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778 EPAM Systems Jobs
Systems Architect (DevOps & MLOPs)
EPAM Systems
posted 12hr ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
- Shorten development cycles for software and AI/ML systems
- Maintain tools and infrastructure for efficient AI/ML development
- Automate the AI/ML workflow from data analysis and operationalization to training and visualization
- Build and oversee data pipelines for analytics, model evaluation, and training
- Train and re-train systems as needed
- Enhance and support the automated CI/CD pipeline
- Increase deployment velocity for models and data pipelines
- Construct and manage scalable infrastructure as code (IaC) in the cloud
- Collaborate with the engineering team for seamless development and maintenance of products
- Promote continuous learning and best practices within the team
- Undertake significant responsibilities from day one to directly influence our CI/CD+ infrastructure
Requirements
- 10+ years of strong experience in MLOps
- Solid experience in designing DevOps pipelines suitable for various developmental stages
- Experience in providing solutions for production issues on ML models and in handling monitoring/alerting systems
- Competency in selecting datasets and conducting statistical analysis from ML tests
- Proficiency in Python, Java, or similar programming languages
- Skills in shell scripting and Unix OS
- Solid understanding of software engineering good practices, particularly in DevOps
- Strong experience with cloud infrastructure on platforms such as GCP, AWS, or Azure. GCP preferred
- Familiarity with Apache Airflow, DVC, MLFlow, or similar tools
- Excellent problem-solving, debugging, and interpersonal skills
- Qualifications ideally include a certification in Cloud DevOps, Architecture, or Engineering from top cloud platforms (AWS, Azure, GCP)
- Computer Science graduate (BTech/BE or higher)
Nice to have
- Familiarity with data science and ML concepts
We offer
- 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
Read full job descriptionPrepare for System Architect roles with real interview advice
What people 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
100%
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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