubleshoot production ML workflows and resolve performance bottlenecks.
  • Follow best practices for security, compliance, and version control within ML and cloud systems.
  • Tech Stack

    Cloud Services (one or more) :

  • AWS : S3, SageMaker, Lambda, EC2, EKS
  • GCP : GCS, Vertex AI, Cloud Run, GKE
  • Azure : Blob Storage, ML Studio, AKS
  • ML / MLOps Tools :

  • MLflow, Kubeflow, Airflow, TFX, SageMaker Pipelines
  • Model serving frameworks : TensorFlow Serving, TorchServe, FastAPI
  • Languages & Frameworks :

  • Python (NumPy, Pandas, Scikit-learn, PyTorch, TensorFlow)
  • Bash, SQL
  • API development (FastAPI, Flask, Django)
  • DevOps & Infra :

  • Docker, Kubernetes
  • CI / CD tools (GitHub Actions, GitLab CI, Jenkins)
  • Terraform or CloudFormation for IaC
  • Monitoring : Prometheus, Grafana, CloudWatch
  • Create a job alert for this search

    Ml Engineer • Bengaluru, Karnataka, India

    Related jobs
    • Promoted
    Cloud Engineer

    Cloud Engineer

    SysTechCorp Incbangalore, karnataka, in
    Experience in AWS cloud – Lambda based microservices.GitHub CICD experience (GitHub Actions is a plus).Go & Python programming language. Experience in building & managing CICD pipelines for Kubernet...Show moreLast updated: 16 days ago
    • Promoted
    ML Ops Platform Engineer

    ML Ops Platform Engineer

    Amicon Hub ServicesBengaluru, Karnataka, India
    Experience with developing production-grade code in Python, SQL & Pandas.Experience with 3 or more of the following AWS tools : Lambda, EC2, EMR, S3, Glue, Athena, RDS, Networking, IAM, Batch proces...Show moreLast updated: 16 days ago
    • Promoted
    • New!
    Azure Cloud DevOps Engineer

    Azure Cloud DevOps Engineer

    Luxofthosur, tamil nadu, in
    In Luxoft, our culture strives to solve challenging problems, focusing on product engineering based on hypothesis testing to empower people to come up with ideas. We do it with a truly flexible envi...Show moreLast updated: 10 hours ago
    • Promoted
    • New!
    Cloud Cost Optimization Engineer

    Cloud Cost Optimization Engineer

    techjayshosur, tamil nadu, in
    What makes Techjays an inspiring place to work.At Techjays, we are driving the future of artificial intelligence with a bold mission to empower businesses worldwide by helping them build AI solutio...Show moreLast updated: 10 hours ago
    • Promoted
    Mid Cloud Engineer – Compute Optimization

    Mid Cloud Engineer – Compute Optimization

    TEKsystems Global Services in IndiaBengaluru, Karnataka, India
    Experience – 5+ years Location – Bengaluru Only Notice Period – Immediate to 20 days AWS Certification : Mandatory Must Have Skills - AWS EC2, EBS, S3, and EFS operations.Hands-on with AWS Clou...Show moreLast updated: 1 day ago
    • Promoted
    • New!
    Cloud Engineer

    Cloud Engineer

    Vsynergize AIhosur, tamil nadu, in
    Responsibilities & Required Skills : .Design, deploy, and manage core AWS resources (EC2, S3, RDS / Aurora, Lambda,.Build, maintain, and version infrastructure using Terraform (S3 / DynamoDB remote state...Show moreLast updated: 10 hours ago
    • Promoted
    Cloud Engineer

    Cloud Engineer

    ACL DigitalBengaluru, Karnataka, India
    You’ll win us over if you have : .Deep expertise in AWS Cloud Services and IaC (CloudFormation).A solid understanding of CI / CD and DevOps principles. Manage and optimize AWS services including S3, Dyn...Show moreLast updated: 16 days ago
    • Promoted
    Cloud Engineer- Observability

    Cloud Engineer- Observability

    SmarshBengaluru, Karnataka, India
    Who are we? Smarsh empowers its customers to manage risk and unleash intelligence in their digital communications.Our growing community of over 6500 organizations in regulated industries counts on...Show moreLast updated: 30+ days ago
    • Promoted
    Senior ML Engineer

    Senior ML Engineer

    Piramal Financehosur, tamil nadu, in
    Build and operate end-to-end ML / AI pipelines (data → training → deployment → monitoring).Automate CI / CD for ML / AI with Jenkins, integrate MLflow for tracking and registry.Deploy scalable batch and ...Show moreLast updated: 15 days ago
    • Promoted
    Cloud Engineer

    Cloud Engineer

    Intellistaff Services Pvt. LtdBengaluru, India
    Cloud Engineer – Google Cloud Platform.Location-Hyderabad / Chennai / Bangalore / Pune / Gurugram.Role Overview : Deploy, enhance, and maintain GCP landing zone and associated infrastructure, ensuring comp...Show moreLast updated: 9 days ago
    • Promoted
    • New!
    ML / Gen AI Engineer

    ML / Gen AI Engineer

    Intuition IT – Intuitive Technology Recruitmenthosur, tamil nadu, in
    Design, deploy, and manage scalable ML and GenAI workloads using AWS services including SageMaker Studio and Bedrock.Implement and maintain infrastructure using AWS Lambda, EKS, ECS on Fargate, and...Show moreLast updated: 10 hours ago
    • Promoted
    • New!
    Senior AI / ML Cloud Engineer – Graph Analytics Platform

    Senior AI / ML Cloud Engineer – Graph Analytics Platform

    ContexQBangalore, IN
    Senior AI / ML Cloud Engineer – Graph Analytics Platform.ContexQ, a Singapore-based B2B SaaS AI startup, is dedicated to transforming financial crime, fraud, and risk management through a groundbre...Show moreLast updated: 16 hours ago
    • Promoted
    • New!
    MLFlow / MLops Engineer

    MLFlow / MLops Engineer

    People Prime WorldwideBengaluru, IN
    SRE ML Ops - Predominantly development exp, some experience of devops.Primarily development-focused with exposure to.Involves managing ML pipelines using frameworks like PyTorch and TensorFlow, imp...Show moreLast updated: 17 hours ago
    • Promoted
    • New!
    Cloud & DevOps / Integration Engineer

    Cloud & DevOps / Integration Engineer

    People Prime Worldwidehosur, tamil nadu, in
    Our client is a global technology company headquartered in Santa Clara, California.OT) and more than 60 years in IT to unlock the power of data from your business, your people and your machines.We ...Show moreLast updated: 10 hours ago
    • Promoted
    • New!
    Cloud Architect

    Cloud Architect

    AventIQhosur, tamil nadu, in
    AventIQ is a leading software development company specializing in Robotic Process Automation (RPA) to revolutionize businesses through cutting-edge automation technologies.Our mission is to deliver...Show moreLast updated: 10 hours ago
    • Promoted
    Cloud Engineer

    Cloud Engineer

    People Prime WorldwideBangalore, IN
    Note (Please Read Before Applying).You have less than of 5+ years’ experience in combined roles of cloud engineer, infrastructure engineer, DevOps experience. You do not have 2+ years’ experience de...Show moreLast updated: 30+ days ago
    • Promoted
    Cloud Engineer-Observability

    Cloud Engineer-Observability

    SmarshBengaluru, Karnataka, India
    The Observability team builds and manages the single telemetry and observability service used by all product teams on the Smarsh platform. It provides "as a service" telemetry, monitoring, and visua...Show moreLast updated: 1 day ago
    • Promoted
    Sr Cloud Engineer (ML operations)

    Sr Cloud Engineer (ML operations)

    Moody'sBangalore, India
    At Moody's, we unite the brightest minds to turn today's risks into tomorrow's opportunities.We do this by striving to create an inclusive environment where everyone feels welcome to be who they ar...Show moreLast updated: 1 day ago