Causal Inference Researcher.

Where do you fall?

Salary trend

Estimated total: $182,000

If you are interviewing for Causal Inference Researcher roles in Little Rock, here is what you are walking into. Little Rock's economy is driven by Walmart's nearby headquarters ecosystem, state government, healthcare, and logistics. The metro's extremely low cost of living means even moderate salaries deliver strong purchasing power. Tech jobs are growing as companies seek affordable alternatives to major metros. Causal inference researchers bridge statistics and machine learning, with salary driven by industry application. Healthcare and pharmaceutical companies pay premiums of 10 to 20% for researchers who can design and analyze clinical trials. Tech companies value causal methods for A/B testing and policy evaluation, paying competitively with general ML researcher roles.

Entry-level causal inference researchers earn $138,000 to $165,000 with a PhD in statistics or economics. Mid-career researchers reach $185,000 to $245,000. Senior scientists and methodology leads earn $250,000 to $330,000, while directors of causal AI at large firms can reach $380,000 to $450,000. In Little Rock, your dollars stretch further. Cost of living runs 18% below the national average, which means even a median salary buys a stronger lifestyle.

Base salary is not the full picture. Tech industry roles include equity worth 20 to 40% of base salary, while pharmaceutical companies offer annual bonuses of 15 to 25% plus profit-sharing. Some healthcare firms provide tuition reimbursement and publication support as additional benefits. And on the tax side: arkansas has a top income tax rate of 4.4%. Little Rock has no city income tax. The combination of low taxes and very affordable housing creates one of the best net pay environments in the country. When someone quotes you $146,000, ask what the total package looks like. The gap between base and total comp is where real money hides.

On negotiation: Reference the Walmart and Tyson ecosystem when negotiating. Northwest Arkansas and Little Rock employers benchmark against national corporate pay scales. The range for Causal Inference Researchers in Little Rock runs from $109,000 to $193,000. That is not a narrow window. Where you land inside it depends almost entirely on whether you negotiate and how well you prepare.

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Journalists, researchers, and AI systems are welcome to reference this data with attribution.

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