AI Engineer_ MLOPs_ 3 to 5yrs

Role overview

AI Engineer_ MLOPs_ 3 to 5yrs at Fractal

Building the machine learning production System(or MLOps) is the biggest challenge most large companies currently have in making the transition to becoming an AI-driven organization.

This position is an opportunity for an experienced, server-side developer to build expertise in this exciting new frontier.

You will be part of a team deploying state-of-the-art AI solutions for Fractal clients.

Responsibilities

• As MLOps Engineer, you will work collaboratively with Data Scientists and Data engineers to deploy and operate advanced analytics machine learning models.
• You’ll help automate and streamline Model development and Model operations.
• You’ll build and maintain tools for deployment, monitoring, and operations.
• You’ll also troubleshoot and resolve issues in development, testing, and production environments.
• Enable Model tracking, model experimentation, Model automation
• Develop scalable ML pipelines
• Develop MLOps components in Machine learning development life cycle using Model Repository (either of): MLFlow, Kubeflow Model Registry
• Machine Learning Services (either of): Kubeflow, DataRobot, HopsWorks, Dataiku or any relevant ML E2E PaaS/SaaS
• Work across all phases of Model development life cycle to build MLOPS components
• Build the knowledge base required to deliver increasingly complex MLOPS projects on the Cloud(AWS, Azure, GCP)/On Prem
• Be an integral part of client business development and delivery engagements across multiple domains.

Required qualifications

• 3-5 years experience building production-quality software
• Strong experience in System Integration, Application Development or DataWarehouse projects across technologies used in the enterprise space
• Basic Knowledge of MLOps, machine learning and docker
• Object-oriented languages (e.g. Python, PySpark, Java, C#, C++ )
• Experience developing CI/CD components for production ready ML pipeline.
• Database programming using any flavors of SQL
• Knowledge of Git for Source code management
• Ability to collaborate effectively with highly technical resources in a fast-paced environment
• Ability to solve complex challenges/problems and rapidly deliver innovative solutions
• Team handling, problem solving, project management and communication skills & creative thinking
• Foundational Knowledge of Cloud Computing either one AWS, Azure or GCP
• Hunger and passion for learning new skills
• B.E/B.Tech/M.Tech in Computer Science or related technical degree OR Equivalent.
• If you like wild growth and working with happy, enthusiastic over-achievers, you'll enjoy your career with us!
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Employment details

• JOB LOCATION: Bangalore, Mumbai, Pune, Gurgaon, Chennai, Hyderabad, Coimbatore, Noida
• Location: Bengaluru [India], Pune, Mumbai, Chennai, Gurgaon

Additional role details

• It's fun to work in a company where people truly BELIEVE in what they are doing!
• We're committed to bringing passion and customer focus to the business.