Staff Data Scientist: Social Networks

Staff Data Scientist: Social Networks

This job is no longer open

Are you interested in championing a product that makes work better? The science is clear: happier employees are more productive and stay at companies longer—everyone wins!

Who we are

We’re Humu — we build products based in behavioral science that help people grow and thrive at work. In short, we’re here to make work better.

Humu nudges people towards better ways of working, unlocking the potential of individuals, teams, and organizations. We enable companies to drive positive change by deploying personalized, scientifically-backed suggestions called nudges to employees. These nudges help people build better habits, work smarter and connect with their colleagues.

What you’ll get to work on

Humu’s Nudge Engine® deploys thousands of customized nudges—small, personal steps—throughout organizations to empower every employee, manager, team, and leader as a change agent. Over time, our nudges grow increasingly aware of the timing, messaging, and motivational techniques that inspire individual employees towards action.

The details

As a senior member of our Data Science team, you will:

  • Conduct rigorous analyses to understand how people interact, communicate, and collaborate in the workplace, using large and complex datasets
  • Transform messy, raw, complex data into meaningful and valid features that effectively describe collaboration and communication behavior
  • Collaborate with non-Data Scientists in the Product Organization (Product Managers, Engineers, and Designers) to build new product features that rely on social network data 
  • Collaborate with our Behavioral Science team to design user-facing dashboards and insights that use social network and communication data to motivate and inspire action
  • Learn from and collaborate with other Data Scientists, as well as mentor others on the team 

Qualifications:

  • Strong background in human behavior, statistics and data analysis 
    • PhD, Masters, or equivalent expertise in a field that uses data to understand and model human social behavior and social interactions (e.g., Social Psychology, Economics, Public Health, Political Science, Education, Behavioral Economics, Industrial/Organizational Psychology)
  • 5+ years of experience working with social network data
  • 4+ years of industry experience working on a Data Science team that uses product usage/interaction data to drive product development and innovation; experience with social networking apps or collaboration/communication software a plus but not required
  • Expert knowledge of advanced statistical techniques in addition to social network analysis (e.g., regression, cluster analysis, latent profile analysis, hierarchical linear modeling, choice modeling, Bayesian methodologies, etc.) 
  • Expert in R or Python
  • Proficient in SQL
  • Knowledge of Git a plus but not required
  • Ability to translate data into compelling insights for a non-technical audience
  • Strong cross-functional collaboration and communication skills 
  • Strong data visualization skills
  • Ability to navigate ambiguity and solve problems in a fast-paced environment
This job is no longer open
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