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Senior MLOps Engineer - Python Programming (7-15 yrs) Bangalore (Analytics & | Engineer in Eng1

Herkey

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Senior MLOps Engineer - Python Programming (7-15 yrs) Bangalore (Analytics &

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Location:
Bangalore
Description:

Job Description :Role : (Open only for Women Employees)Cloud Solutions Design and Implementation :- Develop and implement robust cloud solutions for ML applications, including Gen AI, utilizing AWS, Azure, or GCP.- Build ML Ops pipelines on both cloud and on-premise solutions.CI/CD Pipeline Orchestration :- Design and manage CI/CD pipelines using GitLab CI, GitHub Actions, Circle CI, Airflow, or similar tools. Data Pipeline Implementation :- Construct efficient data pipelines for both streaming and batch data.- Establish and maintain data lakes and feature stores.Data Science Model Lifecycle Management :- Review data science models and execute code refactoring, optimization, containerization, deployment, versioning, and continuous monitoring.- Conduct testing, validation, and automation of data science models. Collaboration and Documentation :- Work closely with a multidisciplinary team of data scientists, data engineers, and architects.- Document and communicate processes effectively.Your Background :Bachelor's degree + 5 years or Master's degree + 3 years of relevant experience or PhD degree in computer science, electrical engineering, or related field.Experience : 7 - 15 Years- Practical experience with setting up and managing ML training and data pipelines in production.- Solid knowledge in at least a few of the following tools Docker, Kubernetes, Kubeflow, Airflow, Mesos, SLURM, MLFlow, Metaflow.- Experience with data versioning tools like DVC.- Familiarity with Infrastructure as Code (IaC) to define and deploy infrastructure.- Strong software development skills in Python.Preferred Qualifications :- Practical experience with Linux, version control systems (Git), build systems (Make, CMake, Autotools), and code review tools (Gerrit, Gitlab, Bitbucket).- Knowledge in C/C++, JavaScript. (ref:hirist.tech)
Education/experience:
5 To 7 Years
Company:
Herkey
Posted:
June 21 on hirist
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