Full-Time

Data Science Lead

Growth

Posted on 11/21/2024

Glean

Glean

501-1,000 employees

AI-powered search tool for workplace productivity

Enterprise Software
AI & Machine Learning

Compensation Overview

$175k - $250kAnnually

+ Variable Compensation + Equity

Senior

Palo Alto, CA, USA

This is a data science role based in our Palo Alto headquarters.

Category
Data Science
Growth Marketing
Data & Analytics
Growth & Marketing
Required Skills
Python
Data Science
SQL
Tableau
Looker
Data Analysis
Requirements
  • You have a Bachelors/Masters/PhD degree in Statistics, Mathematics or Computer Science, or another quantitative field.
  • You have 8+ years of industry experience as a data scientist. For PhD degree holders, the minimum years of experience as a data scientist is 6 years.
  • You have strong business sense, and are strong at defining good product KPIs/guardrail metrics, dashboarding and analysis of raw data to derive strategic insights.
  • You are proficient in SQL and the modern data stack (e.g. dbt pipelines for ETL/ELT).
  • You have experience in writing source-controlled code for pipelines and internal tools for data-oriented decision making.
  • You are strong at statistics. You have experience in applying these skills into tangible improvements in products, internal tools and processes using A/B testing and non-experimental methods.
  • You are proficient in Python.
  • You are familiar with BI visualization tools such as Sigma, Metabase, Tableau or Looker.
  • You are concise and precise in written and verbal communication. Technical documentation is your strong suit.
Responsibilities
  • Define and build data assets, e.g. KPI definitions, data pipelines and dashboards, to measure the performance of AI-powered assistant products for knowledge workers.
  • Identify opportunities to improve these KPIs, and influence cross functional teams to incorporate associated changes into their roadmaps.
  • Create and maintain quantitative frameworks and methodologies, e.g. bring more rigor into experiment analyses, use statistical modeling to identify leading indicators of user growth and engagement.
  • Define KPIs, build foundational data assets, and develop visualizations to monitor Glean’s growth across different stages of the user journey. Use data-driven insights to prioritize growth opportunities and influence the roadmaps of growth, and product teams.
  • Partner closely with product management, engineering, and CSM teams to enhance user interactions and experiences that drive growth, iterating on our KPIs, dashboards, and measurement techniques. Identify key drivers of user retention and engagement, enabling data-informed improvements to increase Glean's value proposition and support CSM teams in scaling customer insights and impact.
  • Partner with Customer Success Management (CSM) teams to understand customer behaviors and needs at scale, enabling them to proactively engage with customers and improve product value realization.
  • Be the directly responsible individual (DRI) and interface with executive leadership to represent the growth tiger team and communicate its findings & results.
  • Be among the main drivers of the growth team’s quarterly and annual strategy.
  • Tech-lead other growth data scientists. Upon strong performance as an IC leader, this role would evolve into a tech-lead manager role, where you’d be responsible for hiring and mentoring more growth data scientists.
  • Make sure growth data science collaborates cohesively with other data science pods as well as other data roles like data engineering, business intelligence and applied science.

Glean enhances workplace productivity by providing an AI-powered search tool that works across all applications within a company. This tool utilizes deep learning-based Language Models to understand natural language queries, allowing users to find information more easily. It continuously learns from the specific language and context of a company, improving the relevance of search results without manual adjustments. In addition to the search tool, Glean offers a chat assistant that provides answers, analyses, and summaries from various company documents and communications, further increasing efficiency. Glean operates on a subscription-based model, with options for hosting that comply with client data and security policies. The goal of Glean is to streamline information retrieval and enhance engagement in the workplace.

Company Stage

Series E

Total Funding

$637.1M

Headquarters

Palo Alto, California

Founded

2019

Growth & Insights
Headcount

6 month growth

35%

1 year growth

108%

2 year growth

235%
Simplify Jobs

Simplify's Take

What believers are saying

  • Glean's expansion into Bengaluru and plans to hire 300 employees indicate strong growth and investment in global talent.
  • The appointment of industry veteran Tamar Yehoshua as President of Product and Technology suggests a strategic focus on scaling and innovation.
  • Glean's AI capabilities, such as breaking down information silos and enhancing internal search functionality, can significantly improve operational efficiency and decision-making for clients.

What critics are saying

  • The competitive landscape for AI-powered enterprise search tools is intensifying, with major players like Google and Microsoft making significant advancements.
  • The complexity of integrating AI into existing workflows and data systems can slow down adoption and impact user satisfaction.

What makes Glean unique

  • Glean's AI-powered search tool leverages deep learning-based Language Models (LLMs) to understand natural language queries, offering a more intuitive and efficient search experience compared to traditional keyword-based search engines.
  • The platform's ability to continuously learn from a company's unique language and context without manual fine-tuning sets it apart from competitors that require extensive customization.
  • Glean's chat assistant, which delivers answers, analyses, and summaries from across all company documents and conversations, enhances workplace productivity by reducing the time spent searching for information.

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Benefits

Healthcare - Happy and healthy go together. We cover medical, dental, and vision for you and yours.

Competitive compensation - Have a real stake in your job and your future with competitive stock options.

401(k) - We make it easy to save for the future today by contributing to a 401k.

Flexible work - We work 3 days a week in the office, though we believe in folks working where they can be most effective.

Company events - We work hard and play hard - from weekly happy hours to our annual company retreat.

Unlimited PTO - Flexible hours, PTO, company-wide summer and winter break shutdown

Transparent culture - By default we keep things open and accessible so we can make better decisions together, faster.

Learning and development - We offer a learning stipend to help you grow and achieve your goals.

Free meals - With lunch and dinner options every day, no need to work while you’re hungry.