5 High-Paying Majors You've Never Heard of (But Should Consider)

Major One: Actuarial Science

Actuarial science is the discipline of measuring and managing risk using mathematics, statistics, and financial theory. Actuaries work primarily in insurance, pension management, and financial services, building the models that determine insurance premiums, pension fund adequacy, and financial risk exposure for large organizations.

The career path requires passing a series of professional examinations administered by the Society of Actuaries or the Casualty Actuarial Society — the actuarial exams — alongside the undergraduate degree. The exam process is demanding: each exam requires hundreds of hours of preparation, and passing the full sequence takes most actuaries five to ten years of working experience alongside the exam preparation. The compensation system rewards each exam passed with meaningful salary increases, which creates the unusual dynamic of actuarial salaries increasing substantially throughout the early career period in ways that most professional salaries do not.

The numbers: the Bureau of Labor Statistics reports median actuarial salaries of approximately one hundred and fifteen thousand dollars per year, with experienced credentialed actuaries earning significantly more. The job growth projection is above average. The supply of qualified actuaries is constrained by the difficulty of the credential path, which means demand regularly exceeds supply in ways that sustain premium compensation.

Universities with strong actuarial science programs include the University of Illinois, the University of Wisconsin-Madison, Penn State, and several others that the Society of Actuaries designates as Centers of Actuarial Excellence — a designation worth checking when evaluating programs.

The student this major is right for: someone with genuine strength in mathematics and statistics who is also interested in the business applications of quantitative analysis. The exam requirement is not optional and not casual — actuarial candidates who underestimate the exam difficulty face a career path that stalls at the credential level below the best compensation.

Major Two: Petroleum Engineering

Petroleum engineering is the engineering discipline focused on the extraction of oil and gas from underground reservoirs — the design of wells, the optimization of extraction processes, and the management of reservoir pressure and flow. It is one of the highest-paid undergraduate degrees in the United States by median starting salary.

The immediate objection is obvious: oil and gas. The industry is contracting relative to its peak, faces long-term headwinds from the energy transition, and is associated with environmental concerns that create reputational friction for some students. These concerns are real and worth incorporating into a career decision.

The case for the major alongside these concerns: petroleum engineers are among the best-compensated engineers at the bachelor's degree level, with median starting salaries above eighty thousand dollars and experienced engineers earning well into six figures and beyond in strong cycles. The skill set — reservoir modeling, fluid dynamics, subsurface engineering — transfers to geothermal energy development, carbon capture and storage, and subsurface hydrogen storage, which are growth areas of the energy transition. Universities with petroleum engineering programs including the University of Texas at Austin, Colorado School of Mines, and Texas A&M have responded to the energy transition by broadening their curricula toward energy engineering more generally.

The honest career advice: petroleum engineering requires accepting commodity cycle risk — compensation and hiring fluctuate with oil prices in ways that other engineering disciplines do not. Students who choose this major should have a clear-eyed view of the industry cycles and a plan for how their skills translate to adjacent sectors if the oil and gas market contracts during their early career.

Major Three: Supply Chain Management

Supply chain management is the discipline of designing, managing, and optimizing the systems that move products from raw materials to end consumers — procurement, logistics, inventory management, demand forecasting, and supplier relationship management. It sits at the intersection of operations, data analytics, and business strategy.

The COVID-19 pandemic made supply chain disruption a front-page story and accelerated corporate investment in supply chain capability in ways that have permanently elevated the strategic importance of the function. Organizations that previously treated supply chain as a back-office operational function have elevated it to C-suite visibility. The Chief Supply Chain Officer role, which barely existed at most companies a decade ago, is now standard at major manufacturers, retailers, and technology companies.

The salary profile: the Association for Supply Chain Management's compensation surveys show median total compensation for supply chain professionals with five to ten years of experience in the eighty-five thousand to one hundred and fifteen thousand dollar range, with significant variation by industry and geography. Technology companies and pharmaceutical manufacturers pay at the high end of this range. Consumer goods companies pay at the middle. The trajectory to senior supply chain roles — Vice President of Supply Chain, Chief Supply Chain Officer — reaches compensation levels competitive with other C-suite positions.

Major universities offering strong supply chain programs include Michigan State University (one of the most highly regarded programs in the field), Penn State, Arizona State, and Ohio State. The major is sometimes housed within business schools as operations management and sometimes within engineering schools as industrial and systems engineering — both paths lead to the same professional outcomes.

Major Four: Computational Linguistics

Computational linguistics sits at the intersection of linguistics — the scientific study of language — and computer science, specifically the development of systems that process, understand, and generate human language. It is the academic field that underlies natural language processing, speech recognition, machine translation, and the large language models that have become a significant part of the AI landscape.

The AI development cycle has created exceptional demand for people who understand both the linguistic and computational dimensions of language systems. Most software engineers working on AI products do not have formal linguistics training. Most linguists do not have the computational skills to work directly on AI systems. Computational linguists occupy the intersection with skills that both communities lack.

Job titles that computational linguistics graduates enter: natural language processing engineer, computational linguist at AI companies, machine translation specialist, speech and language data annotator and manager, and AI product manager with language domain expertise. Employers include the major AI companies — Google, Microsoft, Meta, Apple, Anthropic — alongside government intelligence agencies, financial institutions processing large volumes of text, and healthcare companies managing clinical documentation.

Salary data for this major is less standardized because the field feeds into multiple job categories, but NLP engineers and computational linguists at major technology companies earn in the one hundred thousand to one hundred and sixty thousand dollar range at early career levels in strong markets. Programs at the University of Washington, Carnegie Mellon, Stanford, MIT, and the University of Edinburgh (for international students) are among the strongest.

Major Five: Environmental Engineering

Environmental engineering is the engineering discipline focused on protecting and improving environmental quality — designing systems for water treatment, air pollution control, hazardous waste remediation, and sustainable infrastructure. It combines civil engineering, chemistry, and environmental science with the professional engineering credential path.

The regulatory and investment environment for environmental engineering has expanded in ways that create above-average job growth projections. The Infrastructure Investment and Jobs Act directed significant funding toward water system improvements, environmental remediation, and climate resilience infrastructure. Corporate ESG commitments have increased demand for environmental engineering expertise within private sector organizations. And the long-term trajectory of climate adaptation — designing infrastructure that functions under changed temperature, precipitation, and sea level conditions — represents a growing area of practice.

Median salaries for environmental engineers are in the ninety thousand dollar range, below petroleum engineering but competitive with other civil and environmental engineering disciplines and significantly above many non-engineering environmental science careers. The professional engineer licensure path — passing the Fundamentals of Engineering exam and then the Professional Engineer exam after several years of experience — enhances earning potential and opens certain project types that require licensed engineers by regulation.

High-Paying Underheard Majors Compared

Frequently Asked Questions

How do I know if one of these majors is right for me if I have never been exposed to the field?

The most reliable path to evaluating an unfamiliar major is direct exposure before committing. For actuarial science, the Society of Actuaries offers free introductory materials and the first exam can be attempted before or during college — taking the first exam gives you direct information about whether the mathematical work is engaging or punishing. For supply chain, summer internships or part-time logistics work provide direct exposure to what the field looks and feels like in practice. For computational linguistics, working through an online NLP course or tutorial project reveals whether the combination of language analysis and programming is engaging. For all of these majors, reaching out to two or three practitioners through LinkedIn for brief informational conversations is the most time-efficient exposure method available.

Is it risky to choose a less well-known major when graduate school is a possibility?

The name recognition concern for graduate school admissions is less significant than most students fear for most programs. Graduate admissions in most fields evaluate undergraduate GPA, research experience, recommendations, and personal statement more heavily than the specific major name. An actuarial science undergraduate who wants an MBA will be evaluated on the same criteria as a business undergraduate. A computational linguistics undergraduate applying to a CS PhD program will need to demonstrate mathematical preparation, which the major provides. The specific case where major name recognition matters more is for professional programs — law school admissions, medical school admissions — where the pre-professional course requirements are the primary concern rather than the major name.

Do these majors provide enough flexibility if I decide to change direction mid-career?

The flexibility varies by major. Supply chain management builds skills — data analysis, process optimization, stakeholder management — that transfer broadly across industries and into general management roles. Actuarial science builds quantitative and modeling skills that transfer to data science, financial analysis, and risk management roles outside insurance. Computational linguistics increasingly transfers to any role involving AI system development or evaluation. Petroleum engineering transfers most directly to adjacent energy engineering roles, with more friction for transfers into unrelated fields. Environmental engineering transfers across the environmental consulting, government, and corporate sustainability practice areas. None of these majors leave graduates trapped, but the breadth of transfer varies and is worth considering relative to your tolerance for career path commitment.

What if the university I want to attend does not offer one of these specific majors?

For majors like computational linguistics that are not offered at all universities, adjacent programs — linguistics with a CS minor, or CS with a linguistics focus — can achieve similar preparation if you supplement with relevant coursework and independent projects. For actuarial science, mathematics or statistics programs with actuarial science coursework and exam preparation are a genuine alternative at universities without dedicated actuarial programs. For supply chain management, operations management within a business school or industrial engineering in an engineering school covers most of the same content under different names. The career outcome often matters more than the major name, and the specific coursework and experiences you build are more controllable than whether your university offers a specific major name.

The most famous majors are not always the highest-return majors — they are the ones that college counselors know how to talk about and that students feel confident choosing because the path is familiar. The five majors in this article offer above-average compensation, genuine professional demand, and the specific advantage of being underenrolled relative to available opportunities.

Actuarial science for the mathematically rigorous who want quantitative work applied to real business problems. Petroleum engineering for those who can tolerate industry cycle risk in exchange for exceptional starting compensation. Supply chain management for those interested in the operational and strategic challenge of moving physical things through complex global systems. Computational linguistics for those at the intersection of language and computing at the exact moment that intersection matters most. Environmental engineering for those who want to work on infrastructure problems with long-term societal significance.

None of these choices is for everyone.

All of them are for someone.

The question is whether you are that someone and whether the major that matches you has been in your consideration set.

Now it is.