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Senior Data Scientist
Product Analytics
Posted on 7/27/2022
INACTIVE
Locations
New York, NY, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Agile
Amplitude
Data Analysis
Data Science
Management
Mixpanel
NumPy
Pandas
Segment
SQL
Python
Requirements
  • BA/BS degree, preferably in a technical field
  • Have 6+ years of overall experience in an analytics capacity with a focus on problem-solving and providing concrete insights (an advanced degree may contribute to years of experience); at least 2+ years experience working directly with product teams
  • Have solid technical skills when it comes to data wrangling and handling large datasets: expert in SQL for data extraction (including sophisticated joins, CTE, window functions, query optimization), and have a solid understanding of Python syntax required for data cleaning and exploratory analysis (e.g. pandas, numpy)
  • Have strong experience with A/B testing and have demonstrated experience designing and assessing experiments
  • Strong command of statistics and data science methodologies (e.g. hypothesis testing, regressions, and other machine learning techniques such as clustering)
  • Have proven experience defining and owning project success metrics
  • Have a passion for data storytelling via decks and dashboards and a proven track record to efficiently relay your insights to non-technical audiences and senior leadership
  • Are comfortable owning your project timelines, prioritizing tasks with the user and business impact in mind, assessing speed/precision tradeoffs, and proactively communicating project statuses to collaborators and teammates
  • Work well collaboratively, both in a cross-functional context - with Product Managers, Project Managers, User Researchers, Designers, and Engineers - and as a part of joint research projects with Product Analytics teammates
  • Are curious and humble: ask good questions, are always excited to learn new methods, approaches, and perspectives, and are eager to investigate exciting trends in the data
Responsibilities
  • Own analytics for one to three core workstreams, from metrics definition and data instrumentation design to ongoing reporting, investigation, and generative research
  • Collaborate with Product Managers, User Researchers, Designers, and Engineers to lead experimentation processes: crafting and measuring A/B tests that help us understand the impact of new/alternate versions of features on user behavior
  • Lead the analytics effort to increase Personalization and improve how members discover various content
  • Develop a deep understanding of user personas, fitness routines, and retention drivers for our members
  • Evaluate engagement trends across markets - compare workout/content engagement and feature usage among members within our growing global community
  • Become an expert on your workstreams: provide insight into behaviors and difficulties of members on their journey from app download through sustained long-term engagement; help guide roadmap and evaluation of new features to enhance this user journey
  • Partner with cross-functional Product and Business teams on research & development efforts related to software improvements and new market expansion
  • Work in a lean and agile way, focusing on team members' desired outcomes over granular tasks and continuously assessing tradeoffs between precision and action-ability
Desired Qualifications
  • Prior experience working on a product analytics team for a B2C software or software+hardware product
  • Previous experience working with Personalization teams
  • Solid understanding of event-based data collection and related technical concepts (e.g. SDK, device vs. cloud mode, schema management) and tools (e.g. Segment)
  • Experience with product analytics SaaS tools (e.g. Amplitude, Mixpanel, Pendo, etc.)
  • Understanding of adjacent quantitative and qualitative research methods and techniques (e.g. usability testing, concept testing, market sizing, etc.)
Peloton

1,001-5,000 employees

Live and on-demand boutique studio classes
Company Overview
Peloton uses technology and design to connect the world through fitness, empowering people to be the best version of themselves anywhere, anytime. The company offers a suite of fitness products and services.
Benefits
  • Comprehensive health & life benefits
  • Supporting families
  • Future planning
  • Education
  • Product discounts
  • Supporting our communities
Company Core Values
  • Put members first
  • Operate with a bias for action
  • Empower teams of smart creatives
  • Be the best place to work
  • Together we go far