Search for Lead Data Scientist roles in San Diego, CA, requiring 8+ years of experience, with expertise in SQL and Python, focusing on content strategy, and offering a salary range of $153,000 to $239,000.

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Lead Data Scientist

San Diego, CA

8 years +

SQL

Python

$153000+

$239000-

Can you help me to analyze the job description and company culture?

Sure. Here's the analysis:

Job Analysis:

The role of Lead Data Scientist at Scribd is primarily focused on driving the strategic use of data to enhance how the organization discovers, prioritizes, and invests in content. This involves a unique intersection of technical expertise and strategic foresight, with the fundamental purpose being to influence content engagement and our global content library. Key responsibilities include developing methods for content valuation, optimizing user engagement through advanced modeling techniques, and collaborating cross-functionally with teams across Product, Content, and Engineering. The ideal candidate will encounter challenges such as navigating complex data ecosystems, translating insights into actionable business strategies, and addressing the evolving landscape of content consumption driven by AI technologies. Success in this position will not only be measured by the effectiveness of implemented models and frameworks but also by the candidate's ability to engage and align diverse stakeholders around data-driven insights that elevate user experience and company revenue goals.

Company Analysis:

Scribd, Inc. exists within the technology landscape as a significant player in the digital content domain, focusing particularly on the written and spoken word. It positions itself as a forward-thinking company striving to democratize knowledge while leveraging technology, especially with the emergence of AI. This innovative stance may lead to a dynamic and fast-paced work environment where creativity in data-driven strategies is highly valued. Furthermore, Scribd's commitment to fostering a culture of 'GRIT' reflects a dedication to resilience and collaboration, crucial traits for someone in the Lead Data Scientist role. This individual contributor role is expected to influence decision-making at high levels, crossing various functional teams; hence, strong visibility with leadership is anticipated. The strategic alignment of this role is clear: by investing in a data scientist who can harness data to optimize content, Scribd aims to enhance user engagement and achieve long-term viability and growth in the digital content marketplace.

Mock up some interview questions based on the job description.

Absolutely. Here are some mock interview questions that could come up:

Behavioral Questions
1. Tell me about a time when you encountered a complex data problem. How did you approach it, and what was the outcome?
1. Describe a situation where you had to influence a cross-functional team to adopt your suggestions. What tactics did you use to achieve buy-in?
1. Can you share an instance where your analysis directly impacted business decisions? What was the scenario, and what did you learn?
1. Discuss a time when you had to adapt your strategies in response to unexpected challenges or changes in the project scope.
Technical/Role-Specific Questions
1. How would you approach defining a content valuation framework for Scribd? What key metrics would you include?
1. Describe your experience with A/B testing and how you've used it to measure content impact.
1. What techniques do you find most effective for translating complex analytical insights into actionable recommendations for non-technical stakeholders?
1. Can you walk us through your experience with machine learning models? How have you applied them in previous roles?
Situational Questions
1. Imagine you find a significant discrepancy in user engagement metrics for a specific content category. What steps would you take to investigate?
1. If tasked with improving content discovery through AI-driven methods, what initial strategies would you propose, and why?
Company Fit/Motivation Questions
1. Why are you particularly interested in working at Scribd, and how do you see yourself contributing to its mission?
1. How do you think your values align with Scribd's commitment to fostering a culture of GRIT?
Questions for the Candidate to Ask the Interviewer
1. What current initiatives is Scribd pursuing to enhance user engagement, and how does the Data & Analytics team contribute to those?
1. Can you share more about how collaboration between the Data Science, Content, and Product teams is structured?
1. What are some of the key challenges the Data & Analytics team faces, and what skills are you hoping to bring on board with this role?

Job Details

Overview Company

Lead Data Scientist

$126.5k/y-$239k/y

Scribd, Inc.

9 days ago

Highlight

HybridFull-time8+ yearsSenior

Summary

Scribd, Inc. is seeking a Lead Data Scientist to join their team in San Diego, CA. The role involves driving the strategy behind content discovery, prioritization, and investment, impacting how millions of users engage with Scribd's global content library.

About the Role

As a Lead Data Scientist, you will define and evolve content valuation frameworks, build predictive models to evaluate content performance, design experiments to measure content impact, and collaborate with cross-functional teams to enhance content curation and personalization. You will also inform acquisition and licensing strategies and present strategic recommendations to stakeholders.

About You

Required:

8+ years of experience in data science, analytics, or a related field.
Strong foundation in statistical and machine learning techniques.
Advanced proficiency in SQL and Python.
Experience with large-scale datasets and scalable data pipelines.
Deep expertise in A/B testing, causal inference, and quasi-experimental methods.
Excellent communication skills and a product-oriented mindset.

Preferred:

Experience with financial modeling or content ROI frameworks.

Benefits

100% paid healthcare insurance coverage (Medical/Dental/Vision) for employees.
12 weeks paid parental leave.
Short-term/long-term disability plans.
401k/RSP matching.
Onboarding stipend for home office peripherals + accessories.
Learning & Development allowance and programs.
Quarterly stipend for Wellness, WiFi, etc.
Mental Health support & resources.
Free subscription to Scribd + gift memberships for friends & family.
Referral Bonuses.
Book Benefit.
Sabbaticals.
Company-wide events.
Team engagement budgets.
Vacation & Personal Days.
Paid Holidays (+ winter break).
Flexible Sick Time.
Volunteer Day.
Company-wide Employee Resource Groups and programs that foster an inclusive and diverse workplace.
Access to AI Tools to boost productivity and innovation.

Scribd, Inc.

Scribd, Inc. is a multinational technology company focused on the written and spoken word. Our three brands — Everand™, Scribd®, and SlideShare® — deliver knowledge, information, and inspiration to billions of people across the globe.

San Diego, CA