Product Data Scientist

Passes; Los Angeles (CA); Hybrid; USD 95,000 - 171,000; Full time

Job summary

An innovative platform is seeking a talented Product Data Scientist to drive product analytics and advanced machine learning applications. This dynamic role involves analyzing data to shape product strategies and enhance user experiences. As part of a forward-thinking team, you'll design metrics, automate data processes, and develop predictive models that inform business decisions. If you're passionate about data and eager to make an impact in the creator economy, this opportunity offers a chance to thrive in a collaborative environment that values creativity and technical expertise.

Benefits

Competitive salary and equity package

Comprehensive health, dental, and vision insurance

401(k) plan

Unlimited PTO

Professional development opportunities

Flexible work environment

Qualifications

• 6+ years of experience in data analysis and machine learning.
• Strong analytical skills and ability to communicate with non-technical stakeholders.
• Experience with A/B testing and optimizing ML pipelines.

Responsibilities

• Design metrics and create dashboards to monitor product goals.
• Automate operational tasks and create ETL processes for data analysis.
• Collaborate with teams to integrate recommendation systems.

Skills

Data Analysis

Machine Learning

A/B Testing

Data Visualization

Critical Thinking

Communication Skills

Education

Bachelor's in Computer Science

Bachelor's in Economics

Bachelor's in Statistics

Tools

Redshift

Snowflake

Big Query

Spark

DBT

Python

R

Job description

Join to apply for the Product Data Scientist role at Passes

Join to apply for the Product Data Scientist role at Passes

About Passes

Passes is a leading platform dedicated to empowering creators and fostering meaningful connections with their audiences. We are committed to providing innovative solutions that help creators grow and thrive in the digital landscape. Join us and be a part of a team that is shaping the future of the creator economy.

About Passes

Passes is a leading platform dedicated to empowering creators and fostering meaningful connections with their audiences. We are committed to providing innovative solutions that help creators grow and thrive in the digital landscape. Join us and be a part of a team that is shaping the future of the creator economy.

Position Overview

Passes is seeking a dynamic and experienced Data Scientist to cover product analytics and applications of advanced ML models across the business. This individual will be responsible for conducting analyses that inform the strategy and roadmap of the company’s product and business strategies. The ideal candidate will have an extensive background in data analysis, analytics engineering, forecasting, and producing well designed machine learning models.

Key Responsibilities

• Product Analysis
• Design metrics aligned with product goals, create pipelines & dashboards to monitor them.
• Experimentation design and analysis of A/B or multivariate tests
• Conduct deep dive analyses and provide insights into the behavior of creators and their fans.
• Analytics Engineering
• Automate basic operational tasks
• Create ETL processes for data analysis.
• Design & maintain data models to facilitate reporting & analytics.
• Able to optimize data pipelines.
• Monitor the performance and status of data jobs, proactively actioning potential issues.
• Applied Data Science
• Experience designing high performance predictive models on tabular datasets
• Analyze large datasets to identify trends, patterns, and insights that inform recommendation strategies.
• Collaborate with product, engineering, and design teams to integrate recommendation systems into applications.
• [Plus] Design, implement, and evaluate basic recommendation algorithms, including collaborative filtering, content-based filtering, and hybrid methods.
  

Qualifications

• 6+ years of experience working in the data field.
• Strong critical thinking and analytical skills, paired with excellent verbal and written communication skills. Candidate should be able to communicate highly technical concepts with non-technical stakeholders, and write clear and concise documents for a variety of audiences.
• Experience and desire to work in a fast-paced environment, navigating ambiguity and achieving excellent outcomes.
• Experience designing metrics, analyzing product funnels, A/B testing, and creating & optimizing ML pipelines.
• Bachelor's degree in Computer Science, Economics, Statistics, or a related field, or equivalent work experience
• Experience with common data warehouse technologies including Redshift, Snowflake, Big Query, Athena, Spark, DBT.
• Adept in various data visualization tools, designing dashboards for a variety of audiences.
• Basic to intermediate programming skills in Python or R.
  
  

Benefits

• Competitive salary and equity package.
• Comprehensive health, dental, and vision insurance.
• 401(k) plan.
• Unlimited PTO.
• Professional development opportunities and continuous learning support.
• Flexible work environment with opportunities for remote work.
• Passes is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.

Seniority level

• Seniority level

  Mid-Senior level

Employment type

• Employment type

  Full-time

Job function

• Job function

  Engineering and Information Technology

• Industries

  Technology, Information and Internet

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