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VMware

Intern - Enterprise Data & Analytics

The Elevator Pitch: Why will you enjoy this new opportunity? Come and join our data science group at VMware's Enterprise Data & Analytics (EDA) team! You would be part of our talented data science team in developing and applying state-of-the-art data science solutions. These solutions will help fulfill VMware’s data-driven vision in business optimization & transformation across all business units, R&D. You would be responsible for executing our strategic data science and machine learning roadmap, leveraging both operational and human generated datasets. Success in the Role: What are the performance outcomes over the first 6-12 months you will work toward completing? Within 30 days of employment, you will become familiar with our end-to-end data problems, from data cleaning to feature extractions, to model design and selections, validation and test, and productization of data science solutions in iterations. Within 90 days of employment, you will start working on finding patterns and uncovering business insights within structured and unstructured data, Working side-by-side with technical and business leaders, business partner, and stakeholders to understand, process map, and solution complex business problems through the lens of data science. With 180 days, you will start developing ML/AI models to to drive business actions and decisions, repeatable patterns to predict, discover, and distill complex information into actionable improvement With 360 days, you will start be in a position that allow you to lead more on project, review the project requirements and design the project. You will be a self-started and lean into proejcts until the best solution is found. What are the requirements? Student currently enrolled in college Advanced English Be able to commit, full time to the 12-week program, beginning in April 2022. · The Work: What type of work will you be doing? What assignments, requirements, or skills will you be performing on a regular basis? Develop and deploy machine learning/deep learning solutions to discover and predict trends in customer behavior, propensity to buy and respond to marketing campaigns, SaaS and perpetual license customers' journey experiences, product development quality, just to name a few. Solid fundamentals, knowledge of supervised, unsupervised, reinforcement learning machine learning and deep learning algorithms, such as classifiers, cluster analysis, dimension reduction, regression, CNN, RNN, DQN, temporal difference methods, sequence modeling, attention models, transformers, probability theory, algorithm design and theory of computation, information retrieval Experienced in at least one of the machine learning frameworks - Keras, Tensorflow, PyTorch, etc, as well as programming such as R, Python, Java/C++ Knowledgeable in natural language processing techniques and text analytics What is the leadership like for this role? What is the structure and culture of the team like? Entrepreneurial spirited and possess strong communication and collaboration skills; ability to master new technologies and clearly communicate results to technical and non-technical audience Passion in reaching a deep understanding of business problems and solving them by applying machine learning solutions Proficiency in big data technologies such as Spark, Flink, and parallelization tools in enterprise Big Data Platform stack, technologies, and ecosystem is a strong plus Where is this role located? Fixed: this role is based out of VMware’s Costa Rica Office and open to candidates in the surrounding area. Category : University and Recent Grads Subcategory: Internships Experience: Internship Full Time/ Part Time: Full Time Posted Date: 2021-10-11 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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