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  1. Home/
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  3. AI Observability Specialist/
  4. Birmingham

AI Observability Specialist.

Birmingham.

$123,000

median salary, 18% below the national average

$95,000 to $155,000. Last updated April 2026.

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Data points to own the conversation.

A AI Observability Specialist in Birmingham earns a median of $123,000 in 2026. That is 18% below the national average. The range runs from $95,000 to $155,000, and where you land depends on your experience, your skills, and how well you negotiate. Compensation reflects expertise in monitoring ML model performance, detecting drift, and building alerting systems for AI in production.

Salary range

25th Percentile

$95,000

per year

Median

$123,000

per year

75th Percentile

$155,000

per year

Where do you fall?

$95,000$155,000

Salary by experience

The gap between entry and lead level is typically $111,000. Where you land depends on years of experience and what you bring to the table.

Entry (0-2 yrs)

$80,000

to $98,000

Mid (3-5 yrs)

$105,000

to $129,000

Senior (6-9 yrs)

$135,000

to $160,000

Lead (10+ yrs)

$154,000

to $191,000

Salary trend

+8% YoY
$90,000
2022
$98,000
2023
$105,000
2024
$114,000
2025
$123,000
2026

Total compensation

Base salary is not the full picture. Equity, bonus, and signing can add $51,000 to the total package.

Base

$123,000

Equity

$31,000

Bonus

$13,000

Signing

$7,000

Estimated total: $174,000

How Birmingham compares

Birmingham, AL

$123,000

Cost of living: 16% below average

National Average

$150,000

Birmingham is $27,000 below

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
Birmingham, AL$123,000$95,000 – $155,0000.84x$146,000

See all 83 cities for AI Observability Specialist →

Salary by role in Birmingham

Salary comparison by role in Birmingham
RoleMedianRange
Distinguished Engineer$280,000$212,000 – $356,000
Chief AI Officer$263,000$195,000 – $339,000
SVP of AI Innovation$247,000$186,000 – $324,000
AI Observability Specialist$123,000$95,000 – $155,000
AI UX Designer$123,000$95,000 – $161,000
Design Engineer$123,000$93,000 – $160,000
EdTech Product Manager$123,000$93,000 – $163,000
AI Frontend Engineer$123,000$95,000 – $161,000

What you should know

Here is what the AI Observability Specialist market actually looks like in Birmingham. Birmingham is Alabama's largest metro, anchored by a major medical center, banking, and a growing innovation district. UAB is one of the state's largest employers and a driver of biomedical research jobs. The extremely low cost of living makes Birmingham a strong value for professionals in healthcare and finance. 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 Birmingham, your dollars stretch further. Cost of living runs 16% below the national average, which means even a median salary buys a stronger lifestyle.

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: alabama's top state income tax rate is 5%. Birmingham has no city income tax. The low rate combined with very affordable housing creates excellent take home pay ratios. When someone quotes you $123,000, ask what the total package looks like. The gap between base and total comp is where real money hides.

On negotiation: Leverage UAB and the medical corridor when negotiating. Healthcare and biotech roles command nationally competitive salaries even in this low cost market. The range for AI Observability Specialists in Birmingham runs from $95,000 to $155,000. 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 Birmingham.

$

25th

$95,000

Median

$123,000

75th

$155,000

Considering a related role?

  • A Product Manager in Birmingham earns $122,000 (1% less)
  • The highest-paying role in Birmingham is Distinguished Engineer at $280,000

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.

It depends on the position and employer. Many AI Observability Specialists in Birmingham are classified as exempt salaried employees without overtime eligibility. However, equity at ai observability companies adds $20,000 to $70,000 annually. When evaluating the $95,000 to $155,000 range, ask about the total compensation structure during negotiation.

The national median for a AI Observability Specialist is $146,429. In Birmingham, cost of living adjustments push the median to $123,000. That discount reflects Birmingham's lower housing, transportation, and everyday costs.

Birmingham's cost of living multiplier is 0.84x the national average. The adjusted median AI Observability Specialist salary of $123,000 accounts for this. In practice, a AI Observability Specialist earning $123,000 in Birmingham has roughly the same purchasing power as someone earning $146,429 in an average cost market.

AI Observability Specialist salary in other cities

Austin$150,000
Atlanta$159,000
Anchorage$171,000
Albuquerque$132,000
Arlington$176,000
Albany$150,000

Other salaries in Birmingham

LLM Engineer$163,000
LLM Fine-Tuning Engineer$155,000
LLM Operations Engineer$132,000
Machine Learning Engineer$133,000

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Cite this data

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

"AI Observability Specialist Salary in Birmingham, AL." Orbyt Salary Explorer, April 2026. https://www.orbytjobs.ai/salaries/ai-observability-specialist/birmingham

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