ML Cloud Engineer
4 weeks ago
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
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ML Cloud Engineer
4 weeks ago
Bengaluru, India TransPerfect Full timeOverviewWe 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...
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ML Cloud Engineer
4 weeks ago
Bengaluru, India TransPerfect Full timeOverview 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...
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ML Cloud Engineer
4 weeks ago
Bengaluru, India TransPerfect Full timeOverview 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...
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ML Cloud Engineer
4 weeks ago
Bengaluru, India TransPerfect Full timeOverview 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...
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ML Cloud Engineer
4 weeks ago
Bengaluru, India TransPerfect Full timeOverviewWe 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...
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Ml cloud engineer
4 weeks ago
Bengaluru, India TransPerfect Full timeOverviewWe 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...
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ML Cloud Engineer
7 days ago
Bengaluru, Karnataka, India TransPerfect Full timeOverviewWe 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...
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ML Cloud Engineer
2 weeks ago
Bengaluru, Karnataka, India, Karnataka TransPerfect Full timeOverviewWe 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...
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ML Engineer – Google Cloud
2 weeks ago
Bengaluru, India Mastech Digital Full timeJob Title: ML Engineer – Google CloudLocation: Chennai/BangaloreBudget: Open to discussNotice Period : Immediate joiner/ Serving notice with less than 60 days/Notice is less than 60 daysWe are looking for an ML Engineer with expertise in building end-to-end machine learning workflows on Google Cloud. You will develop, train, and deploy ML models at...
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ML Engineer
4 weeks ago
Bengaluru, India Trigent Software Private Limited Full timeMinimum 4+ years of professional experience in an ML Engineering, AI Engineering, or Software Engineering role with a focus on ML systems. Technical Proficiency: Expert proficiency in Python and its associated ML ecosystem Software Engineering: Strong foundation in software engineering principles, data structures, algorithm design, and experience building...
