The conventional wisdom about software engineering employment goes something like this: tech companies hire engineers, and everyone else hires a few IT people to keep the lights on. That story was never fully true, but in 2026, it has become outright misleading. The industries hiring the most software engineers today are financial services, insurance, and developer tooling. Traditional tech companies -- the Googles and Metas of the world -- represent a shrinking share of total engineering demand.
What we are witnessing is the final stage of software eating the world. Every industry that handles data, processes transactions, or serves customers through digital channels now needs the same caliber of engineering talent that used to be concentrated in Silicon Valley. The difference is that these companies are hiring engineers to solve domain-specific problems -- building fraud detection systems for banks, modernizing claims processing for insurers, or training computer vision models for surgical robotics -- rather than building generic platforms.
This article draws on findjobs.dev's live index of 77,480 software engineering positions across 8,230 companies. We classified every listing into one of 17 industry categories based on the company's primary business. What follows is a detailed look at where the demand is, what it pays, and what it means for your career.
The Big Five: Where Most of the Jobs Are
Five industries account for over 46% of all indexed software engineering positions. These are not niche sectors or passing trends -- they represent durable, structural demand for engineering talent that will persist for years. If you are looking for the widest range of opportunities, the most competitive compensation, and the highest likelihood of finding a role that matches your skills, start here.
Fintech
9,905 jobsFinancial technology has been the single largest employer of software engineers in our index for three consecutive quarters, and it shows no signs of slowing down. The sector's dominance is driven by a confluence of factors: the ongoing digitization of traditional banking, explosive growth in real-time payments, the maturation of embedded finance (where non-financial companies offer banking services within their products), and the increasing regulatory complexity that demands sophisticated compliance automation.
What makes fintech particularly interesting for engineers is the sheer breadth of technical challenges. At companies like Stripe, Plaid, and Brex, you will find teams working on distributed transaction systems that must handle millions of operations per second with zero tolerance for data loss. At neobanks like Chime, Monzo, and N26, the challenge shifts toward building consumer-grade mobile experiences that rival the best in tech while meeting the stringent security requirements of a regulated financial institution. And at the infrastructure layer, companies like Marqeta, Modern Treasury, and Column are building the APIs and ledger systems that the rest of the industry depends on.
Compensation in fintech is among the highest across all industries. The combination of venture capital funding, revenue-generating business models, and intense competition for talent has pushed salaries to levels that rival Big Tech. Senior engineers at well-funded fintech companies routinely earn $180K-$220K base, with total compensation reaching $250K-$350K when equity is included. Remote-friendly policies are common, though the largest players (Stripe, Square) have shifted toward hybrid arrangements in recent years.
Insurance
8,432 jobsInsurance is the surprise contender in this ranking, and it tells a fascinating story about where engineering demand actually comes from. The sector's 8,432 listings make it the second-largest employer of software engineers in our index -- ahead of developer tools, healthcare, and AI/ML. This is not a statistical anomaly. It reflects one of the largest legacy modernization waves in enterprise technology history.
Insurance companies are sitting on decades of COBOL and mainframe-based systems that handle billions of dollars in premium calculations, claims processing, and actuarial modeling. They have no choice but to modernize. The regulatory environment is becoming more complex, customer expectations are being reset by digital-native insurtech competitors, and the data requirements for accurate underwriting are growing exponentially as telematics, IoT sensors, and genomic data enter the picture. Every major insurer -- from State Farm and Allstate to the global reinsurance giants like Swiss Re and Munich Re -- is hiring hundreds of engineers to rebuild these core systems.
The insurtech startups add another dimension to the market. Companies like Lemonade, Root, Hippo, and Coalition have raised billions collectively and are building insurance products from scratch on modern stacks. Their engineering organizations look more like fintech companies than traditional insurers, with microservices architectures, CI/CD pipelines, and machine learning models at the core. For engineers who want the stability of a massive, non-cyclical industry combined with genuinely challenging technical work, insurance is underrated. Salaries are competitive -- not quite at fintech levels, but senior engineers commonly see $165K-$195K base, and the work-life balance tends to be noticeably better than at venture-backed startups.
Developer Tools
7,171 jobsDeveloper tools occupy a unique position in the software industry: they are built by engineers, for engineers, and they tend to attract some of the strongest technical talent in the market. The 7,171 listings in our index span the full spectrum of the developer experience -- from source control and CI/CD (GitHub, GitLab, CircleCI) to observability and monitoring (Datadog, Grafana Labs, Honeycomb) to infrastructure-as-code (HashiCorp, Pulumi) to the rapidly expanding category of AI-powered coding assistants.
What distinguishes devtools companies as employers is the technical depth of the work. When your customers are other engineers, the bar for code quality, performance, and reliability is extraordinarily high. Datadog's engineering team, for example, is processing trillions of data points per day and must deliver sub-second query performance on petabytes of time-series data. GitLab operates one of the largest Ruby on Rails applications in the world while simultaneously managing a massive Golang-based runner infrastructure. These are not CRUD apps -- they are systems engineering challenges at genuine scale.
The devtools sector also leads in remote-friendly hiring. Companies like GitLab (fully remote since inception), Grafana Labs, Vercel, and Fly.io have built their organizations around distributed work. Our data shows that 42% of devtools listings are fully remote -- the highest share of any industry in our index. Compensation is strong, with senior engineers earning $185K-$215K base at well-funded companies, and the equity upside can be significant given that many devtools companies are still private and growing rapidly.
Healthcare
6,391 jobsHealthcare technology is in the midst of a generational transformation, and the numbers in our index tell the story clearly. With 6,391 active listings, healthcare is the fourth-largest employer of software engineers -- and the work spans an enormous range of technical challenges. From electronic health record systems and clinical decision support tools to telehealth platforms, medical device software, and the computational biology pipelines that power drug discovery, the healthcare sector needs engineers who can build reliable, secure, and compliant systems.
Compliance is the defining constraint of healthcare engineering. HIPAA in the US, GDPR in Europe, and various regional regulations mean that every system touching patient data must be designed with privacy and auditability from the ground up. This creates a premium for engineers who understand security, encryption, access control, and audit logging -- skills that translate well across industries. Companies like Epic Systems, Veeva, and Cerner (now Oracle Health) represent the enterprise end of the market, while digital health startups like Ro, Hims & Hers, Noom, and Tempus are building direct-to-consumer and clinical platforms on modern tech stacks.
The AI/ML overlap in healthcare is particularly notable. Computer vision for radiology, natural language processing for clinical notes, and predictive modeling for patient outcomes are among the most technically demanding applications of machine learning anywhere. Engineers working on these problems at companies like Tempus, PathAI, or Recursion Pharmaceuticals are doing work that is both technically interesting and genuinely impactful. Salaries have risen sharply as the sector competes with fintech and big tech for talent, with senior engineers now earning $170K-$200K base at well-funded health tech companies.
AI / Machine Learning
3,878 jobsAI and machine learning companies may rank fifth by raw listing count, but they dominate in two categories that matter enormously to engineers: compensation and growth rate. In absolute terms, AI/ML listings have grown faster than any other industry category over the past 12 months. The sector's relatively modest 3,878 listings reflect its nature -- these companies tend to be smaller, more research-oriented, and more selective in hiring -- but each listing typically represents a role with significant technical depth and above-market pay.
The AI/ML industry as we classify it includes pure-play AI companies (OpenAI, Anthropic, Cohere, Mistral), AI infrastructure providers (Hugging Face, Weights & Biases, Scale AI, Anyscale), and applied ML companies building domain-specific AI products. The technical work ranges from training foundation models at massive scale (requiring deep expertise in distributed systems, GPU programming, and numerical optimization) to building the tooling and infrastructure that makes AI development practical (MLOps, model serving, data pipelines, evaluation frameworks).
Compensation in AI/ML is the highest of any industry in our index by a significant margin. The war for AI talent has driven senior engineer salaries to $200K-$250K base at well-funded startups, with total compensation packages at frontier labs like OpenAI and Anthropic regularly exceeding $500K for experienced researchers and engineers. Even mid-level engineers with relevant experience can command $180K-$210K base. The sector is also among the most remote-friendly (38% of listings), partly because talent is scarce enough that companies cannot afford to limit themselves to a single metro area.
The Middle Tier: Steady Demand, Strong Fundamentals
Below the Big Five, three industries maintain significant and consistent demand for software engineers. These sectors may not dominate headlines, but they offer some of the most stable and well-compensated engineering careers available. Defense, e-commerce, and SaaS collectively represent over 5,700 active listings and tend to have lower turnover, longer tenures, and -- in the case of defense -- some of the most unique technical challenges in the industry.
Defense & Government Tech
2,548 jobsThe defense technology sector has undergone a remarkable transformation over the past five years. The old model -- large systems integrators like Lockheed Martin and Raytheon building monolithic programs over multi-year timelines -- still exists, but it has been joined by a new wave of venture-backed defense tech companies that operate more like Silicon Valley startups. Companies like Anduril, Shield AI, Palantir, and Rebellion Defense have attracted billions in funding and are actively competing with Big Tech for engineering talent.
Defense tech engineering is defined by two characteristics: extreme reliability requirements and a bias toward systems-level programming. When you are building software for autonomous drones, satellite communications, or battlefield intelligence systems, there is no tolerance for downtime and no room for the "move fast and break things" ethos. Engineers in this space tend to work in C++, Rust, Go, and Python, with heavy emphasis on embedded systems, real-time computing, and secure communications. The tradeoff is that most positions require US citizenship and security clearance, which limits the talent pool but also reduces competition for qualified candidates.
Compensation is strong and has risen sharply as defense startups compete with FAANG companies. Senior engineers at companies like Anduril and Palantir typically earn $185K-$210K base with significant equity upside. Traditional defense contractors pay less in base salary ($155K-$185K) but offer stability, defined benefit pensions, and strong benefits packages. Remote work is rare -- only 14% of defense listings are fully remote -- due to the classified nature of much of the work.
E-commerce
2,095 jobsE-commerce engineering has matured from building storefronts into a multi-layered discipline encompassing supply chain optimization, recommendation systems, payment processing, fraud detection, and real-time inventory management. The 2,095 listings in our index span direct-to-consumer brands, marketplace platforms, commerce infrastructure providers (Shopify, BigCommerce, Stripe), and logistics technology companies that enable e-commerce at scale.
The technical challenges are substantial: handling traffic spikes during flash sales, building personalization engines that serve millions of product recommendations per second, and maintaining sub-100ms page load times across a global CDN. Engineers here typically work with JavaScript/TypeScript on the frontend, Python or Go on the backend, and heavy use of cloud services for scalability. Compensation ranges from $160K-$190K for senior engineers, with remote work available in about 30% of listings.
SaaS
1,070 jobsThe SaaS category in our index captures companies whose primary business is selling subscription software to other businesses, excluding those that fit more specifically into fintech, devtools, or other vertical categories. This includes CRM platforms, project management tools, HR software, accounting systems, and the vast ecosystem of business productivity applications. The relatively modest listing count reflects our narrow classification -- many companies that might broadly be called "SaaS" are categorized under their specific vertical instead.
SaaS engineering roles tend to emphasize full-stack development, product engineering, and rapid iteration. The business model rewards speed-to-market and user experience, so engineers in this space often work closely with product and design teams. The technical work includes building multi-tenant architectures, implementing complex role-based access control, creating API ecosystems, and optimizing for the metrics that drive SaaS businesses -- activation rates, feature adoption, and churn reduction. Senior engineer compensation sits at $170K-$195K base, with 35% of listings offering full remote work.
Emerging Sectors: Recovery, Growth, and Opportunity
The smaller industries in our index are where some of the most interesting stories are playing out. Crypto is staging a cautious recovery after the devastation of 2022-2023. Clean tech is growing rapidly as climate legislation drives investment. And gaming, despite industry-wide layoffs at major studios, is seeing renewed hiring at the indie and mid-tier level. These sectors may be smaller, but they often offer unique technical challenges and the chance to work on problems that are genuinely different from the enterprise mainstream.
Crypto & Web3: The Cautious Recovery
With 639 active listings, crypto hiring is a fraction of its 2021 peak, but the numbers tell a story of recovery rather than further decline. The companies that survived the crypto winter -- exchanges like Coinbase and Kraken, DeFi protocols like Uniswap and Aave, and infrastructure providers like Alchemy and Infura -- have stabilized and are hiring again. The difference is that 2026 crypto hiring is focused on compliance, security, and institutional-grade infrastructure rather than the speculative consumer products that defined the last cycle.
Engineers in crypto work with some of the most technically demanding problems in software: distributed consensus algorithms, zero-knowledge proof systems, smart contract security, and high-frequency trading systems. Compensation remains strong at $185K-$220K for senior roles, often with significant token-based compensation. Crypto is also highly remote-friendly (41% of listings), reflecting the sector's decentralized ethos.
Clean Tech: Climate Legislation Drives Hiring
Clean technology, with 277 listings, is the fastest-growing category in percentage terms. The Inflation Reduction Act in the US, the EU Green Deal, and similar legislation worldwide have created a surge in venture funding for climate-focused companies. Engineers at clean tech companies work on energy grid optimization, battery management systems, carbon accounting platforms, electric vehicle charging networks, and climate risk modeling. The work often combines hardware and software challenges in ways that feel more like aerospace engineering than traditional web development.
Notable companies hiring include Redwood Materials, Form Energy, Crusoe Energy, and a growing ecosystem of climate-focused SaaS companies. Compensation is competitive at $165K-$190K for senior roles, and the sector attracts engineers who are motivated by mission as much as money.
Gaming: Indie and Mid-Tier Revival
Gaming's 458 listings represent a sector in transition. Major studios (EA, Activision, Ubisoft) conducted significant layoffs throughout 2024-2025, but the indie and mid-tier segment is expanding. The proliferation of game engines (Unreal, Unity, Godot), cross-platform distribution, and the growth of live-service games has created demand for engineers who can build backend systems, matchmaking infrastructure, and content delivery pipelines. C++, C#, and Rust are the dominant languages, and the work is almost entirely onsite (only 18% remote), concentrated in traditional gaming hubs like Los Angeles, Montreal, Tokyo, and Stockholm.
Which Industries Pay the Most?
Compensation varies significantly across industries, and the differences are larger than most engineers realize. The highest-paying sector, AI/ML, offers median senior engineer salaries that are $40,000 higher than the lowest-paying sectors. But raw salary numbers only tell part of the story -- equity, benefits, work-life balance, and career growth potential all factor into the total value of a position.
A note on total compensation: These figures represent base salary only. In AI/ML and fintech, equity can add 40-100% to total compensation at well-funded companies. In insurance and healthcare, bonuses (typically 10-20% of base) are more common than equity. Defense contractors often offer defined benefit pensions and generous 401(k) matches that add significant long-term value.
Which Industries Are Most Remote-Friendly?
Remote work availability varies dramatically by industry, and the pattern reveals something about each sector's culture, security requirements, and organizational maturity. Developer tools companies lead the pack with 42% of listings offering full remote work, reflecting a sector that was built on distributed collaboration tools and often practices what it sells. At the other end, defense (14%) and gaming (18%) are the most office-centric, driven by security clearance requirements and the collaborative nature of game development respectively.
| Industry | Remote % | Hybrid % | Onsite % |
|---|---|---|---|
| Developer Tools | 42% | 28% | 30% |
| Crypto / Web3 | 41% | 22% | 37% |
| AI / ML | 38% | 30% | 32% |
| SaaS | 35% | 30% | 35% |
| Fintech | 34% | 26% | 40% |
| Healthcare | 31% | 28% | 41% |
| E-commerce | 30% | 27% | 43% |
| EdTech | 30% | 32% | 38% |
| Insurance | 28% | 30% | 42% |
| Clean Tech | 24% | 26% | 50% |
| Gaming | 18% | 22% | 60% |
| Defense | 14% | 18% | 68% |
The correlation between remote work and compensation is worth noting. Industries with higher remote percentages tend to pay more -- not because remote work itself drives higher pay, but because these industries (devtools, AI/ML, crypto) are competing for the same global talent pool and must offer competitive compensation regardless of location. Defense is the notable exception: it pays well despite being overwhelmingly onsite, because security clearance requirements create a constrained talent market.
Which Industries Are Growing Fastest?
Growth rates tell a different story than raw listing counts. The largest industries by volume are not necessarily the ones expanding most rapidly. We measured quarter-over-quarter growth in unique listings to identify which sectors are accelerating their hiring.
The growth pattern reveals a broader trend: the industries expanding fastest are those at the intersection of technology and critical infrastructure. Clean energy, national security, AI systems, and cybersecurity are all areas where software is becoming more essential to society's functioning. Engineers who position themselves in these growing sectors are likely to see increasing demand for their skills and steadily rising compensation over the coming years.
The insurance paradox: Despite being the second-largest employer of software engineers, insurance's growth rate is essentially flat (+3% QoQ). This reflects the nature of insurance tech hiring -- it is a massive, sustained wave of modernization rather than a spike. The jobs are not growing because they were already there in large numbers. For engineers, this means the opportunity is real and persistent, even if it does not generate the same excitement as the latest AI startup.
Full Industry Comparison
| Industry | Jobs | Sr. Salary | Remote | Growth |
|---|---|---|---|---|
| Fintech | 9,905 | $195K | 34% | +8% |
| Insurance | 8,432 | $178K | 28% | +3% |
| DevTools | 7,171 | $192K | 42% | +9% |
| Healthcare | 6,391 | $182K | 31% | +11% |
| AI / ML | 3,878 | $218K | 38% | +28% |
| Defense | 2,548 | $190K | 14% | +19% |
| E-commerce | 2,095 | $175K | 30% | +5% |
| SaaS | 1,070 | $180K | 35% | +7% |
| Logistics | 671 | $168K | 22% | +6% |
| Crypto / Web3 | 639 | $188K | 41% | +15% |
| Gaming | 458 | $165K | 18% | -4% |
| Media | 429 | $162K | 26% | -2% |
| Cybersecurity | 329 | $172K | 33% | +22% |
| Clean Tech | 277 | $170K | 24% | +34% |
| EdTech | 230 | $160K | 30% | +4% |
| Automotive | 208 | $168K | 16% | +10% |
| AdTech | 156 | $174K | 29% | +1% |
Methodology
Industry classifications are assigned based on each company's primary business activity, using a combination of company self-description, Crunchbase category data, and manual review. A company is assigned to exactly one industry category. Companies that could fit multiple categories (e.g., a fintech company that also does AI) are assigned to the category that best describes their primary revenue-generating activity.
Salary data is reported only when the original listing includes explicit compensation information. We do not estimate or impute salaries. All figures represent annual base compensation in USD. Listings in other currencies are converted at the time of indexing. Growth rates represent quarter-over-quarter changes in unique active listing counts and may be subject to seasonal variation.
Remote work classification is based on explicit statements in the listing. Listings that mention "remote" without qualification are classified as remote. Listings specifying a mix of office and remote days are classified as hybrid. All remaining listings are classified as onsite. When a listing does not specify work arrangement, it is excluded from remote/hybrid/onsite calculations.