Product Data Analyst

Turn product and factory data into actionable metrics that improve Amp, software outcomes, and operational performance.

• Product usage analytics for Amp: analyze feature adoption, workflow completion, funnels and drop-off, and how new releases change user behavior
• Validate impact on speed and usability: assess whether shipped changes make users faster by identifying where people get stuck or abandon workflows
• Operational and business metrics: build dashboards using Amp operational data (throughput, quality, cycle time, on-time delivery, cost) plus systems of record including QuickBooks (finance) and Rippling (HR/timekeeping)
• Core KPI dashboards: deliver the daily-check dashboards for throughput, quality, cycle time, on-time delivery, and cost
• Leadership-ready reporting: own top-line metrics used for investor updates, board decks, and quarterly OKR tracking with accuracy, consistency, and defensibility
• Ambiguity to trustworthy analysis: define metrics clearly, validate against reality, and account for data quirks and edge cases
• Measure what ships works: establish baselines, track post-launch performance, and report business impact of improved visibility
• Prototype and codify: prototype metrics and dashboards with real users, then partner with Product and engineering to implement into Amp and the reporting platform
• Close instrumentation gaps: identify missing data needs (instrumentation and operational capture) and advocate to address them
• Cross-functional metric discovery: partner across sales, quoting, order management, manufacturing, production, quality, supply chain, logistics, and engineering to surface each team’s metric requirements
• Operational trends over time: build trend charts showing company performance and process improvements
• Collaboration and reporting: report to the Product team and work across Product, Operations, and company leadership

Requirements

• 5+ years in a data analyst/analytics role, ideally spanning product analytics and operational/business reporting
• Strong SQL and hands-on experience building dashboards
• Systems thinking to reason through multi-step processes and upstream/downstream data dependencies
• Ability to structure ambiguous problems into clear analyses, communicating the “so what” to operators and leadership
• Ownership in a lean, fast-paced environment
• Comfort discussing data flows and technical tradeoffs with engineers
• Product analytics experience using tools such as PostHog, Amplitude, or Mixpanel
• Analytical rigor to define metrics precisely and judge data trustworthiness
• Executive-ready metric building from messy data into clean, consistent numbers that hold up in board or investor settings
• Prototyping to implementation: prototype metrics/dashboards with real users and work with Product and engineering to codify into Amp and the reporting platform

Technologies

• SQL
• PowerBI
• Metabase
• Grafana
• PostHog
• Amplitude
• Mixpanel
• QuickBooks
• Rippling
• Amp
• ERP/MES

Preferred

• Experience with manufacturing or adjacent operational domains (MES, ERP, inventory, factory software)
• Exposure to early-stage or 01 environments
• Technical or quantitative academic background (Data Analytics, Statistics, Industrial Engineering, Computer Science, or similar)

Benefits

• Equity participation
• Comprehensive medical, dental, vision, life, and long-term disability coverage
• Flexible Spending Account (FSA) and Dependent Spending Account (DSA) for health-related expenses
• 20 vacation days per year and 12 company holidays
• 401(k) plan
• $50/month DoorDash credit
• Up to $100/month reimbursement for gym memberships
• Fully stocked kitchen with snacks and beverages
• Regular team-building events, lunches, and occasional breakfast burrito
• Bright, open office with communal spaces for collaboration and free parking
• Convenient location near the metro, major freeways, and local dining spots

Compensation & Location

• Salary range: $130,000 - $175,000 per year
• Onsite role at headquarters in Redondo Beach, CA or Cypress, CA

ITAR Requirements

• To conform to U.S. Government export regulations, applicant must be a (i) U.S. citizen or national, (ii) U.S. lawful, permanent resident (green card holder), (iii) Refugee under 8 U.S.C. § 1157, or (iv) Asylee under 8 U.S.C. § 1158, or be eligible to obtain required authorizations from the U.S. Department of State