Engineer - MLOps

3 - 7 years

0 Lacs

Posted:13 hours ago| Platform: Shine logo

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Work Mode

On-site

Job Type

Full Time

Job Description

Role Overview: You will be responsible for building the machine learning production System (MLOps) and deploying state-of-the-art AI solutions for Fractal clients. This is an exciting opportunity for an experienced server-side developer to work in a challenging and innovative environment. Key Responsibilities: - Collaborate with Data Scientists and Data engineers to deploy and operate advanced analytics machine learning models - Automate and streamline Model development and Model operations - Build and maintain tools for deployment, monitoring, and operations - Enable Model tracking, model experimentation, and Model automation - Develop scalable ML pipelines - Develop MLOps components using Model Repository such as MLFlow, Kubeflow Model Registry - Work on Machine Learning Services like Kubeflow, DataRobot, HopsWorks, Dataiku, or any relevant ML E2E PaaS/SaaS - Engage in all phases of Model development life cycle to build MLOPS components - Acquire knowledge base to deliver complex MLOPS projects on the Cloud (AWS, Azure, GCP) or On-Premises - Contribute to client business development and delivery engagements across multiple domains Qualifications Required: - 3-5 years of experience in building production-quality software - Strong background in System Integration, Application Development, or Data Warehouse projects across enterprise technologies - Basic Knowledge of MLOps, machine learning, and docker - Proficiency in object-oriented languages like Python, PySpark, Java, C#, C++ - Experience in developing CI/CD components for production-ready ML pipeline - Database programming skills using any flavors of SQL - Familiarity with Git for Source code management - Effective collaboration skills in a fast-paced environment - Ability to solve complex challenges and deliver innovative solutions quickly - Skills in team handling, problem solving, project management, communication, and creative thinking - Foundational Knowledge of Cloud Computing on AWS, Azure, or GCP - Hunger and passion for learning new skills If you are seeking a dynamic work environment where you can work with passionate individuals and contribute to cutting-edge projects, this role at Fractal could be the perfect fit for you.,

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