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Amazon Software Engineer Salary Calculator

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Amazon Software Engineer Salary Calculator

This Amazon Software Engineer salary calculator is built to give you a data-driven salary estimate tailored to your specific situation. Rather than offering a single national average that ignores where you live and how you work, this tool lets you configure inputs that directly affect your compensation — including years of experience, education level, work setting, full-time or part-time status, hours per week, and job market size (small, mid-sized, or large metro).

The calculator starts from a base hourly rate of $72.00, which serves as the national median reference point for Amazon Software Engineers. From there, it generates low and high salary ranges across hourly, weekly, monthly, and annual timeframes. If you're comparing an offer in Seattle against one in Austin, for example, you can toggle location settings to see how state income taxes and cost-of-living differences reshape your take-home pay.

Beyond gross salary, the calculator produces estimated after-tax salary ranges. You can set your filing status (single or married), specify your state for state income tax modeling, enter a 401(k) contribution percentage, and select whether you're classified as a W-2 employee or 1099 contractor — a distinction that significantly affects net income for Amazon Software Engineers who may do contract-to-hire work or independent consulting. Every adjustment recalculates your output instantly, making this the most precise salary estimation tool available for this role.


The salary calculator uses $72.00 per hour as the national median hourly reference point for Amazon Software Engineers. Under a standard full-time assumption of 40 hours per week, this translates to approximately $2,880 per week, $12,480 per month, and $149,760 per year at the midpoint. However, the calculator generates low and high ranges rather than a single number to account for real-world variance.

At the low end, hourly rates for Amazon Software Engineers typically start around $55.00–$62.00, producing annual estimates in the range of $114,400–$128,960 for full-time work. At the high end, experienced engineers in high-demand specializations or large metro areas can see hourly rates of $90.00–$105.00+, translating to annual compensation of $187,200–$218,400+ before factoring in stock-based compensation or bonuses.

These ranges shift significantly when you adjust hours per week in the calculator. An engineer working a compressed 35-hour week would see proportionally lower weekly, monthly, and annual estimates even at the same hourly rate. The calculator also applies a salary adjustment factor based on job market size — large metros like New York City and Seattle tend to push estimates toward the higher end, while smaller markets compress the range downward.

In the salary calculator, entry level is defined as an Amazon Software Engineer with limited professional experience (typically 0–2 years) and a bachelor's degree or equivalent credential. When you set these parameters, the calculator adjusts downward from the $72.00/hour median to reflect the lower market rate that new hires command.

Entry level Amazon Software Engineers — classified internally as SDE I (Software Development Engineer I) — typically fall in the $50.00–$62.00 per hour range, which produces annual estimates of approximately $104,000–$128,960 under a 40-hour full-time schedule. These figures represent base salary only; Amazon's total compensation for entry-level SDEs also includes signing bonuses and restricted stock units (RSUs), but the calculator focuses on the recurring cash salary component.

If you select a small or mid-sized metro in the calculator, the entry level range compresses further because Amazon's satellite offices and subsidiary teams in those markets often pay below what major tech hubs offer. Conversely, selecting a large metro like San Francisco or New York City pushes the entry level estimate toward the upper boundary of that range. Setting your education level to a master's degree also nudges the estimate upward, as Amazon's leveling system factors in advanced degrees during initial offer calibration.

The salary calculator highlights a substantial gap between entry level and senior level Amazon Software Engineers by adjusting estimates based on years of experience and education level. Below is how these two career stages compare under full-time, 40-hour-per-week assumptions.

Career StageTypical ExperienceEstimated Hourly RangeEstimated Annual Range
Entry Level (SDE I)0–2 years$50.00–$62.00$104,000–$128,960
Mid Level (SDE II)3–5 years$68.00–$82.00$141,440–$170,560
Senior Level (SDE III / Senior SDE)6–10+ years$88.00–$110.00+$183,040–$228,800+

At the entry level, limited experience and education result in the calculator applying the lowest adjustment factor. An SDE I with a bachelor's degree in a mid-sized market sits firmly at the bottom of the range. A senior-level Amazon Software Engineer with 8+ years of experience and a master's degree in a large metro triggers the highest adjustment factor, pushing estimates well above the $72.00 median. The difference between these two extremes can exceed $100,000 annually in base salary alone.

When you toggle the after-tax estimation — selecting your filing status, state, 401(k) contribution, and W-2 classification — the gap narrows somewhat in absolute dollar terms because higher earners face steeper marginal tax rates. This is particularly visible when comparing a senior engineer in California against an entry level engineer in Texas, where there is no state income tax.

The strongest job markets for Amazon Software Engineers are concentrated in large metro areas where Amazon operates major engineering offices, fulfillment technology centers, and AWS infrastructure hubs. Seattle remains the epicenter, but significant hiring activity occurs across multiple regions.

City and StateApproximate City SizeHourly Salary RangeAnnual Salary Range
Seattle, WALarge metro$78.00–$112.00$162,240–$232,960
New York City, NYLarge metro$76.00–$108.00$158,080–$224,640
San Diego, CALarge metro$72.00–$100.00$149,760–$208,000
Boston, MALarge metro$74.00–$105.00$153,920–$218,400
Washington, DCLarge metro$73.00–$104.00$151,840–$216,320
Chicago, ILLarge metro$68.00–$95.00$141,440–$197,600
Austin, TXLarge metro$70.00–$98.00$145,600–$203,840
Atlanta, GALarge metro$66.00–$94.00$137,280–$195,520
Dallas, TXLarge metro$66.00–$93.00$137,280–$193,440
Los Angeles, CALarge metro$74.00–$106.00$153,920–$220,480
Phoenix, AZLarge metro$62.00–$88.00$128,960–$183,040
Houston, TXLarge metro$63.00–$90.00$131,040–$187,200

The salary calculator's market size adjustment factor drives much of this variation. In Seattle and New York City, where Amazon maintains its largest engineering presences, the large metro multiplier pushes estimates toward the top of the range. Markets like Phoenix and Houston, while still large metros, have lower cost-of-living indexes and fewer competing high-paying tech employers, which moderates the upper bound. Selecting any of these cities in the calculator and then toggling state tax settings reveals meaningful differences in after-tax take-home pay — particularly between Washington state (no income tax) and California or New York.

Amazon Software Engineers are primarily employed by Amazon and its subsidiaries, though professionals with this title and equivalent skill set also work at competing technology companies and Amazon partner firms.

Company NameTypical Pay TypeEstimated Hourly Salary RangeEstimated Annual Salary Range
Amazon (Core Retail & Operations)W-2 Salary$68.00–$110.00$141,440–$228,800
Amazon Web Services (AWS)W-2 Salary$72.00–$120.00$149,760–$249,600
Amazon Prime VideoW-2 Salary$70.00–$108.00$145,600–$224,640
Twitch (Amazon subsidiary)W-2 Salary$68.00–$105.00$141,440–$218,400
Ring (Amazon subsidiary)W-2 Salary$65.00–$98.00$135,200–$203,840
Amazon RoboticsW-2 Salary$70.00–$106.00$145,600–$220,480
Accenture (Amazon consulting partner)W-2 or 1099$55.00–$90.00$114,400–$187,200
Infosys (Amazon vendor staffing)W-2 Contract$48.00–$75.00$99,840–$156,000

AWS consistently offers the highest base salary ranges among Amazon's divisions because cloud infrastructure engineering requires specialized distributed systems expertise that commands premium pay. Vendor staffing firms like Infosys pay substantially less because engineers are technically employed by the staffing company rather than Amazon directly, and the W-2 vs 1099 distinction in the calculator becomes especially relevant for contract roles routed through these firms — 1099 contractors must account for self-employment tax, which the calculator models automatically.

An Amazon Software Engineer designs, builds, tests, and deploys software systems that power Amazon's products and services at massive scale. On a typical day, this involves writing production code in Java, Python, or TypeScript, participating in code reviews through Amazon's internal tooling, and collaborating with product managers and principal engineers during design review sessions.

The work is organized around Amazon's two-pizza team model, where small autonomous teams own specific services end to end. This means an SDE is responsible not just for writing code but also for operational ownership — monitoring service health dashboards, responding to pages during on-call rotations, and performing root-cause analysis after incidents. Engineers at higher levels spend more time on system design documents (known internally as "one-pagers" and "six-pagers") and cross-team architecture decisions.

The scope and complexity of these responsibilities directly influence salary outcomes in the calculator. Engineers who own tier-one services with high availability requirements — such as the checkout pipeline or AWS IAM — command higher pay because the role demands deeper expertise and carries greater operational accountability. Setting higher experience levels in the calculator reflects this increased responsibility, while entry level engineers primarily work on feature development within existing systems under guidance from senior teammates.

Several concrete factors cause the salary calculator to produce higher estimates for Amazon Software Engineers, and each maps to a specific input or adjustment within the tool.

Years of experience beyond five years triggers the calculator's most significant upward adjustment. Amazon's internal leveling system (SDE I through Principal Engineer) is tightly correlated with experience, and engineers at SDE III or above consistently earn hourly rates above $88.00. Setting 8–10+ years of experience in the calculator activates the highest experience multiplier.

Advanced education also increases estimates. A master's degree in computer science or a related field bumps the calculator's output, reflecting Amazon's practice of offering higher initial base salary bands to candidates with graduate credentials. A PhD pushes estimates even further, particularly for roles in applied science teams within AWS or Alexa.

Large metro job markets like Seattle, New York City, and the San Francisco Bay Area apply the highest location adjustment factor. These markets have intense competition for senior engineering talent from companies like Google, Meta, and Apple, which forces Amazon to pay at the top of its salary bands.

Specialized technical domains such as distributed systems, machine learning infrastructure, security engineering, and low-latency trading systems (for Amazon's advertising platform) correlate with higher pay. While the calculator does not have a specialization dropdown, these skills are reflected in the experience and education adjustments that produce upper-bound estimates.

W-2 classification with a large employer like Amazon provides predictable gross-to-net conversion in the calculator. However, highly experienced engineers who consult as 1099 contractors for Amazon partner firms sometimes negotiate hourly rates 20–30% above W-2 equivalents to offset self-employment tax and benefit costs — a dynamic visible when you toggle the W-2 vs 1099 setting.

The salary calculator also identifies conditions that compress Amazon Software Engineer pay toward the lower end of the range.

Limited experience (0–2 years) is the single most impactful downward factor. SDE I roles are Amazon's most heavily hired position, and the supply of qualified candidates at this level gives Amazon less pressure to pay above band minimums. Setting minimal experience in the calculator produces estimates $20,000–$40,000 below the median.

Small or mid-sized metro markets apply a lower location adjustment. Amazon's offices in places like Nashville, Minneapolis, or smaller cities host engineering teams that work on internal tools or less revenue-critical services, and the cost-of-living differential means base pay is calibrated lower. Selecting a smaller market size in the calculator demonstrates this compression immediately.

Bachelor's degree without advanced credentials keeps the education adjustment at baseline. While a bachelor's degree is sufficient for most SDE roles, it does not trigger the upward education modifier that a master's or PhD would.

Part-time status or reduced hours directly scales down weekly, monthly, and annual estimates. Although part-time Amazon Software Engineer roles are uncommon, contract positions through staffing firms sometimes involve 30-hour weeks, and the calculator reflects this proportionally.

1099 contractor classification can reduce effective take-home pay relative to W-2 employment when self-employment tax is factored in. The calculator's after-tax module shows this clearly — a 1099 contractor earning $80.00/hour may net less than a W-2 employee earning $72.00/hour after accounting for the additional FICA burden and lack of employer-subsidized benefits.

Amazon Software Engineers employed as W-2 full-time staff receive a comprehensive benefits package that materially supplements the base salary estimated by the calculator. Amazon's 401(k) plan includes a company match of 50% on the first 4% of contributions, which the calculator accounts for when you enter your 401(k) contribution percentage — a 6% contribution rate, for example, reduces your gross-to-net estimate but builds tax-advantaged retirement savings.

Health insurance coverage through Amazon includes medical, dental, and vision plans. The company covers a significant portion of premiums, and engineers can select from PPO and HSA-eligible high-deductible plans. Amazon also provides life insurance, short-term and long-term disability coverage, and an employee assistance program at no additional cost.

Restricted Stock Units (RSUs) are a defining component of Amazon's total compensation but vest on a back-loaded schedule — 5% in year one, 15% in year two, and 40% in each of years three and four. The salary calculator focuses on base cash salary rather than RSUs, but understanding the vesting schedule is critical when comparing Amazon offers against competitors who front-load equity.

Engineers classified as 1099 contractors receive none of these benefits. No health insurance, no 401(k) match, no RSUs, and no paid time off. The calculator's W-2 vs 1099 toggle does not model benefit value directly, but it does capture the tax impact — 1099 workers pay both employee and employer portions of Social Security and Medicare taxes, which reduces net income by approximately 7.65% compared to W-2 classification at the same hourly rate.

Additional perks for W-2 Amazon engineers include relocation assistance for new hires, commuter benefits, annual learning stipends, and access to Amazon's internal career mobility program for transferring between teams or locations.

The technical and professional skills an Amazon Software Engineer possesses directly correlate with where they fall within the salary calculator's estimated range. While the calculator adjusts based on experience and education as proxies, specific skills are what drive real-world placement within Amazon's salary bands.

Proficiency in Java is foundational because the majority of Amazon's backend services run on Java-based frameworks. Engineers who can architect and optimize high-throughput Java services are consistently placed higher in the pay band than those with only surface-level familiarity.

Distributed systems design is the most salary-influential technical competency at Amazon. Engineers who can design fault-tolerant, horizontally scalable systems — and who demonstrate this in Amazon's system design interviews — are leveled higher and paid accordingly. This skill separates SDE II from SDE III more than any other factor.

AWS service expertise matters because Amazon's own infrastructure runs on AWS. Engineers who deeply understand DynamoDB, Lambda, SQS, Kinesis, and IAM can build more efficient systems and troubleshoot production issues faster, making them more valuable and better compensated.

Operational excellence — the ability to write runbooks, set up automated alarming, conduct operational readiness reviews, and reduce mean time to recovery — is a differentiator that Amazon values explicitly in its performance review process. Engineers rated highly on operational ownership receive stronger compensation adjustments.

Communication and document writing may seem non-technical, but Amazon's writing-centric culture means that engineers who produce clear design documents, post-mortem analyses, and RFC proposals advance faster. Faster advancement translates directly to higher experience-level settings in the calculator and higher salary outputs.

Location is one of the most impactful variables in the salary calculator. State income tax rates, local cost of living, employer density, and job market size all affect both gross estimates and after-tax take-home pay. Below are detailed breakdowns for key states and cities where Amazon Software Engineers work.

What is the Amazon Software Engineer salary outlook in New York?

New York applies one of the highest state income tax rates in the country, which the calculator reflects when computing after-tax estimates. However, Amazon's significant engineering presence in New York City means the gross pay range is also among the highest nationally, with hourly estimates of $76.00–$108.00. The large metro adjustment factor and intense competition from financial technology firms and other FAANG companies drive base pay upward, partially offsetting the tax burden.

What is the Amazon Software Engineer salary outlook in California?

California combines high state income taxes with very high cost of living, particularly in the Bay Area and Southern California. Amazon's offices in Palo Alto, East Palo Alto, Sunnyvale, San Diego, and Los Angeles all pay at the upper end of national ranges — hourly rates of $72.00–$110.00+ are common. The calculator's after-tax module reveals that a California-based engineer earning $100.00/hour may take home less than a counterpart in Washington state earning $90.00/hour, making the state tax toggle especially valuable for engineers comparing California offers.

What is the Amazon Software Engineer salary outlook in Florida?

Florida has no state income tax, which makes it attractive for after-tax compensation. Amazon has been expanding operations in Florida, but the engineering office footprint is smaller than in Seattle or NYC. The calculator applies a moderate market size adjustment for Florida cities, producing hourly estimates of $60.00–$88.00. The zero state tax means after-tax take-home is disproportionately favorable compared to gross pay alone.

What is the Amazon Software Engineer salary outlook in Texas?

Texas also has no state income tax, and Amazon has invested heavily in Austin, Dallas, and Houston. Austin is the strongest Texas market for SDEs, with hourly rates of $70.00–$98.00. Dallas and Houston have growing Amazon presences focused on operations technology and AWS sales engineering, with slightly lower hourly ceilings. The calculator shows Texas-based engineers retaining significantly more of their gross pay compared to those in California or New York.

What is the Amazon Software Engineer salary outlook in Michigan?

Michigan's tech market is anchored by the automotive industry, and Amazon's presence is relatively limited compared to coastal hubs. The calculator applies a mid-sized metro adjustment for cities like Detroit, producing hourly estimates of $58.00–$82.00. Michigan's moderate state income tax further reduces after-tax estimates, though the lower cost of living can make effective purchasing power competitive.

What is the Amazon Software Engineer salary outlook in Georgia?

Atlanta is Amazon's primary engineering hub in Georgia, and the company has expanded its footprint there substantially. The large metro adjustment factor applies to Atlanta, pushing hourly estimates to $66.00–$94.00. Georgia's state income tax is moderate, and the cost of living in Atlanta remains lower than in Seattle, NYC, or the Bay Area, making it a strong value proposition that the calculator's after-tax module highlights clearly.

What is the Amazon Software Engineer salary outlook in Ohio?

Ohio's tech market is growing but remains smaller than coastal markets. Amazon has fulfillment and cloud infrastructure operations in Ohio, but dedicated SDE offices are limited. The calculator applies a mid-sized metro adjustment for Columbus and Cleveland, with hourly estimates of $55.00–$80.00. Ohio's state income tax is moderate, and after-tax take-home reflects the lower gross pay baseline.

What is the Amazon Software Engineer salary outlook in North Carolina?

The Research Triangle area (Raleigh-Durham) is North Carolina's strongest tech market, and Amazon has been expanding engineering teams there. The calculator applies a mid-to-large metro adjustment, producing hourly estimates of $60.00–$88.00. North Carolina's flat state income tax is moderate, and the relatively affordable cost of living makes after-tax purchasing power competitive with higher-gross markets.

What is the Amazon Software Engineer salary outlook in Illinois?

Chicago is Illinois's primary market for Amazon Software Engineers, where Amazon operates engineering offices focused on advertising technology and logistics optimization. The large metro adjustment applies, with hourly estimates of $68.00–$95.00. Illinois has a flat state income tax that the calculator factors into after-tax estimates, making Chicago's take-home pay reasonable relative to its gross pay range.

What is the Amazon Software Engineer salary outlook in Maryland?

Maryland benefits from proximity to the Washington, DC metro area, where Amazon's HQ2 in Arlington, Virginia has created spillover demand. Amazon engineers living in Maryland and commuting to the DC area can expect hourly estimates of $70.00–$100.00 with the large metro adjustment. Maryland's state income tax is above average, which the calculator captures in after-tax estimates, but the high gross pay range compensates.

What is the Amazon Software Engineer salary outlook in Indiana?

Indiana's tech market is smaller, and Amazon's engineering presence is limited primarily to operations and logistics technology. The calculator applies a small-to-mid-sized metro adjustment for Indianapolis, with hourly estimates of $52.00–$76.00. Indiana's flat state income tax is relatively low, which helps after-tax estimates, but the lower gross pay range reflects reduced local demand for high-level SDE roles.

What is the Amazon Software Engineer salary outlook in Virginia?

Virginia is home to Amazon's HQ2 in Arlington, making it one of the fastest-growing markets for Amazon Software Engineers nationally. The large metro adjustment for the Northern Virginia/DC corridor pushes hourly estimates to $73.00–$106.00. Virginia's state income tax is moderate, and the concentration of AWS and government cloud (GovCloud) engineering teams creates strong demand that the calculator reflects in its upper-bound estimates.

What is the Amazon Software Engineer salary outlook in Connecticut?

Connecticut has a limited direct Amazon engineering presence, though proximity to the New York City metro means some engineers live in Connecticut and work remotely or commute. The calculator applies a mid-sized metro adjustment for Connecticut cities, producing hourly estimates of $62.00–$90.00. Connecticut's state income tax is above average, which the after-tax module reflects, but remote work arrangements tied to NYC-level pay bands can improve the effective compensation.

What is the Amazon Software Engineer salary outlook in New Jersey?

New Jersey shares the NYC metro job market, and Amazon engineers based in New Jersey often receive pay calibrated to NYC bands. The large metro adjustment applies, with hourly estimates of $72.00–$104.00. New Jersey's state income tax is among the highest in the nation, and the calculator's after-tax output shows meaningful reductions compared to the same gross pay in neighboring states with lower tax burdens.

What is the Amazon Software Engineer salary in Chicago?

Chicago offers a strong combination of large metro compensation and moderate cost of living. Amazon's advertising and logistics engineering teams operate here, and the calculator produces hourly estimates of $68.00–$95.00 with the large metro adjustment. Illinois's flat income tax keeps after-tax estimates predictable, and the city's growing tech ecosystem provides competitive alternatives that help maintain Amazon's pay levels.

What is the Amazon Software Engineer salary in Los Angeles?

Los Angeles is a large metro market where Amazon operates engineering teams for Prime Video, Studios, and Alexa. Hourly estimates range from $74.00–$106.00. California's high state income tax reduces after-tax take-home significantly, which the calculator makes explicit when you select California as your state. The entertainment technology focus of Amazon's LA offices attracts engineers with specialized media streaming expertise, which supports the higher end of the range.

What is the Amazon Software Engineer salary in New York City (NYC)?

NYC is Amazon's second-largest engineering hub after Seattle. The calculator applies the maximum large metro adjustment, producing hourly estimates of $76.00–$108.00. New York state and New York City impose separate income taxes, creating a combined tax burden that the calculator's after-tax module captures. Despite this, gross pay in NYC remains among the highest nationally due to fierce competition from hedge funds, fintech startups, and other FAANG employers.

What is the Amazon Software Engineer salary in Houston?

Houston's Amazon engineering presence is smaller and focused more on logistics and operations technology. The calculator produces hourly estimates of $63.00–$90.00 with a large metro adjustment. Texas's zero state income tax makes Houston's after-tax take-home disproportionately attractive compared to gross-pay-equivalent markets in high-tax states.

What is the Amazon Software Engineer salary in Phoenix?

Phoenix is a growing technology market where Amazon has expanded fulfillment technology and cloud infrastructure operations. Hourly estimates in the calculator range from $62.00–$88.00. Arizona's moderate state income tax and lower cost of living make Phoenix a value-oriented market, though the upper bound of the salary range is constrained by fewer competing high-paying tech employers.

What is the Amazon Software Engineer salary in Atlanta?

Atlanta is a strategic market for Amazon, with engineering teams working on AWS and retail systems. The large metro adjustment applies, producing hourly estimates of $66.00–$94.00. Georgia's moderate tax rate and Atlanta's relatively affordable cost of living produce strong after-tax purchasing power. The calculator shows Atlanta as one of the better markets for net compensation relative to cost of living.

What is the Amazon Software Engineer salary in San Diego?

San Diego hosts Amazon engineering teams with a focus on cloud computing and defense-adjacent technology. Hourly estimates range from $72.00–$100.00 with the large metro factor applied. California's state income tax reduces after-tax estimates, but San Diego's cost of living is lower than San Francisco's, making it a more balanced choice within California that the calculator's after-tax comparison highlights.

What is the Amazon Software Engineer salary in Washington, DC?

Washington, DC and the surrounding Northern Virginia corridor represent one of Amazon's fastest-growing engineering markets, driven by HQ2 and AWS GovCloud. Hourly estimates of $73.00–$104.00 reflect the large metro adjustment and strong demand for engineers with government security clearances. DC's own income tax applies to residents, while engineers living in Virginia or Maryland face different state tax rates — the calculator lets you model each scenario independently.

What is the Amazon Software Engineer salary in Boston?

Boston is a major tech hub where Amazon competes with established employers like Google, HubSpot, and numerous biotech firms. The large metro adjustment produces hourly estimates of $74.00–$105.00. Massachusetts's flat income tax is moderate, and the calculator shows Boston-based engineers retaining a reasonable share of gross pay compared to NYC or California counterparts. Amazon's Alexa, robotics, and AWS teams have meaningful presence in the greater Boston area.

What is the Amazon Software Engineer salary in Dallas?

Dallas hosts Amazon engineering teams focused on operations technology and AWS enterprise sales engineering support. Hourly estimates range from $66.00–$93.00 with the large metro adjustment. Texas's zero state income tax makes Dallas competitive for after-tax compensation, and the lower cost of living compared to coastal cities means the effective purchasing power of a Dallas-based Amazon SDE salary is higher than gross numbers alone suggest.

What is the Amazon Software Engineer salary in Seattle?

Seattle is Amazon's global headquarters and its largest engineering market. The calculator applies the maximum large metro adjustment, producing hourly estimates of $78.00–$112.00. Washington state has no income tax, which makes Seattle the single most favorable market for Amazon Software Engineer after-tax compensation. The concentration of Amazon's most critical engineering teams — retail, AWS core services, and Alexa — means the highest-level roles are disproportionately located here, pushing the upper salary boundary above any other market.

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