Senior Data Scientist, Experimentation & Causal Inference

Apple Inc

Confirmed live yesterday High trust

Quick summary

Work type: On-site
Location: —
Salary: $184,700–$324,800 / yr
Posted: 3 days ago
Freshness: Confirmed live yesterday

Market check

Salary context

Above market

How this pay compares to similar roles

Similar $180k

This role $255k

$110k most similar roles pay here $348k

This role pays more than 92% of similar roles. Most pay $140,000–$220,100 — the shaded band above. At the midpoint, this role pays about $255k versus about $180k for comparable roles.

Based on 240 similar postings.

Employer

About Apple Inc

Apple Inc. is a multinational technology company known for designing and manufacturing consumer electronics, software, and online services, including the iPhone, Mac, iPad, and App Store. Industry: Consumer Electronics & Software

Apple Inc currently has 3513 open roles on FindRole.

Listed pay typically runs $165,800–$277,600 across 2730 roles with salary data.

Most-posted roles

View all roles at Apple Inc

At a glance

TL;DR · Senior Data Scientist, Experimentation & Causal Inference

Role Posting Log in to save

The Senior Data Scientist, Experimentation & Causal Inference joins the team to advance the scientific foundations of measurement and organizational learning across Apple Services. This role sits at the intersection of statistics, causal inference, and experimental design to define how success is measured and how evidence is generated. You will build experimentation intelligence systems, develop advanced causal methodologies, and establish standards for evaluating complex product behaviors, including AI-powered experiences and adaptive systems. Key responsibilities include designing experiments, developing measurement frameworks, and conducting meta-analysis to transform isolated outcomes into reusable scientific knowledge. The role requires expertise in statistical modeling, power analysis, and identifying validity issues like sample ratio mismatch or interference. Candidates must possess strong programming skills in Python and/or R, along with deep knowledge of causal machine learning techniques such as uplift modeling and heterogeneous treatment effect estimation.

What does a Data Scientist earn?

Median $162000 from 273 postings across 56 companies.

See salary data

Similar roles

Senior Data Scientist, Experimentation & Causal Inference

Apple Inc

Culver City, CA 1 day ago $175,000–$308,500

Causal Inference Experimental Design Python R Statistical Modeling A/B Testing Meta-Analysis Bayesian Experimentation Double Machine Learning Uplift Modeling Causal Forests Power Analysis Machine Learning KPI Frameworks

5+ yrs exp

Save

Senior Data Scientist, Experimentation & Causal Inference

Apple Inc

Cupertino, CA 119 days ago $184,700–$324,800

5+ yrs exp

Save

Senior Staff Data Scientist, Consumer Experimentation

Remote 123 days ago $232,500–$325,500

Causal Inference Experimental Design SQL Python R A/B Testing Switchback Experiments Synthetic Control Cluster Randomization Bandit Algorithms Power Analysis Variance Reduction Sequential Testing Multiple Comparison Correction

8+ yrs exp Remote

Save

Senior Data Scientist, Strategic Modeling & Simulation

Apple Inc

Cupertino, CA 119 days ago $184,700–$324,800

Python Machine Learning Statistical Modeling Simulation Forecasting Operations Research Bayesian Methods Causal Impact Modeling Survival Analysis Probabilistic Modeling Predictive Analytics Decision Science

5+ yrs exp

Save

Senior Data Scientist, Causal Inference

Lyft

San Francisco, CA 114 days ago $148,000–$185,000

Causal Inference SQL Python Data Science Statistical Pipelines Production Coding Large-scale Data Platforms

4+ yrs exp Hybrid

Save

Senior Data Scientist, Causal Inference

Lyft

Seattle, WA 114 days ago $136,160–$170,240

Causal Inference SQL Python Data Science Statistical Pipelines Production Coding Large-scale Data Platforms

4+ yrs exp Hybrid

Save