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Senior Software Architect
2 months ago
We're seeking a highly skilled Senior Data Engineer to join our EPAM China Data & Analytics Team.
As a senior member of the team, you'll contribute to constructing top-tier data solutions and applications vital for organizational decision-making.
Key Responsibilities:
- Lead the design and implementation of MLOps platform on Azure that encompasses full machine learning lifecycle
- Research, evaluate, and drive decision making regarding platform architecture based on AI development requirements
- Articulate to stakeholders key design decisions on architecture, workflow, security considerations
- Establish standard practices on MLOps lifecycles, such as resource access control, standard development templates, workflow and pipeline integrations, data and model artifacts management, metrics monitoring, with compliance to corporate standards, regulations and policies
- Strong implementation and problem-solving skills
- Lead a team of ML engineers and DevOps engineers to prioritize requirements and schedule feature releases
Requirements:
- Bachelor's degree or higher in Computer Science, Data Science, Engineering, Statistics, or a related discipline
- Minimum of 5 years of relevant experience in fields such as machine learning, data flow, DevOps, etc
- Proficiency in designing cloud solutions specifically on the Azure platform
- Experience with Azure Machine Learning, Azure Databricks, and Azure Data Lake Gen 2
- Experience with Azure DevOps tools including Azure Repos, Azure Artifacts, and Azure Pipelines
- Knowledge of Azure Kubernetes Service and Azure Monitoring
- Advanced understanding of MLOps and DevOps design principles
- Networking knowledge including subnet management, firewall configurations, Azure Virtual Network, and certificate management
- Proficiency in Linux, Python, and Bash scripting
- Fluent English communication skills at a B2+ level
Nice to Have:
- Insurance knowledge and cloud-related certificates
We Offer:
- By choosing EPAM, you're getting a job at a company that values employee ideas and has a supportive environment where your voice matters
- You will be challenged while working side-by-side with the best talent globally, using top-notch technologies and constantly seeking new industry trends and best practices
- We offer a transparent career path and an individual roadmap to engineer your future and accelerate your journey
- At EPAM, you can find vast opportunities for self-development, including online courses and libraries, mentoring programs, partial grants of certification, and experience exchange with colleagues around the world
How We Hire:
Here's a summary of the typical journey to finding a job within EPAM:
Apply and tell us about yourself
Go through some standard interviews:
- General interview with a recruiter
- Technical interview with our technology experts
- Manager interview or Offer interview with a hiring manager
Get ready to join the team
Not sure if you meet all the requirements? No problem. Let's talk anyway and find out more
It takes 1 minute of application to start the journey with us. Apply now
Life at EPAM:
- EPAM Systems Inc. (EPAM) is a leading digital transformation services and product engineering company
- We are committed to having a positive impact on our customers, our employees, and our communities. We embrace a dynamic and inclusive culture. Here you will collaborate with multi-national teams, contribute to various innovative projects that deliver the most creative and cutting-edge solutions, and have an opportunity to learn and grow continuously
