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Federated Learning Engineer.

Miami.

$149,000

median salary, 12% above the national average

$111,000 to $195,000. Last updated August 2026.

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Data points to own the conversation.

Federated Learning Engineer pay in Miami ranges from $111,000 to $195,000 in 2026. The median is $149,000, 12% above the national average. Miami has rapidly evolved from a tourism and real estate center into a legitimate tech and finance hub. Every dollar in that range is negotiable if you come prepared. 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.

25th Percentile

$111,000

per year

Median

$149,000

per year

75th Percentile

$195,000

per year

Where do you fall?

$111,000$195,000

Orbyt estimate for Federated Learning Engineer in Miami, 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 $132,650 for Software Developers (SOC 15-1252) in the Miami-Fort Lauderdale-West Palm Beach, FL metropolitan area, based on 18,900 employed workers (May 2025 release).

10th percentile

$80,440

25th percentile

$102,710

Median

$132,650

75th percentile

$165,710

90th percentile

$199,280

Workers surveyed

18,900

BLS publishes wages by occupation code, not by job title, so this figure covers every role mapped to Software Developers (SOC 15-1252) rather than Federated Learning Engineer specifically. The Miami range 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 15-1252

Salary by experience.

The gap between entry and lead level is typically $134,000. Where you land depends on years of experience and what you bring to the table.

Entry (0-2 yrs)

$97,000

to $119,000

Mid (3-5 yrs)

$127,000

to $156,000

Senior (6-9 yrs)

$164,000

to $194,000

Lead (10+ yrs)

$186,000

to $231,000

Total compensation.

Base salary is not the full picture. Equity, bonus, and signing can add $44,000 to the total package.

Base

$149,000

Equity

$25,000

Bonus

$16,000

Signing

$3,000

Estimated total: $193,000

How Miami compares.

Miami, FL

$149,000

Cost of living: 12% above average

National Average

$133,000

Miami is $16,000 above

Federated Learning Engineer salary by city.

Federated Learning Engineer salary comparison across 10 cities
CityMedianRangeCOLAdjusted
San Jose, CA$189,000$141,000 to $247,0001.38x$137,000
San Francisco, CA$183,000$136,000 to $240,0001.35x$136,000
New York, NY$177,000$132,000 to $232,0001.28x$138,000
Washington DC, DC$173,000$129,000 to $226,0001.25x$138,000
Honolulu, HI$171,000$127,000 to $224,0001.30x$132,000
Boston, MA$169,000$126,000 to $221,0001.22x$139,000
Seattle, WA$167,000$124,000 to $218,0001.24x$135,000
San Diego, CA$159,000$118,000 to $208,0001.17x$136,000
Los Angeles, CA$155,000$116,000 to $203,0001.18x$131,000
Miami, FL$149,000$111,000 to $195,0001.12x$133,000

See all 81 cities for Federated Learning Engineer →

Salary by role in Miami.

Salary comparison by role in Miami
RoleMedianRange
CTO$333,000$259,000 to $432,000
CEO$317,000$231,000 to $438,000
General Counsel$307,000$239,000 to $400,000
AI Platform Engineer$150,000$112,000 to $197,000
Aerospace Engineer$150,000$116,000 to $193,000
Federated Learning Engineer$149,000$111,000 to $195,000
ML Engineer$149,000$111,000 to $195,000
NLP Applications Engineer$149,000$111,000 to $195,000

What you should know.

Before you negotiate a Federated Learning Engineer offer in Miami, understand the terrain. Miami has rapidly evolved from a tourism and real estate center into a legitimate tech and finance hub. The city's crypto, fintech, and Latin American trade connections have drawn significant venture investment. Cost of living has surged recently, but the absence of state income tax keeps take home pay competitive with larger metros. This privacy-preserving AI specialization commands premiums driven by regulatory demand and technical complexity. Engineers with production federated learning deployments across healthcare, finance, or telecommunications earn 15 to 22% more than general ML engineers. Expertise in secure aggregation protocols, differential privacy mechanisms, and communication-efficient training across distributed nodes significantly increases market value.

ML engineers or privacy engineers earning $115,000 to $155,000 specialize into federated learning at $140,000 to $248,000. Senior federated learning engineers earn $195,000 to $270,000 before advancing to Principal Privacy ML Engineer or Head of Privacy-Preserving AI at $230,000 to $300,000. In Miami, cost of living sits near the national average, so the numbers you see are roughly what you keep.

Base salary is not the full picture. Total packages range from $220,000 to $420,000 with equity, privacy compliance bonuses, and research incentives of 12 to 22% of base. Healthcare and financial services companies offer the strongest total compensation due to strict data privacy requirements driving federated learning adoption. And on the tax side: florida has no state income tax, which is a major draw for high earners. Overall tax burden is low, though property insurance costs and rising housing prices offset some savings. When someone quotes you $149,000, ask what the total package looks like. The gap between base and total comp is where real money hides.

On negotiation: Use the no income tax benefit to frame your ask. Show employers that accepting 90 to 95% of a New York salary in Miami yields equivalent or better take home pay. The range for Federated Learning Engineers in Miami runs from $111,000 to $195,000. 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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$

25th

$111,000

Median

$149,000

75th

$195,000

Considering a related role?

Common questions.

GDPR, HIPAA, and emerging AI regulations have increased demand for federated learning expertise by 30 to 40% since 2024. Engineers who combine federated learning skills with regulatory compliance knowledge earn 10 to 18% premiums, as they bridge the gap between technical implementation and legal requirements.

The role has shifted decisively toward production engineering since 2025, which has actually increased compensation. Engineers who can deploy and maintain federated learning systems across thousands of devices earn more than those focused purely on algorithmic research, reflecting the market's need for operational expertise.

Ask about equity structure, vesting schedule, annual bonus targets, 401(k) match, health insurance premiums, PTO policy, and remote flexibility. Total packages range from $220,000 to $420,000 with equity, privacy compliance bonuses, and research incentives of 12 to 22% of base. In Miami's market, these extras can add $37,250 or more on top of the base salary.

Relevant certifications can add 5 to 15% to a Federated Learning Engineer's base salary in Miami. Specifically, this privacy-preserving ai specialization commands premiums driven by regulatory demand and technical complexity. In a market where the range spans $111,000 to $195,000, certifications often bridge the gap between the median and the top of the range.

Federated Learning Engineer compensation in Miami has trended upward as demand outpaces supply. The 2026 range of $111,000 to $195,000 reflects a market that rewards specialization. This privacy-preserving AI specialization commands premiums driven by regulatory demand and technical complexity.

Total packages range from $220,000 to $420,000 with equity, privacy compliance bonuses, and research incentives of 12 to 22% of base. Healthcare and financial services companies offer the strongest total compensation due to strict data privacy requirements driving federated learning adoption. In Miami's market, the base range of $111,000 to $195,000 is just the starting point for negotiation.

It depends on the position and employer. Many Federated Learning Engineers in Miami are classified as exempt salaried employees without overtime eligibility. However, total packages range from $220,000 to $420,000 with equity, privacy compliance bonuses, and research incentives of 12 to 22% of base. When evaluating the $111,000 to $195,000 range, ask about the total compensation structure during negotiation.

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"Federated Learning Engineer Salary in Miami, FL." Orbyt Salary Explorer, August 2026. https://www.orbytlabs.ai/orbyt-jobs/salaries/federated-learning-engineer/miami

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