Data Scientist

Responsibilities:

• Work closely with customers and WWT business, engineering, and technology teams.
• Work with large, complex data sets. Solve difficult, non-routine analysis problems, applying advanced analytical methods as needed. Conduct end-to-end analysis that includes data gathering and requirements specification, processing, analysis, ongoing deliverables, and presentations.
• Work on advanced analytics areas like deep learning and complex statistical data analysis
• Interact with clients including in-person meetings, towards making business recommendations with effective presentations of findings, including visual displays of quantitative information.
• Develop analysis, forecasting and optimization methods/models to provide the business solution to the clients.
• Research and develop internal capabilities to enhance the skill sets on latest data science developments, work towards producing innovative solutions to the existing challenges.
• Perform quality control of deliverables.
• Provide thought leadership in algorithmic and process innovations and contribute to creativity in solving unconventional problems.

Qualifications:

Education

• Preferably a Ph.D. but also open to master's or bachelor's degree in a quantitative discipline (e.g., statistics, computer science, economics, mathematics, physics, electrical engineering, industrial engineering, or other STEM fields)

Work Experience

• 4-6years of relevant work experience in data analysis or related field. (e.g., as a statistician / data scientist/ data engineer). D. Research and post-doctoral experience also counts.

Specialized Knowledge, Skills, and Abilities

We do not need an exceptional IQ of 160. All we need is curiosity, humility, and openness to learn. In other words, we just need a Beginner's Mind, even if you have decades of professional experience.

Analysis

• Experience with writing SQL queries, performing basic conversion and transformations (formatting date string), and obtaining statistical summaries by using windowing functions.
• Experience with usage of R/RStudio, Python, JupyterNotebook
• Experience with version control tool like Git
• Strong experience with Excel and PowerPoint to present results.
• Ability to write scripts to automate ETL tasks.
• Experience in AI / Deep Learning for text/image/video analytics preferred.
• Experience in Cloud Computing and data streaming preferred.

Problem Solving

• Ability to run standard model algorithms in R and Python, to perform: classification/regression, clustering, basic text analytics, image recognition, etc. g., run a classification problem using random forest, and obtain the variable importance, produce performance metrics/KPIs; run a k-means clustering problem, produce a KPI to quantify the goodness of clusters.
• Demonstrated skills in selecting the right statistical tools given a data analysis problem.
• Experience with charting tools & knowledge of the proper charting tool to use, whether Excel or Tableau. For instance, when to use box-and-whiskers plot, when to use waterfall. Ability to zoom-in to smaller data sets in Tableau or display subcategories.
• Capable of running multiple scenarios and pick up the optimal solution.
• Capable of understanding advanced mathematical or physical explanations, to implement or execute the requested tasks. Fourier Transform, Power Spectral Density, Monte Carlo simulation, etc.
• Actively participates and contributes to brain-storming session. Can work seamlessly with people from other disciplines: IT engineers, client SMEs, business consultants.
• Experience articulating business questions and using mathematical techniques to arrive at an answer using available data. Experience translating analysis results into business recommendations.

Team & Business Skills

• Consistently improves communication skills, both verbally and in written materials
• Demonstrated creativity in problem solving.
• Demonstrated leadership and self-direction. Demonstrated willingness to both teach others and learn new techniques.
• Flexibility in task switching. For instance, when there are urgent requests or change of projects, can accommodate the changes without protesting.
• Mindful of iterations and quality check in a smaller team, before presenting results to larger audience
• Raises critical issues when detected.

The well-being of WWT employees is essential. So, when it comes to our benefits package, WWT has one of the best. We offer the following benefits to all full-time employees:

• Health and Wellbeing: Heath, Dental, and Vision Care, Onsite Health Centers, Employee Assistance Program, Wellness program
• Financial Benefits: Competitive pay, Profit Sharing, 401k Plan with Company Matching, Life and Disability Insurance, Tuition Reimbursement
• Paid Time Off: PTO & Holidays, Parental Leave, Sick Leave, Military Leave, Bereavement

• Additional Perks: Nursing Mothers Benefits, Voluntary Legal, Pet Insurance, Employee Discount Program