Data Analyst

Harnham; United States; On-site; USD 80,000 - 120,000; Full time

Job summary

Harnham is hiring a Product Data Analyst to shape product decisions for a consumer-facing mobile platform used by millions. You will design, execute, and analyze A/B tests with Product, and own Mixpanel events, dashboards, and self-service reporting.

This role focuses on product analytics rather than a traditional data science track. You will partner with Product Managers, build dashboards, and translate data into actionable product insights while communicating clearly with stakeholders across

Qualifications

• 2–4 years of experience in product analytics or a similar analytics role
• Hands-on A/B testing design, execution, analysis, and recommendations
• Experience with Mixpanel or Amplitude for product analytics
• Strong SQL skills to query and analyze product data
• Proven ability to partner with Product Managers and influence product decisions

Responsibilities

• Partner closely with Product Managers to identify product opportunities, define success metrics, and turn business questions into measurable experiments.
• Design and execute A/B tests, including hypothesis development, experiment setup, audience definition, metric selection, analysis, and recommendations.
• Evaluate experiment results using rigorous analytical methods; clearly communicate findings, tradeoffs, limitations, and next steps to product stakeholders.
• Help establish and improve experimentation standards, including test design, measurement frameworks, documentation, and post-test learnings.
• Own and enhance the Mixpanel analytics environment, ensuring teams can confidently access product performance insights.
• Build and maintain dashboards, recurring reporting, and self-service analytics resources for Product and cross-functional teams.

Skills

A/B testing

SQL

Product analytics

Stakeholder management

Tools

Mixpanel

Amplitude

Job description

We’re hiring a Product Data Analyst to help shape product decisions for a consumer-facing mobile platform used by millions. Approximately 70% of your time will focus on designing, executing, analyzing, and improving A/B tests alongside Product. The remaining 30% will center on product analytics, including ownership of Mixpanel, event tracking, dashboards, QA, and self-service reporting. This is not a traditional, highly technical Data Scientist position. We’re looking for a product-minded analyst or an analytically strong product professional who can pair sound analytical judgment with excellent communication and stakeholder management.

WHAT YOU’LL DO

• Partner closely with Product Managers to identify product opportunities, define success metrics, and turn business questions into measurable experiments.
• Design and execute A/B tests, including hypothesis development, experiment setup, audience definition, metric selection, analysis, and recommendations.
• Evaluate experiment results using rigorous analytical methods; clearly communicate findings, tradeoffs, limitations, and next steps to product stakeholders.
• Help establish and improve experimentation standards, including test design, measurement frameworks, documentation, and post-test learnings.
• Own and enhance the Mixpanel analytics environment, ensuring teams can confidently access product performance insights.
• Build and maintain dashboards, recurring reporting, and self-service analytics resources for Product and cross-functional teams.

WHAT WE’RE LOOKING FOR

• 2–4 years of experience in Product Analytics, Growth Analytics, Business Analytics, or a similar analytics role supporting digital products.
• Strong hands-on A/B testing experience, from experimental design and metric selection through analysis, interpretation, and actionable recommendations.
• Experience using Mixpanel or Amplitude for product analytics, behavioral analysis, and dashboard development.
• Strong working knowledge of SQL, with the ability to independently query and analyze product data.
• Demonstrated experience partnering directly with Product Managers and influencing product decisions through data.

PREFERRED QUALIFICATIONS

• Experience analyzing mobile app products and mobile user behavior.
• Background in a high-experimentation environment, such as consumer technology, growth, marketplaces, subscription products, gaming, or mobile applications.