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The Elevator Pitch: Why will you enjoy this new opportunity?
At VMware, we have embarked on a transformational journey to become a SaaS first, customer-centric company. This has resulted in many challenging and interesting problem statements to be solved by the Data Sciences and Advanced Analytics team. Working across a diverse set of stakeholders, YOU will have the opportunity to help shape, grow, and drive the Research & Innovation track for the Data Sciences team within EDA (Enterprise Data & Analytics org)
What type of work will you be doing? What assignments, requirements, or skills will you be performing on a regular basis?
You will have two key focus areas outlined below:
· Own the Applied ML research and innovation goals
o File 1-2 patents every year, based on the applied ML models developed in collaboration with IT & Business
o Publish at least 2 papers every year in prestigious journals / conferences (internal & external)
o Follow relevant work being done in academic and other research organizations to be as close as possible to the state-of-the-art in the fields of ML and AI
o Knowledge sharing & mentoring other team members on best ML practices and latest techniques
· Solve complex ML problems in collaboration with Engineering / Product / Business teams
o Work with Sr. Management to identify ML opportunities and build a strong project pipeline
o Deliver 3-4 impactful ML models every year across diverse domains within VMware (IT automation, security, customer experience, Sales & Marketing, Operations etc)
o Collaborate with engineers and assist them in the design and implementation of ML pipelines (data ingestion, feature extraction, training, testing and validation, inference, and continual learning) in production
What you bring: (other than your passion for Data Science)
o Masters Degree in Machine Learning, Statistics, Applied Math, or other quantitative fields
o Experience. as a Data Scientist developing and deploying ML models
o Hands on skills in industry-standard machine-learning stack (pandas, numpy, sklearn, Keras, Spark)
o Experience in implementing ML models, data pipelines and testing frameworks for production use
o Working experience in analytics, data mining, and/or predictive modeling, and data interpretation
What is the leadership like for this role? What is the structure and culture of the team like?
This role directly reports to Archana Nehru, head of Data Sciences and Advanced Analytics in VMware.
Where is this role located?
Flexible/Remote: This role is based in VMware’s Bangalore office @ Kalyani Vista (JP Nagar), with an opportunity to work remotely from anywhere in India
What is in it for you?
o You will be a key influencer in the EDA Data Sciences org, acting as an SME & mentor for the entire teao You will enjoy the culture @ VMware – one that is full of energy, creativity, collegiality, and collaboration
Category : Engineering and Technology
Subcategory: Data Science
Experience: Business Leadership
Full Time/ Part Time: Full Time
Posted Date: 2022-05-30
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.
