305 King St W
Suite 1100
Kitchener, ON N2G 1B9
Canada
Senior Software Engineer (MLE) Chengdu, China
Senior Software Engineer (MLE) Description
We're seeking a Senior Software Engineer (MLE) 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.
Join us to leverage your expertise, promote data culture, make a meaningful impact, and drive positive change in your career. Apply now to elevate your future with us.
#LI-DNI
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 one of the most loved workplaces according to Newsweek 2021 & 2022&2023
- Employee ideas are the main driver of our business. We have a very supportive environment where your voice matters
- You will be challenged while working side-by-side with the best talent globally. We work with top-notch technologies, constantly seeking new industry trends and best practices
- We offer a transparent career path and an individual roadmap to engineer your future & accelerate your journey
- At EPAM, you can find vast opportunities for self-development: online courses and libraries, mentoring programs, partial grants of certification, and experience exchange with colleagues around the world. You will learn, contribute, and grow with us
How We Hire
• Here, we summarize 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 min 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
