Data Scientist I - Herndon, United States - Strategic Education

Description

As Data Scientist in Advanced Analytics, you will have the opportunity to:

Scale positive business results through the use of big data, ML modeling, ad hoc analysis, and
proactive consulting.

Improve operational productivity and efficiency.

Support academic success for our students through the applied use of advanced analytics, and help to identify, pilot and test initiatives for students and faculty that drive improved academic outcomes and achievements.

Help educate business partners on new capabilities and identify insights to improve business results.

Cultivate strong business partnerships through understanding of business priorities and objectives and proactive consultation


Essential Duties & Responsibilities:

Assemble, analyze, and interpret large data collected from multiple sources including phone calls, website, email, and surveys to measure student ROI.

Build Machine Learning (ML) models leveraging the latest algorithms in Google Cloud Platform to predict conversion likelihood, faculty performance, student/learner success and/or persistence.

Develop Natural Language Processing (NLP) models to evaluate student readiness, conduct sentiment analyses to better understand student/learner's delights and pain points.

Identify opportunities across the organization and leverage predictive analytics to optimize business performance and reduce inefficiencies.

Communicate model results, analysis outcomes and implications in a variety of formats (e.g., Power BI dashboards, Excel spreadsheet, Power Point presentations) and to different audience within SEI.

Work Experience:
Proficient in SQL and at least one of the following programming languages (Python or R).

From a regionally accredited institution, Bachelor's degree in Data Science, Statistics, Applied Mathematics or Econometrics required, Masters and above preferred.

1-2 years' hands-on experience developing predictive models and conducting statistical analyses. Knowledge of machine learning is required. Creative thinker and problem-solver who can effectively collaborate across teams and functions. Ability to summarize and present information that provides insights and interest.


Education:
Bachelors degree required


Other:
Must be able to travel occasionally should a business need arise. For most roles travel would not be common. Travel may involve plane, car or metro. In accordance with ADA policies, reasonable accommodations regarding travel limitations can be provided.

Travel will be more common for roles such as Account Executives %), senior leaders (10 – 20%) or Capella Core Faculty (5 – 10%).

Ability to work onsite in Corporate or Campus location (in a typical office environment) may be required based on role.

If so, this would include being mobile within the office, including movement from floor-to-floor using elevators or stairs.

If offsite or hybrid role, must have access to work in setting which enables meeting all requirements of the role (including privacy, reliable internet access, phone, ability to video conference, etc.) at a remote location.

Faculty and Federal Work Study roles require access to work in setting which enables meeting all requirements of the role (including computer, privacy, reliable internet access, phone, ability to video conference, etc.) at a remote location.

This role may require lifting, however reasonable accommodations will be provided in accordance with our ADA policies.

Must be able to meet critical thinking and problem solving aspects aligned to job duties, as well as effectively communicating with co-workers.

Must be able to work more than 40 hours per week when business needs warrant. Accommodations related to schedule may be considered. Able to access information using a computer. Other essential functions and marginal job functions are subject to modification. #LI-LJ1 SEI is an Equal Opportunity employer committed to a diverse and inclusive community. We welcome applications from all.

While it is not typical for an individual to be hired at or near the top end of the pay range at SEI, we offer a competitive salary and benefits package.

The actual base pay offered to the successful candidate may vary depending on multiple factors including, but not limited to, job-related knowledge/skills, experience, business needs, geographical location, and internal pay equity.

Our Talent Acquisition Team is ready to discuss your interest in joining SEI. The expected salary range for this position is below.

$73, $110, Salary If you require reasonable accommodations to complete our application process, please contact our Human Resources Department at .

#J-18808-Ljbffr