Machine Learning Engineer - Opportunity for Workin...

Job description

Machine Learning Engineer – Office of the CTO – Advanced Technology Group

Business Summary

The High Performance Computing / Machine Learning (HPCML) team within the Office of the CTO’s Advanced Technology Group is looking for a machine learning engineer who is passionate about machine learning and machine learning operations (MLOps). In the Advanced Technology Group, we focus on impactful near-term (1-3 year) co-innovation through better alignment and collaboration with R&D product teams, our global field technology partners, customers and external partners, startups, and newly acquired companies. Our team explores new ML-related technologies through proofs-of-concepts with partners and customers, and through detailed performance evaluations. We also actively participate in internally facing ML community activities, all aimed at increasing the maturity of VMware’s ML best practices. For example, we engage in ML collaborations to support VMware technology and business use cases.

Key Responsibilities:

  • Apply MLOps expertise internally to help further define and improve the capabilities of VMware’s ML pipelines to increase automation, repeatability, and robustness of our ML practices
  • Gain knowledge of VMware’s cloud infrastructure technologies and leverage these capabilities for MLOps
  • Explore and evaluate new ML-related technologies in collaboration with other HPCML team members

Basic Qualifications:

  • At least three years’ hands-on experience creating/administering data science workflows
  • A minimum of five years relevant post-degree work experience
  • Experience with tools and best practices for developing data integration pipelines
  • Bachelor’s degree or higher in computer science or engineering
  • Strong Python programming skills
  • Hands-on experience on Docker and Kubernetes
  • Solid system knowledge in Linux, storage and networking
  • Self-motivated with excellent communication and teamwork skills

Preferred Qualifications:

  • Industry experience building auto-scaling ML systems in production is a great plus
  • Familiarity with machine learning frameworks, such as Tensorflow or PyTorch
  • Experience doing data science in addition to supporting data science activities
  • Experience with cloud infrastructure automation tools, such as Helm or Salt Stack
  • Experience with model serving solutions and inference runtimes

Category :
Engineering and Technology
Subcategory: Software Engineering
Experience: Business Leadership
Full Time/ Part Time: Full Time
Posted Date: 2021-10-12

VMware Company Overview: At VMware, we believe that software has the power to unlock new opportunities for people and our planet. We look beyond the barriers of compromise to engineer new ways to make technologies work together seamlessly. Our cloud, mobility, and security software form a flexible, consistent digital foundation for securely delivering the apps, services and experiences that are transforming business innovation around the globe. At the core of what we do are our people who deeply value execution, passion, integrity, customers, and community. Shape what’s possible today at http://careers.vmware.com.

Equal Employment Opportunity Statement: VMware is an Equal Opportunity Employer and Prohibits Discrimination and Harassment of Any Kind: VMware is committed to the principle of equal employment opportunity for all employees and to providing employees with a work environment free of discrimination and harassment. All employment decisions at VMware are based on business needs, job requirements and individual qualifications, without regard to race, color, religion or belief, national, social or ethnic origin, sex (including pregnancy), age, physical, mental or sensory disability, HIV Status, sexual orientation, gender identity and/or expression, marital, civil union or domestic partnership status, past or present military service, family medical history or genetic information, family or parental status, or any other status protected by the laws or regulations in the locations where we operate. VMware will not tolerate discrimination or harassment based on any of these characteristics. VMware encourages applicants of all ages. Vmware will provide reasonable accommodation to employees who have protected disabilities consistent with local law.

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