Reinforcement Learning Engineer.
Honolulu.
$141,000
median salary, 25% above the national average
$97,000 to $202,000. Last updated August 2026.
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Data points to own the conversation.
Orbyt estimates Reinforcement Learning Engineer pay in Honolulu at $141,000, within a range of $97,000 to $202,000. That is 25% above the national average. Honolulu's economy is driven by military spending, tourism, and healthcare. These figures are Orbyt estimates, computed rather than measured, and must not be cited as Bureau of Labor Statistics figures; the published BLS wage for the occupation this role maps to is shown separately on this page.
Salary range.
Where do you fall?
Orbyt estimate for Reinforcement Learning Engineer in Honolulu, modelled from national occupation wages adjusted for local cost of living. The published government benchmark for this occupation is below.
Government benchmark for this occupation
The US Bureau of Labor Statistics reports a median annual wage of $102,080 for Data Scientists (SOC 15-2051) in the Urban Honolulu, HI metropolitan area, based on 250 employed workers (May 2025 release).
10th percentile
$79,890
25th percentile
$87,640
Median
$102,080
75th percentile
$152,980
90th percentile
$170,430
Workers surveyed
250
Why this differs from the estimate above. The Orbyt estimate of $141,000 is 38% higher than this published figure. That is usually not an error in either number: BLS reports by occupation code, and Data Scientists covers a different population than the Reinforcement Learning Engineer title as it is typically advertised. Both are shown, unreconciled, so you can judge which one describes the job you mean.
BLS publishes wages by occupation code, not by job title, so this figure covers every role mapped to Data Scientists (SOC 15-2051) rather than Reinforcement Learning Engineer specifically. The Honolulurange at the top of this page is Orbyt’s role-level estimate, which is a different thing and is labelled as such.
View the BLS source for SOC 15-2051Salary by experience.
The gap between entry and lead level is typically $127,000. Where you land depends on years of experience and what you bring to the table.
Entry (0-2 yrs)
$92,000
to $113,000
Mid (3-5 yrs)
$120,000
to $148,000
Senior (6-9 yrs)
$155,000
to $183,000
Lead (10+ yrs)
$176,000
to $219,000
Total compensation.
Base salary is not the full picture. Equity, bonus, and signing can add $40,000 to the total package.
Base
$141,000
Equity
$23,000
Bonus
$14,000
Signing
$3,000
Estimated total: $181,000
How Honolulu compares.
Honolulu, HI
$141,000
Cost of living: 30% above average
National Average
$113,000
Honolulu is $28,000 above
Reinforcement Learning Engineer salary by city.
Salary by role in Honolulu.
What you should know.
If you are interviewing for Reinforcement Learning Engineer roles in Honolulu, here is what you are walking into. Honolulu's economy is driven by military spending, tourism, and healthcare. The extremely high cost of living means employers must pay significant premiums. Federal and defense contractor roles offer the highest salaries, while the growing renewable energy sector is creating new technology positions. Compensation is driven by expertise in RL algorithm design, reward modeling, and simulation environment development. Engineers with production RLHF experience for language models command the highest salaries. Specialization in multi-agent RL, offline RL, or safety-constrained optimization adds 15 to 25% above standard ML engineering compensation.
Junior RL researchers start at $115,000 to $140,000. Mid-level RL engineers earn $150,000 to $200,000. Senior RL engineers reach $225,000 to $310,000, and principal RL engineers or research leads at top labs command $330,000 to $470,000 in total compensation. In Honolulu, those numbers run higher. The cost of living here is 30% above average, and employers adjust to compete.
Base salary is not the full picture. Equity at frontier AI labs can equal or exceed base salary. Signing bonuses of $50,000 to $100,000 are common for experienced RL engineers. Annual bonuses of 15 to 20% are standard, with research publication bonuses at some organizations. And on the tax side: hawaii has the highest top state income tax rate in the nation at 11%. Honolulu has no city income tax, but the state burden combined with high living costs requires careful salary planning. When someone quotes you $141,000, ask what the total package looks like. The gap between base and total comp is where real money hides.
On negotiation: Negotiate housing allowances alongside salary. Honolulu employers, especially federal contractors, often provide COLA adjustments and housing stipends that significantly increase total compensation. The range for Reinforcement Learning Engineers in Honolulu runs from $97,000 to $202,000. That is not a narrow window. Where you land inside it depends almost entirely on whether you negotiate and how well you prepare.
Sources: BLS OES, H-1B LCA (DOL). COL: BEA Regional Price Parities (2025). Data verified by Justin Bartak, Founder & Chief AI Officer. Last verified July 1, 2026. Full methodology
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Common questions.
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