# Senior Analytics Engineer, Product

**Company:** [Harvey](https://hotfix.jobs/companies/harvey)
**Location:** San Francisco, CA, New York, NY
**Role:** Data Engineering
**Salary:** $156k – $234k/yr
**Experience:** 5+ years
**Skills:** SQL, dbt, Python, Snowflake, Looker, omni, GitHub, CI/CD, JSON, Mixpanel, segment, Amplitude, semantic layer, Data Modeling, Product Analytics
**Posted:** 2026-08-04

> The Senior Analytics Engineer will build product event data models, pipelines, and semantic layers that enable reliable self-serve analytics. The role requires 5+ years of relevant experience, strong SQL, dbt, Python, and Snowflake expertise, and close collaboration with Product, GTM, Finance, and executive stakeholders.

## Job Description

## Responsibilities
- Design and build scalable data models and pipelines using **dbt** to transform raw data into reliable analytics assets.
- Define and implement a semantic layer using tools such as **LookML** or **Omni** to standardize business metrics, dimensions, and data products.
- Partner with Product, GTM, Finance, and executive stakeholders to deliver dashboards and analytical tools covering business health metrics.
- Establish data modeling standards and best practices for accuracy, performance, usability, and maintainability.
- Collaborate with Product Managers, Engineers, and Data teams on tracking plans for new product surfaces.
- Own product event tracking strategy, including naming conventions, property schemas, identity resolution, sessionization, versioning, deprecation, and documentation.
- Make analytical assets discoverable, reliable, and well documented.
- Define taxonomy, governance, and modeling patterns for product event data, including user behavior, product usage, customer journeys, sessions, funnels, cohorts, and behavioral metrics.

## Requirements
- 5+ years of experience in Analytics Engineering, Data Engineering, Data Science, or a similar field.
- Deep expertise in **SQL**, **dbt**, **Python**, and **Snowflake**.
- Experience with modern business intelligence tools such as **Looker** or **Omni**.
- Ability to define business and product metrics, uncover insights, and resolve data inconsistencies across complex systems.
- Familiarity with version control using **GitHub**, CI/CD, and modern development workflows.
- Experience modeling high-volume, semi-structured product event data, including JSON payloads, nested properties, user and account identifiers, sessions, funnels, cohorts, and behavioral metrics.
- Experience with product analytics tools such as **Mixpanel**, **Segment**, or **Amplitude**.
- Strong communication and cross-functional collaboration skills.
- Comfort working through ambiguity in fast-moving environments.

## Nice-to-haves
- Experience at an early-stage, hyper-growth startup.
- Experience with or knowledge of **AI** and **LLMs**.
- Data engineering experience.
- Experience managing a data warehouse, preferably **Snowflake**.
- Experience at a world-class enterprise organization.

## Compensation
- $155,800–$233,600 USD, depending on location.

## Similar roles

- [Senior Risk & Compliance Engineer](https://hotfix.jobs/jobs/3365fde6-57b2-4bbd-99c9-ccc3ffcf69f8) - Instacart - Remote - $156k – $230k/yr
- [Services Data Lead](https://hotfix.jobs/jobs/0de1fe51-fd8c-45a4-b2f3-801eba7a5c14) - Projecthealthyminds - Remote - $156k – $208k/yr
- [Senior Data Engineer](https://hotfix.jobs/jobs/3e0ab1a5-3042-4b30-9270-c36019d0aaad) - Otter - Mountain View, CA - $155k – $185k/yr
- [Senior Analytics Engineer](https://hotfix.jobs/jobs/35391cad-52d7-4eea-9bb7-e7fc82ebfb9b) - Vanta - Remote - $157k – $185k/yr
- [Senior Data Engineer](https://hotfix.jobs/jobs/a0d34ac5-5a61-422b-aa68-f0368327b87f) - Checkr - Denver, CO - $157k – $218k/yr

**Apply:** https://hotfix.jobs/jobs/9c282609-e794-4d6a-9873-b902da9953c9
**Canonical:** https://hotfix.jobs/jobs/9c282609-e794-4d6a-9873-b902da9953c9