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  1. Home/
  2. Salaries/
  3. AI Observability Specialist/
  4. Honolulu

AI Observability Specialist.

Honolulu.

$195,000

median salary, 30% above the national average

$150,000 to $244,000. Last updated April 2026.

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Data points to own the conversation.

If you are evaluating a AI Observability Specialist offer in Honolulu, HI, here is the reality: $150,000 to $244,000, with $195,000 as the midpoint. 30% above the national average. Compensation reflects expertise in monitoring ML model performance, detecting drift, and building alerting systems for AI in production. Do not accept the first number.

Salary range

25th Percentile

$150,000

per year

Median

$195,000

per year

75th Percentile

$244,000

per year

Where do you fall?

$150,000$244,000

Salary by experience

The gap between entry and lead level is typically $175,000. Where you land depends on years of experience and what you bring to the table.

Entry (0-2 yrs)

$127,000

to $156,000

Mid (3-5 yrs)

$166,000

to $205,000

Senior (6-9 yrs)

$215,000

to $254,000

Lead (10+ yrs)

$244,000

to $302,000

Salary trend

+8% YoY
$143,000
2022
$155,000
2023
$167,000
2024
$181,000
2025
$195,000
2026

Total compensation

Base salary is not the full picture. Equity, bonus, and signing can add $81,000 to the total package.

Base

$195,000

Equity

$49,000

Bonus

$20,000

Signing

$12,000

Estimated total: $276,000

How Honolulu compares

Honolulu, HI

$195,000

Cost of living: 30% above average

National Average

$150,000

Honolulu is $45,000 above

AI Observability Specialist salary by city

AI Observability Specialist salary comparison across 10 cities
CityMedianRangeCOLAdjusted
San Francisco, CA$207,000$158,000 – $259,0001.35x$153,000
San Jose, CA$207,000$159,000 – $259,0001.38x$150,000
Washington DC, DC$195,000$150,000 – $244,0001.25x$156,000
Honolulu, HI$195,000$150,000 – $244,0001.30x$150,000
New York, NY$194,000$149,000 – $243,0001.28x$152,000
Seattle, WA$193,000$148,000 – $242,0001.24x$156,000
Newark, NJ$182,000$140,000 – $228,0001.18x$154,000
San Diego, CA$181,000$139,000 – $227,0001.17x$155,000
Boston, MA$179,000$137,000 – $225,0001.22x$147,000
Boulder, CO$178,000$136,000 – $223,0001.15x$155,000

See all 83 cities for AI Observability Specialist →

Salary by role in Honolulu

Salary comparison by role in Honolulu
RoleMedianRange
Distinguished Engineer$425,000$322,000 – $541,000
Chief AI Officer$395,000$293,000 – $510,000
Chief Data & AI Officer$387,000$289,000 – $506,000
AI Observability Specialist$195,000$150,000 – $244,000
AI Quality Assurance Engineer$195,000$150,000 – $254,000
AI Insurance Underwriting Specialist$195,000$145,000 – $259,000
AI Retail/Commerce Specialist$195,000$146,000 – $257,000
AI Workflow Automation Specialist$195,000$145,000 – $259,000

What you should know

Here is what the AI Observability Specialist market actually looks like in Honolulu. 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 reflects expertise in monitoring ML model performance, detecting drift, and building alerting systems for AI in production. Specialists who can design comprehensive observability stacks for LLM applications including cost tracking, quality monitoring, and latency profiling earn premiums. Experience with both traditional APM and ML-specific monitoring adds value.

Junior observability engineers start at $100,000 to $118,000. Mid-level specialists building production monitoring systems reach $140,000 to $165,000. Senior specialists designing organization-wide AI observability platforms earn $175,000 to $215,000. Directors of ML platform observability can reach $230,000 to $280,000. 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 AI observability companies adds $20,000 to $70,000 annually. Bonuses of 10% to 15% are standard. Cloud credits for monitoring infrastructure experimentation are common. Open-source contributions to observability tooling enhance career trajectory and compensation. 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 $195,000, 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 AI Observability Specialists in Honolulu runs from $150,000 to $244,000. That is not a narrow window. Where you land inside it depends almost entirely on whether you negotiate and how well you prepare.

Sources: SEC filings, H-1B LCA (DOL), BLS OES, 50+ job posting platforms. COL: BEA Regional Price Parities (2025). Data verified by Justin Bartak, Founder & Chief AI Officer. Last verified April 8, 2026. Full methodology

Interactive

Is your offer competitive?

Enter your AI Observability Specialist offer to see where you stand in Honolulu.

$

25th

$150,000

Median

$195,000

75th

$244,000

Considering a related role?

  • A Predictive Modeling Specialist in Honolulu earns $196,000 (1% more)
  • The highest-paying role in Honolulu is Distinguished Engineer at $425,000

Common questions.

Core tools include LangSmith, Weights and Biases, Arize, and Evidently for ML-specific monitoring. Traditional observability tools like Datadog, Grafana, and Prometheus are used for infrastructure metrics. Custom dashboards combining model quality metrics, cost tracking, and latency monitoring are typically built in-house. Understanding both traditional and ML-specific observability patterns is essential.

AI systems can fail silently. A model that returns HTTP 200 with confidently wrong answers looks healthy to traditional monitoring. AI observability requires tracking output quality metrics, embedding drift, prompt template performance, and user feedback signals. The challenge is defining and measuring correctness for non-deterministic systems.

In 2026, the average AI Observability Specialist salary in Honolulu, HI is $195,000. The 25th percentile sits at $150,000 and the 75th percentile reaches $244,000. Where you land depends on your experience, the company's size, and the specific skills you bring.

Honolulu's economy is driven by military spending, tourism, and healthcare. The extremely high cost of living means employers must pay significant premiums. For AI Observability Specialists specifically, the median salary of $195,000 reflects that demand.

Entry level AI Observability Specialist positions in Honolulu typically start near $150,000. Candidates with relevant internships, certifications, or portfolio work often negotiate closer to the median of $195,000. Junior observability engineers start at $100,000 to $118,000.

Compensation reflects expertise in monitoring ML model performance, detecting drift, and building alerting systems for AI in production. Specialists who can design comprehensive observability stacks for LLM applications including cost tracking, quality monitoring, and latency profiling earn premiums. Experience with both traditional APM and ML-specific monitoring adds value. In Honolulu, these factors can push compensation from the 25th percentile of $150,000 to the 75th percentile of $244,000 or beyond.

AI Observability Specialist salary in other cities

Fargo$124,000
Houston$151,000
Hartford$168,000
Indianapolis$142,000
Jackson$115,000
Jersey City$176,000

Other salaries in Honolulu

LLM Engineer$240,000
LLM Fine-Tuning Engineer$245,000
LLM Operations Engineer$199,000
Machine Learning Engineer$204,000

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"AI Observability Specialist Salary in Honolulu, HI." Orbyt Salary Explorer, April 2026. https://www.orbytjobs.ai/salaries/ai-observability-specialist/honolulu

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