Senior Product Analytics Leader - AI-Driven Growth

Ethos; United States; On-site; USD 166,000 - 260,000; Full time

Job summary

Ethos is seeking a senior product analytics leader to shape strategy and growth across high-impact product lines. This role blends deep customer insight with advanced analytics, experimental rigor, and AI-driven decision support.

You will partner with product, design, engineering, and executive leadership to drive measurable impact from day one, mentoring teams and shaping our AI-enabled analytics platform.

Qualifications

• 8+ years of product analytics experience in consumer-facing, high-growth environments.
• You don't wait for a spec. You see the gap, frame the question, build the answer, and land the insight with the right audience.
• You've changed what gets built, not just reported on what shipped.
• Deep expertise in experiment design, causal inference, and power analysis: combined with daily use of AI tools and a clear-eyed understanding of where they accelerate, where they hallucinate, and where human judgment is non-negotiable.

Responsibilities

• Insight that drives product decisions. You identify the highest-leverage questions, build the frameworks to answer them, and bring clear recommendations to product and leadership.
• Deep customer and business understanding. You model how customers behave, what drives conversion and retention, and where growth opportunities live.
• Experimentation at portfolio scale. Own experiment strategy across your product areas: design, guardrails, interpretation, and cross-experiment patterns.
• AI system quality and judgment. Validate, sharpen, and train outputs; maintain human judgment over AI judgment.
• Connecting dots no one else sees. You operate across product areas, experiments, and data sources to surface patterns and strategic bets.
• Raising the bar for the entire team. You set the standard for how AI and analytical rigor work together.

Skills

Product analytics

Experiment design

Causal inference

Power analysis

SQL

AI tools usage

Data storytelling

Tools

Snowflake

dbt

Amplitude

Hex

Mode

Job description

Ethos is seeking a senior product analytics leader to shape strategy and growth across high-impact product lines. This role blends deep customer insight with advanced analytics, experimental rigor, and AI-driven decision support.

You will partner with product, design, engineering, and executive leadership to drive measurable impact from day one, mentoring teams and shaping our AI-enabled analytics platform.