ML Cloud Engineer

4 days ago

Bengaluru, Karnataka, India TransPerfect Full time ₹ 12,00,000 - ₹ 24,00,000 per year

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

  • ML Engineer

    2 weeks ago

    Bengaluru, Karnataka, India ADA Full time ₹ 15,00,000 - ₹ 25,00,000 per year

    We are seeking a skilled Machine Learning Engineer to design, build, and deploy scalable ML systems that power intelligent features and data-driven decision-making. You will work at the intersection of data science and software engineering—transforming prototypes into production-ready systems while ensuring reliability, performance, and fairness.Key...

  • Ai Ml Engineer

    1 week ago

    Bengaluru, Karnataka, India Volto It Labs Full time ₹ 8,00,000 - ₹ 12,00,000 per year

    The role involves hands-on work in Machine Learning Engineering and Modelling, with strong proficiency in Python programming, GPU-based frameworks such as TensorFlow, Keras, and PyTorch, and Cloud-based ML development and deployment on AWS or Azure.Key Responsibilities:Design, develop, and deploy scalable ML models and solutions.Work with GPU-based...

  • AI / ML Ops Engineer

    2 weeks ago

    Bengaluru, Karnataka, India Automation Anywhere Full time ₹ 8,00,000 - ₹ 20,00,000 per year

    RoleWe are seeking a seasoned AI/ML Engineer to join our Cloud Operations (CloudOps) team. The ideal candidate should have strong expertise in designing, developing, and deploying AI/ML models and automation solutions that optimize cloud infrastructure management and operational efficiency. Primary Responsibilities- Design, develop, and deploy machine...

  • AI/ML Engineer

    2 days ago

    Bengaluru, Karnataka, India Growel Softech Pvt Ltd Full time ₹ 8,00,000 - ₹ 24,00,000 per year

    Location : BangaloreExp : 7 to 12 yearsSkill :AI/ML development, GenAI (Mandatory), Deep learning, LLM and NLP, SQL / NoSQL, Python, TensorFlow, PyTorch, or other AI/ML frameworks, Experience with cloud platforms and tools such as AWS, Azure, or Google Cloud for AI development with specific knowledge on EC2, ASG, S3, RDSRole: AI/ML EngineerRequirements /...

  • AI/ML Ops Engineer

    2 weeks ago

    Bengaluru, Karnataka, India Automation Anywhere Full time ₹ 12,00,000 - ₹ 36,00,000 per year

    About UsAutomation Anywhere is the leader in Agentic Process Automation (APA), transforming how work gets done with AI-powered automation. Its APA system, built on the industry's first Process Reasoning Engine (PRE) and specialized AI agents, combines process discovery, RPA, end-to-end orchestration, document processing, and analytics—all delivered with...

  • AI/ML Ops Engineer

    5 days ago

    Bengaluru, Karnataka, India Automation Anywhere Full time ₹ 8,00,000 - ₹ 24,00,000 per year

    About UsAutomation Anywhere is the leader in Agentic Process Automation (APA), transforming how work gets done with AI-powered automation. Its APA system, built on the industry's first Process Reasoning Engine (PRE) and specialized AI agents, combines process discovery, RPA, end-to-end orchestration, document processing, and analytics—all delivered with...

  • Ai Ml Engineer

    5 days ago

    Bengaluru, Karnataka, India Hopestar Solutions Full time ₹ 8,00,000 - ₹ 24,00,000 per year

    AI/ML Engineer with 3+ years of hands-on experience in building and deploying ML models. Python, TensorFlow/PyTorch, Scikit-learnData handling (Pandas, NumPy, SQL)Cloud (AWS/GCP/Azure), DockerML model development & deployment

  • Ai Ml Engineer

    2 days ago

    Bengaluru, Karnataka, India Camzy Infotech Full time ₹ 12,00,000 - ₹ 36,00,000 per year

    Looking for an AI/ML Engineer skilled in Azure ML, Agentic AI, and Generative AI. Must design, develop, and optimize scalable AI models using Azure Cloud, OpenAI, Databricks, Python, and PySpark.

  • - Lead ML engineer

    3 days ago

    Bengaluru, Karnataka, India Nexthire Full time ₹ 12,00,000 - ₹ 36,00,000 per year

    Location: Bengaluru, IndiaCompany: Experience: 5+ YearsEmployment Type: Full-TimeAbout is a cutting-edge AI and data-driven solutions company focused on building intelligent platforms for enterprises. We specialize in Machine Learning, Generative AI, MLOps, Computer Vision, and large-scale data engineering. Our mission is to help organizations unlock the...

  • Ai Ml Engineer

    2 weeks ago

    Bengaluru, Karnataka, India LeadSquared Full time ₹ 6,00,000 - ₹ 18,00,000 per year

    Job Summary:Leadsquared is seeking a passionate and driven Machine Learning Engineer with 1-2 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...