Senior Advisor, Data Scientist
Singapore, SingaporeJob ID R039964 Date posted Oct. 29, 2019
Dell provides the technology that transforms the way we all work and live. But we are more than a technology company — we are a people company. We inspire, challenge and respect every one of our over 100,000 employees. We also provide them with unparalleled growth and development opportunities. We can’t wait for you to discover this for yourself as a Senior Advisor Data Scientist on our team.
Dell is committed to the development of data-driven and high business value machine learning and artificial intelligence use cases and solutions. We are looking for talented individuals to join our team, which is developing a fundamentally new approach to how business generates meaning from data.
Our team develops new methodologies, capabilities and tools to enable advanced modeling and statistical analysis. Our team works on future proof of concepts using innovative technologies to influence future products.
A member of our team is charged with understanding and prioritizing our most urgent data driven problems and opportunities and use advanced mathematical methods and models to provide answers.
Team members will work directly with engineers to create new tools and features that support sophisticated machine learning and data science capabilities that can be integrated into our product portfolio.
Work, under little to no supervision on tight schedule projects, with internal teams to understand project requirements and develop proposals and data-driven, AI solutions to address to those requirements.
Lead and perform end-to-end steps involved in solution development, while establishing subject-matter expertise in key horizontal or vertical themes. Steps include preliminary data exploration and data preparation steps, variable/algorithm selection, model development/validation and scoring.
Independently develop and drive the model development lifecycle, testing of algorithms' efficacy (i.e., by applying to test/sampled data and assessing accuracy/fit/predictive strength) for differing analytical use-cases
Develop and apply a broad range of techniques and theories from statistics, machine learning, and business intelligence to deliver actionable business insights to prospects and customers based on large-scale data
Communicate and explain results and insights to executives throughout projects’ life cycle
Lead the definition of project use-cases, scope definition, and ongoing interaction with team members to provide status updates and shares analytical insights
Generate new product requirements for the engineering group to enhance the analytics capabilities of the data platform, in alignment with emerging subject-matter expertise
Serve as spokesperson on specialized projects and act as prime consultant on large projects and may be an informal team leader
Contribute to partnerships & relationships with third parties by developing/testing vertical/horizontal analytical solutions and product integrations
5+ years relevant industry experience / 6+ years academic experience
M.Sc./Ph.D. in Computer Science, Math or related disciplines
Expertise in the data science toolbox, e.g.
Programming and Scripting skills (C, C++, C#, Java, Python, Bash, etc)
Analytics platforms (R, SaS, Octave/Matlab, etc)
Visualization tools (MatplotLib, ggplot, Tableau, D3, Processing, etc)
Knowledge of ML, DL, and RL techniques preferred
Customer focused & Problem solving skills
Possesses strong product/technology/industry knowledge
Statistical analysis and mathematical skills
Strives for professional development
If you share our passion for data and you’re keen to play a key role in driving progress, this is your opportunity to develop with Dell.
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. Learn more about Diversity and Inclusion at Dell here.