Statistical & Machine Learning / AI Data Scientist Advisor

Key Skills

Java Programming, Analytical and Problem solving, Python Programming, SQL, Machine learning techniques, Data science techniques, Deep Learning, Keras software library, Data Modeling, Natural Language Processing (NLP), PyTorch, TensorFlow, R Programming, Statistics, Mathematics, Data Analysis

Job Description

• We are transforming Marketing at Dell. Data Science is all about breaking new ground to enable businesses to answer their most urgent questions. Pioneering massively parallel data-intensive analytic processing, our mission is to develop a whole new approach to generating meaning and value from petabyte-scale data sets and shape brand new methodologies, tools, statistical methods and models. What’s more, we are in collaboration with leading academics, industry experts and highly skilled engineers to equip our customers to generate sophisticated new insights from the biggest of big data.
• We are looking for a passionate data scientist to develop a robust, scalable data modeling solutions that generate unique insights to support informative marketing decisions. You will be solving some of the hardest problems for business leveraging ML/AI. The models and solutions you deliver will be the essential ingredient we use to supply our customers & sales with relevant product recommendations and creative breakthroughs to our business. 

What are our goals in Marketing? ?

• Drive perception. 
• Drive demand. 
• Grow the buyer base. 
• Build the best content. 

What You’ll Achieve

• As a Data Scientist Advisor, you should have extensive experience in analyzing and building models on a large scale. You should have excellent business and communication skills to be able to work with business owners to develop and define key business questions, and to build modeling solutions that answer those questions. We expect you to be familiar with most of the standard methods: linear regression, logistic regression, regularized regressions, nearest neighbors, k-means , decision trees, random forests, extreme gradient boosting, support vector machines, neural networks and deep learning. However, it is also important to be creative in applying/implementing new methods or combinations of those to our data. You will be applying, but also developing/improving, supervised and unsupervised algorithms.
• You will have the opportunity to demonstrate and develop your analytical and technical skills with challenging projects and work with our experienced data scientists and big data engineers. Expect to expand your skills in Python / R and applying machine learning techniques to large datasets. 
• We offer you a fast-paced work environment in a diverse team with exposure to Dell teams across the globe. You will be part of a dynamic, collaborative and cross-functional team focused on making significant business impacts. 

You will:

• Lead discussions to frame problem statements, develop hypotheses, design data frames, recommend modeling approaches, measure success & testing criteria
• Establish scalable, efficient, automated processes for large scale feature engineering, model development, model validation and production
• Communicate with product teams and leadership and turn hard and abstract into simple and approachable 

Take the first step towards your dream career, Every Dell Technologies team member brings something unique to the table. Here’s what we are looking for with this role:

• Essential Requirements
• You have professional experience. 3+ years of experience in predictive modeling and analysis, designing and implementing solutions to drive business outcomes. 
• Education (Master’s degree or higher) in Statistics, Computer Science, Mathematics, or a related technical field, or equivalent practical experience. 
• Proficiency in SQL and Python or R especially on data wrangling, analysis, modeling and ability to build scalable machine learning pipelines. Excellent problem solving, analytic skills, knowledge of core statistical concepts and English communication skills. 
• Expert knowledge of data science methods (Decision Tree/Regression based methods, Clustering, etc.) 
• In addition to the above, it’s a plus if you have:
• Experience with methods and technologies such as NLP and deep learning (Keras, Tensorflow, Pytorch). 
• Software engineering experience particularly related to productionizing machine learning models and scaling them in low-latency settings. 
• Here’s our story; now tell us yours
• Dell Technologies helps organizations and individuals build a brighter digital tomorrow. Our company is made up of more than 150,000 people, located in over 180 locations around the world. We’re proud to be a diverse and inclusive team and have an endless passion for our mission to drive human progress.
• What’s most important to us is that you are respected, feel like you can be yourself and have the opportunity to do the best work of your life -- while still having a life. We offer excellent benefits, bonus programs, flexible work arrangements, a variety of career development opportunities, employee resource groups, and much more.
• We started with computers, but we didn’t stop there. We are helping customers move into the future with multi-cloud, AI and machine learning through the most innovative technology and services portfolio for?the data era. Join us and become a part of what’s next in technology, starting today.
• You can also learn more about us by reading our latest Diversity and Inclusion Report and our?plan?to make the world a better place by 2030 here. 

Dell 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 Dell 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. Dell will not tolerate discrimination or harassment based on any of these characteristics. Dell encourages applicants of all ages. Read the full Employment Opportunity Policy here.