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Fractal Analytics - MLOps Engineer - Python (6-10 yrs)

6-10 years

Fractal Analytics - MLOps Engineer - Python (6-10 yrs)

Fractal Analytics

posted 2d ago

Job Role Insights

Flexible timing

Job Description

Job Description :


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. Youll help automate and streamline Model development and Model operations. Youll build and maintain tools for deployment, monitoring, and operations. Youll 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) :


a. MLFlow, Kubeflow Model Registry


b. 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


Qualifications :

Required Qualifications :


- 6-10 years experience building production-quality software


- Strong experience in System Integration, Application Development or Data-Warehouse 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


Education : B.E/B.Tech/M.Tech in Computer Science or related technical degree OR Equivalent


Functional Areas: Other

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What people at Fractal Analytics are saying

What Fractal Analytics employees are saying about work life

based on 798 employees
94%
97%
86%
85%
Flexible timing
Monday to Friday
No travel
Day Shift
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Fractal Analytics Benefits

Work From Home
Free Food
Cafeteria
Health Insurance
Soft Skill Training
Job Training +6 more
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Fractal Analytics Mumbai Office Locations

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Mumbai Office
Fractal Analytics, #701 & 702, 7th Floor, Silver Metropolis, Western Express Highway, Opp Bimbisar Nagar, Goregaon East Mumbai
Maharashtra 400063
Mumbai Office
Fractal Analytics Pvt. Ltd., 101 Raheja Titanium Off Western Express Highway, Goregaon East, Mumbai Mumbai
400 063

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