Data Scientist (San Francisco) Job at Mammoth Growth, San Francisco, CA

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  • Mammoth Growth
  • San Francisco, CA

Job Description

Data Scientist
Are you an experienced business analyst, data scientist and SEO wizard all wrapped-up into one? If so, then you are exactly who we are looking for!

Mammoth Growth is a modern data analytics consultancy. We are world-class business consultants who optimize systems to deliver measurable business outcomes. Mammoth is trusted by industry leaders from Dropbox to Calendly to verify their data, manage their reporting infrastructure, develop growth strategy and provide recommendations and insights that achieve measurable results. We have completed 850+ engagements with clients in all areas - e-commerce, SaaS, media, D2C, B2B - from start-ups to enterprise.

Mammoth Growth is seeking a Marketing Analyst / Data Scientist to execute casual analysis and high-volume incrementality testing for SEO initiatives. This role will work directly with our clients (Fortune 500 companies) alongside their SEO team and senior data scientists . The primary focus is accelerating testing velocity by executing multi-cell tests using established causal impact frameworks.

Key Responsibilities

Execute incrementality tests using established causal impact frameworks (Google CausalImpact, synthetic controls, matched markets)

Run multiple tests per week to determine statistically significant wins for SEO initiatives

Design and analyze matched market experiments to isolate SEO impact from confounding factors

Implement statistical power analysis to optimize test design and reduce time-to-results

Translate test results into clear, actionable recommendations for SEO roadmap decisions

Monitor SEO performance metrics and surface meaningful performance deviations

Build repeatable analytical workflows that standardize test execution

Document methodologies for knowledge transfer to internal teams

Required Qualifications
Technical Skills

Proficient in Python (pandas, numpy, statsmodels) or R

Experience with massive datasets - TB scale

Strong SQL skills for data extraction and manipulation

Statistical foundations: experimental design, hypothesis testing, regression analysis, time series basics

Experience with A/B testing or incrementality testing (minimum 10+ tests executed)

Familiarity with causal inference methods (synthetic controls, matched markets, difference-in-differences, causal impact)

Experience with BI platforms (Looker, Tableau, Mode, or similar)

Version control using Git/GitHub

Experience

4+ years analyzing digital marketing performance (SEO, paid search, e-commerce, or similar channels)

Hands-on experience executing tests at volume - comfortable running multiple tests per week/month

Understanding of e-commerce metrics, conversion funnels, and attribution

Client-facing or embedded team experience (consulting, agency, or similar environments)

Professional Skills

Clear communicator who can explain statistical concepts to non-technical stakeholders

Execution-focused with ability to balance speed and statistical rigor

Self-directed and able to work independently on defined tasks

Collaborative approach when working with cross-functional teams

Preferred Qualifications

Direct experience with Google CausalImpact, Google Cloud Platform products, synthetic control methods, or difference-in-differences approaches

SEO or organic search analytics background

Agency or consulting experience

Track record of executing 20+ incrementality tests

Bachelor's degree in Statistics, Economics, Mathematics, Data Science, or related quantitative field (Master's a plus)

Experience with testing automation or workflow optimization

We love working with people who like to laugh, smile and joke around.

We provide rapid career advancement, exposure to a huge range of business challenges, amazing clients and competitive compensation.

We are 100% Remote. Our team is fully distributed, allowing you the flexibility of working from home. At this time, we are unable to provide sponsorship. Must be a resident or green card holder of the U.S.,U.K. or Canada.

Benefits

Medical insurance

Vision insurance

401(k)

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Job Tags

Casual work, Remote work, Work from home,

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