Machine Learning Engineer - Opportunity for Working Remotely - Indianapolis

Company: Vmware
Location: Indianapolis
Posted on: November 22, 2021

Job Description:

b'Machine Learning Engineer xe2x80x93 Office of the CTO xe2x80x93 Advanced Technology Group Business Summary The High Performance Computing / Machine Learning (HPCML) team within the Office of the CTOxe2x80x99s 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 VMwarexe2x80x99s 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 VMwarexe2x80x99s ML pipelines to increase automation, repeatability, and robustness of our ML practices - Gain knowledge of VMwarexe2x80x99s 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 yearsxe2x80x99 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 - Bachelorxe2x80x99s 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 Due to the Biden Administration issuing an Executive Order (EO) that effectively mandates COVID-19 vaccination for all U.S. based employees of federal contractors and subcontractors, all U.S. based VMware employees will need to be fully vaccinated by January 4th, 2022, or by their first date of employment if after that date, subject to legally required accommodations. 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 whatxe2x80x99s 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.'by Jobble

Keywords: Vmware, Indianapolis , Machine Learning Engineer - Opportunity for Working Remotely - Indianapolis, Engineering , Indianapolis, Indiana