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12 EPAM Systems System Architect Jobs
Systems Architect (DevOps & MLOPs)
EPAM Systems
posted 1mon ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
We are seeking a Systems Architect (DevOps & MLOPs) to join our team. In this role, you will be an integral part of our solution architecture team, focusing on designing and implementing data infrastructure and DevOps solutions for our projects. If you have a passion for data architecture and DevOps, and a strong foundation in systems architecture, MLOps, MLflow, Apache Airflow, Kubeflow, CI/CD, infrastructure, Prometheus, and Grafana, we encourage you to apply.
Responsibilities
- Shorten development cycles for our software and AI/Client systems
- Build and maintain tools and infrastructure for efficient software and AI/Client development
- Help us build and automate our AI/Client workstream from data analysis, experimentation, operationalization, model training, model tuning to visualization
- Build and maintain data pipelines for analytics, model evaluation and training (includes versioning, compliance, and validation)
- Train and Re-train systems when necessary
- Improve and maintain the automated CI/CD pipeline
- Increase the deployment velocity, including the process for deploying models and data pipelines into production
- Build and maintain infrastructure as code (IaC) in the cloud, that can scale when needed
- Collaborate with engineering team to develop, deploy and maintain our products with ease
- Ability to take on substantial responsibilities from the first day and the opportunity to directly shape our full CI/CD+ infrastructure
- 10 + years of strong experience in MLOPs
- Solid experience in designing, building DevOps pipelines for ML models/apps and different environments required for Dev/Test/UAT/Prod
- Experience in providing quick solutions/fixes to the production issues on ML models
- Experience with Monitoring/Alerting systems for model failures, data failures, real time scoring failures etc
- Experience in selecting appropriate datasets and data representation methods
- Able to Perform statistical analysis and fine-tuning using test results after running the machine learning tests and experiments
- Proven programming skills with multiple programming languages: Python/Java or similar
- Shell scripting and Unix OS skills are necessary
- Solid experience with Software engineering good practices, especially DevOps practices
- Excellent problem solving and debugging skills
- Strong experience with Cloud infrastructure on any of GCP/AWS/Azure cloud platforms. Experience in GCP is preferrable
- Familiar with tools such as Apache Airflow, DVC, MLFlow etc
- Certifications Preferred: Certification from any of the three major cloud platforms (AWS / Azure / GCP) in Cloud DevOps / Architecture / Engineering
- Familiarity with Data Science and ML concepts
- Computer Science graduate (BTech/BE or higher)
- Opportunity to work on technical challenges that may impact across geographies
- Vast opportunities for self-development: online university, knowledge sharing opportunities globally, learning opportunities through external certifications
- Opportunity to share your ideas on international platforms
- Sponsored Tech Talks & Hackathons
- Unlimited access to LinkedIn learning solutions
- Possibility to relocate to any EPAM office for short and long-term projects
- Focused individual development
- Benefit package:
- Health benefits
- Retirement benefits
- Paid time off
- Flexible benefits
- Forums to explore beyond work passion (CSR, photography, painting, sports, etc.)
Employment Type: Full Time, Permanent
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What System Architect at EPAM Systems are saying
Rating based on 3 System Architect
reviews
Anonymous · Engineering - Software & QA
in Bangalore / Bengaluru
Likes
The work culture and continuous learning ecosystem which set apart from other organisations
- Salary - Excellent
+6 more
Dislikes
Won't put under dislike basket but project allocation should be more faster.
System Architect salary at EPAM Systems
reported by
19
employees
with 8-21
years exp.
₹43.9
L/yr - ₹65
L/yr
99%
more
than the average System Architect Salary in India
View more details
What EPAM Systems employees are saying about work life
based on 1.4k employees
Flexible timing
Monday to Friday
No travel
Day Shift
EPAM Systems Benefits
Submitted by Company
Financial Aid & Assistance Unified Assessments (UA) Paid Leaves EngX 360 Continuous Improvement Global Relocation Policy
Submitted by Employees
Work From Home 
Health Insurance 
Soft Skill Training 
Job Training 
Cafeteria 
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