What Is a Cybersecurity Analytics Degree?

A Cybersecurity Analytics degree gives students the skills to combat cyber threats using big data approaches.

Specifically, a cybersecurity analytics degree goes beyond traditional cybersecurity coursework by adding statistics, scripting, and machine learning. That way, graduates can analyze massive volumes of log and network data to detect, investigate, and neutralize attacks.

Like with many cybersecurity roles, there’s high demand for trained professionals that know how to use big data to aid cybersecurity operations.

Cybersecurity Analytics Degree Program Structure

Cybersecurity analytics programs combine data analysis, scripting, and threat intelligence into a security framework.

Bachelor’s In Cybersecurity Analytics

Course titles vary by school, but a typical four-year bachelor’s program looks like this:

Year 1: Foundations

Year 2: Technical Core

Year 3: Security Analytics Core

Year 4: Specialization and Capstone

Many programs map coursework to industry certifications such as CompTIA Security+ and CySA+.

Master’s In Cybersecurity Analytics

Master’s degrees in cybersecurity analytics typically require 30–36 credits to complete. Full-time students finish in 12–18 months; part-time students take about two years. Applicants with a non technical bachelor’s may need bridge courses in programming, networking, and statistics before starting a program.

Year 1

Year 2

Cybersecurity Analytics vs. Traditional Cybersecurity Degree

Both degrees can prepare students for cybersecurity careers, but they take different approaches to identifying and combating threats. A cybersecurity analytics B.S. is more data-driven, while a traditional online cybersecurity B.S. places more emphasis on hands-on system and network defense.

Cybersecurity Analytics Degree Career Path and Job Opportunities

New graduates with a cybersecurity analytics bachelor’s degree typically start their career with roles such as information security analyst, Tier 1 or Tier 2 SOC analyst, threat intelligence analyst, cybersecurity engineer, malware analyst, or cyber risk analyst.

Among all cybersecurity roles, information security analysts are the fastest-growing positions across the entire job market.

Based on the latest Bureau of Labor Statistics projections, employment of information security analysts is expected to grow 21% from 2025 to 2035, much faster than the average for all occupations.

That works out to about 14,100 openings each year and ranks information security analysts 12th on the BLS list of the 20 fastest-growing occupations in the United States.

The rise in the number of cyber attacks is a primary driver of increased demand for cybersecurity analysts. Microsoft has recently estimated there were 600 million cyberattacks per day globally. 

Plus, there’s a global talent shortage in cybersecurity to address this growing demand. 

CyberSeek reports that only 74 cybersecurity professionals exist for every 100 job openings. This has changed significantly over the past 15 years. 

In 2010, there were 154 cybersecurity professionals for every 100 job openings. That means the demand for qualified cybersecurity talent has increased by 108.1%. 

Google Trends data also supports the demand for cybersecurity talent, as interest in “cybersecurity analyst” has steadily risen over the past five years. 

In order to acquire the skills needed for many cybersecurity analyst positions, students need a program that prepares them for the job market by teaching in-demand skills.

According to the 2025 Future of Jobs Report by WEF, three of the top 10 fastest-growing skills between 2025 and 2030, including the top two, are AI and Big Data, Networks and Cybersecurity, and Analytical Thinking.

All three of these core skills are heavily covered in most cybersecurity analytics degree programs. 

For example, the University of Texas at San Antonio’s B.S. in Applied Cyber Analytics prepares students with hands-on skills in cybersecurity operations, advanced data analysis techniques, and policy-driven decision making.

Its cybersecurity core covers networking, security architecture, and intrusion detection; the analytics sequence includes Cyber Analytics I & II, Cyber Policy Analytics, and Data Science; and students work with data modeling, visualization, Python, AI, and machine learning.

Deloitte is hiring a Cyber Analyst with no prior experience. The position is open to new graduates with a starting salary of $85,000 per year. 

Requirements for this position include a bachelor’s degree in cybersecurity, data analytics, or a related field of study. It also requires strong academic performance with a minimum 3.0 GPA. 

Similarly, General Dynamics Information Technology is hiring a Cyber Security Analyst with a salary range of $82,300 to $111,300 per year. 

Qualified candidates must have a BA or BS in cybersecurity (or a related field) and 1+ years of relevant experience.

Cybersecurity Analytics Degree Career Outlook and Earning Potential

Based on the latest BLS data, the median annual salary for information security analysts is $129,180 per year (May 2025).

Indeed 2026 data also estimates that cybersecurity analysts earn an average annual salary of $99,256 in the United States.

But hiring and salaries vary widely depending on experience and degree type. For instance, 60% of cybersecurity jobs require a 4-year degree or higher. 

The earning potential for cybersecurity analytics degree graduates depends on experience. Here’s a look at what graduates can expect as they grow within the cybersecurity field: 

Entry-level professionals with 0–2 years of experience can use the $129,180 median salary for information security analysts as one benchmark, based on BLS data. Glassdoor estimates slightly lower salaries for entry-level cybersecurity analysts: approximately $104,000 per year with 0–1 years of experience and $113,000 with 1–3 years of experience.

At the mid level, with 3–5 years of experience, salaries typically climb to $120,000–$150,000, particularly in roles requiring threat intelligence or advanced analytics expertise. With certifications and specialized experience, many professionals reach the high end of this range. For example, Glassdoor estimates that a threat intelligence analyst with 4–6 years of experience earns $150,000 annually.

Advanced roles such as security engineer, architect, or manager typically pay $130,000–$180,000 or more, especially when they include leadership responsibilities or work at a large organization. Senior security managers or CISOs can see total compensation exceed $200,000. According to Glassdoor, senior security managers earn a median annual salary of $213,000 in the United States.

For example, Adobe is hiring a Senior Security Manager with a salary range between $128,100 and $245,300. 

The job requires a bachelor’s degree, at least 10 years of related work experience, and 5 years in corporate security management.

Career Trajectory and Earning Potential Example:

The transition from analyst to engineer or manager can be accelerated by earning certifications (e.g., CISSP, GIAC), demonstrating proficiency in analytics tools (Splunk, SIEM, Tableau), and gaining leadership experience.

Comparing the Cost of Cybersecurity Analytics Degree Programs

The Programs.com team analyzed 25 cybersecurity analytics programs in the United States. Here’s what we found:

Examples of Cybersecurity Analytics Bachelor’s Degree Tuition

InstitutionInstitution TypeProgram NameFormatCreditsTotal TuitionCAE-CD?
University of Texas at San AntonioPublicApplied Cyber Analytics Bachelor’s DegreeCampus120$45,904 in-state | $113,272 out-of-stateYes
Virginia TechPublicCybersecurity Management and Analytics majorCampus125$50,750 in-state | $133,250 out-of-stateYes
Penn State BeaverPublicCybersecurity Analytics and Operations (B.S)Hybrid120$48,120 in-state | $81,960 out-of-stateYes
Penn State Greater AlleghenyPublicCybersecurity Analytics and Operations (B.S)Hybrid120$53,040 in-state | $90,480 out-of-stateYes
Penn State BrandywinePublicCybersecurity Analytics and Operations (B.S)Hybrid120$53,640 in-state | $90,840 out-of-stateYes
Anderson UniversityPrivateCybersecurity & Analytics (BS)Campus121$136,004Yes
Capitol Technology UniversityPrivateBS in AI-Driven Cyber AnalyticsOnline120$56,040Yes
Champlain CollegePrivateBS in Cybersecurity with Analytics EmphasisOnline120$40,200Yes
DePaul UniversityPrivateBS in Cybersecurity with Data Analytics ConcentrationCampus120$66,600Yes
Utica UniversityPrivateBS in Cybersecurity with Data Analytics SpecializationOnline120$57,000Yes

Examples of Cybersecurity Analytics Master’s Degree Tuition

InstitutionInstitution TypeProgram NameFormatCreditsTotal TuitionCAE-CD?
University of South FloridaPublicM.S. Cybersecurity Intelligence and Information SecurityCampus33$11,484 in-state | $14,223 out-of-stateYes
Western Kentucky UniversityPublicMaster of Science in Cybersecurity Data AnalyticsOnline30$18,210 in-state | $27,510 out-of-stateNo
The University of New MexicoPublicMaster’s in Cybersecurity and Business AnalyticsOnline33$26,565Yes
West Virginia UniversityPublicBusiness Cybersecurity Management M.S.Online30$28,950Yes
California State University, San BernardinoPublicMaster of Science in Cybersecurity and AnalyticsOnline30$36,000Yes
Champlain CollegePrivateMaster’s Degree in Cybersecurity AnalyticsOnline30$17,850Yes
St Thomas UniversityPrivateMaster of Science in Cybersecurity & AnalyticsCampus30$18,750No
Capitol Technology UniversityPrivateMaster of Science in Cyber AnalyticsOnline36$22,680Yes
Webster UniversityPrivateCybersecurity (MS) with Emphasis in Data AnalyticsOnline & Campus39$29,328Yes
The George Washington UniversityPrivateMaster of Engineering in Cybersecurity AnalyticsOnline30$36,000Yes

Top 10 Cybersecurity Analytics Bachelor’s Degree Programs

  • B.S. in Cybersecurity & Analytics (campus)
  • Estimated tuition: $136,004 ($1,124/credit)
  • Typical length: 4 years
  • Accreditation: SACSCOC
  • Credits: 121
  • Best for: Campus-based cyber + analytics degree

Anderson University’s B.S. in Cybersecurity & Analytics integrates cybersecurity with analytics in order to prepare graduates for careers in cyber analysis, security operations, and threat intelligence. The program is CAE-CD-designated, and its curriculum combines cybersecurity theory with hands-on analytics work. This is an approach the university credits with strong placement outcomes in SOC, cyber analyst, and threat intelligence roles. It’s a campus-based degree at a private university in Anderson, South Carolina, and the priciest option on this list at $136,004 for four years.

  • B.S. in Applied Cyber Analytics (campus)
  • Estimated tuition: $45,904 in-state | $113,272 out-of-state (2026–27 tuition and fees)
  • Typical length: 4 years
  • Accreditation: SACSCOC
  • Credits: 120
  • Best for: Texas residents; triple CAE designation

UTSA’s B.S. in Applied Cyber Analytics pairs the university’s cybersecurity core with data science courses from the College of AI, Cyber and Computing. UTSA holds CAE-CD, CAE-R, and CAE-CO designations, and the analytics sequence runs through Cyber Analytics I and II. Hands-on experience and interdisciplinary research prepare graduates for cyber analyst, threat intelligence analyst, and security operations roles. Automatic merit scholarships can allow non-resident students to pay in-state rates, and UTSA covers tuition and mandatory fees for eligible low- and middle-income Texas families.

  • B.S. in Business, Cybersecurity Management & Analytics major (campus)
  • Estimated tuition: $50,750 in-state | $133,250 out-of-state
  • Typical length: 4 years
  • Accreditation: SACSCOC; AACSB (Pamplin College of Business)
  • Credits: 125
  • Best for: Business-side security management roles

Virginia Tech’s Cybersecurity Management and Analytics (CMA) major resides in the Pamplin College of Business’s Business Information Technology department and teaches students how to work in the intersection of cybersecurity, data analytics, and business management. In general, the program focuses on the strategic side of security: risk management, security policy and oversight, and organizational resilience. BIT is the most recruited major on campus, with a 95% placement rate and a median starting salary of $68,000. The CAE-CD-designated program follows a 125-credit curriculum, and a hybrid/online option in Northern Virginia lets community college transfers finish a Virginia Tech degree in the D.C. area.

  • B.S. in Cybersecurity Analytics and Operations (online)
  • Estimated tuition: $80,160 ($644–$692/credit, 2026–27)
  • Typical length: 4 years
  • Accreditation: MSCHE
  • Credits: 120
  • Best for: Fully online learners

Delivered fully online through Penn State’s College of IST, the B.S. in Cybersecurity Analytics and Operations program will teach you cyber defense, analytics, visualization, and risk analysis. Specific coursework covers incident handling, network security, cyber forensics, and statistics for security and risk analysis. An internship is built into the major, and students pick an application focus such as law and policy, economics, geopolitics, or health care. The program is CAE-CD-designated, and Penn State World Campus ranks among U.S. News’ Best Online Bachelor’s Programs for 2026. Strong undergrad students can add the master’s through an integrated B.S./M.P.S. path that double-counts up to 12 credits.

  • B.S. in AI-Driven Cyber Analytics (online)
  • Estimated tuition: $56,040 ($467/credit)
  • Typical length: 4 years
  • Accreditation: MSCHE
  • Credits: 120
  • Best for: AI-focused cyber analytics near D.C.

Capitol Technology University’s online B.S. in AI-Driven Cyber Analytics (previously the B.S. in Cyber Analytics) teaches students to use AI and machine learning to identify abnormal behavior across networks, systems, and user activity. As a student in this program you’ll also use log analysis, vulnerability scanning, penetration testing, cryptography, digital forensics, and malware analysis. Capitol is a National Center of Academic Excellence in Cyber Defense, which keeps class sizes small. They also back graduates with the Capitol Commitment, a pledge that graduates find a job within 90 days of graduation. Its location between Baltimore and Washington, D.C. (dense with defense contractors and government agencies, the exact organizations that tend to hire cybersecurity analytics graduates).

  • B.S. in Cybersecurity, Analytics emphasis (online)
  • Estimated tuition: $40,200 ($335/credit)
  • Typical length: 4 years
  • Accreditation: NECHE
  • Credits: 120
  • Best for: Online learners who want the analytics track

Champlain College Online’s B.S. in Cybersecurity with an analytics emphasis leans into data analysis, machine learning, and threat detection rather than pure network defense. The program is CAE-CD-designated and delivered entirely online, which helps adult learners continue working while they study. Champlain reports that 93% of graduates are employed in relevant roles, with average salaries above $85,000. At $796 per credit, it’s the most expensive online bachelor’s on this list.

  • B.S. in Cybersecurity (campus)
  • Estimated tuition: $25,680 in-state | $54,720 out-of-state
  • Typical length: 4 years
  • Accreditation: SACSCOC; ABET (Computing Accreditation Commission)
  • Credits: 120
  • Best for: Low in-state cost; ABET-accredited program

Students in the University of South Florida’s B.S. in Cybersecurity learn to defend against cyberattacks, safeguard sensitive data, and anticipate adversaries’ strategies. The program is CAE-CD-designated and accredited by ABET’s Computing Accreditation Commission, and it draws on the resources of the new Bellini College of Artificial Intelligence, Cybersecurity and Computing: hands-on labs, industry and government partnerships, and internships that many students start as early as sophomore year. More than 90% of graduates land roles in cybersecurity intelligence and information security, with average starting salaries above $75,000.

  • B.S. in Cybersecurity Analytics and Operations (hybrid)
  • Estimated tuition: $48,120 in-state | $81,960 out-of-state ($401/$683 per credit)
  • Typical length: 4 years
  • Accreditation: MSCHE
  • Credits: 120
  • Best for: Hybrid study near Pittsburgh with internships and co-ops

Penn State Beaver offers the B.S. in Cybersecurity Analytics and Operations in a hybrid format that mixes on-campus and online courses. The College of IST curriculum is heavy in topics like cyber defense, analytics, visualization, and risk analysis, and the CAE-CD-designated program pairs interdisciplinary coursework with internships and co-op opportunities. Ninety-two percent of graduates secure relevant roles within six months, with average starting salaries above $82,000 per year.

  • B.S. in Cybersecurity Analytics and Operations (hybrid)
  • Estimated tuition: $53,640 in-state | $90,840 out-of-state ($447/$757 per credit)
  • Typical length: 4 years
  • Accreditation: MSCHE
  • Credits: 120
  • Best for: Hybrid study with access to Philadelphia employers

At Penn State Brandywine, the Cybersecurity Analytics and Operations B.S. is built on the same College of IST curriculum used across Penn State’s campuses. The program is CAE-CD-designated and offered in a hybrid format. Brandywine’s location outside Philadelphia puts students close to the city’s tech employers and the broader Penn State network, and recent graduates have moved into roles such as threat intelligence analyst at Comcast and cybersecurity consultant at Deloitte.

  • B.S. in Cybersecurity Analytics and Operations (hybrid)
  • Estimated tuition: $53,040 in-state | $90,480 out-of-state ($442/$754 per credit)
  • Typical length: 4 years
  • Accreditation: MSCHE
  • Credits: 120
  • Best for: Hands-on career support and the Pittsburgh job market

Penn State Greater Allegheny’s hybrid B.S. in Cybersecurity Analytics and Operations emphasizes analytics, cyber defense, and data visualization while preparing students for industry certifications such as CompTIA Security+. Like the other Penn State campuses, it is CAE-CD-designated and follows the College of IST curriculum. Career support is the differentiator: professional brand development, interview coaching, and access to Pittsburgh’s growing cybersecurity market, which helps more than 90% of graduates secure relevant roles within six months.

Top 10 Cybersecurity Analytics Master’s Degree Programs

  • M.P.S. in Cybersecurity Analytics and Operations (online)
  • Estimated tuition: $34,221 ($1,037/credit)
  • Typical length: 1–2 years
  • Accreditation: MSCHE
  • Credits: 33
  • Best for: Working professionals who want customizable electives

Penn State World Campus delivers its Master of Professional Studies in Cybersecurity Analytics and Operations online, with core courses in IT, cybersecurity, and network management plus a customizable slate of electives. The program is CAE-CD-designated and taught by experienced practitioners; the graduate bulletin lists the full course plan. Flexible pacing lets students finish in one to two years, and related graduate certificates can stack toward the degree. Eighty-six percent of alumni are employed within six months, in roles spanning cybersecurity project management and intelligence.

  • M.S. in Cybersecurity Data Analytics (online)
  • Estimated tuition: $18,210 in-state | $27,510 out-of-state
  • Typical length: 1–2 years
  • Accreditation: SACSCOC; AACSB (Gordon Ford College of Business)
  • Credits: 30
  • Best for: Low-cost, data-analytics-heavy online master’s

Western Kentucky University’s online M.S. in Cybersecurity Data Analytics is one of the least expensive programs on this list at $18,210 for Kentucky residents. Housed in the AACSB-accredited Gordon Ford College of Business, it emphasizes data analytics applied to cybersecurity and closes with a capstone project for applied experience. The online format is designed for professionals balancing coursework with a job, and graduates have moved into cybersecurity data analysis and risk management roles with average salaries above $120,000.

  • M.S. in Cybersecurity and Business Analytics (online)
  • Estimated tuition: $26,565 ($805/credit)
  • Typical length: 1–2 years
  • Accreditation: HLC; AACSB (Anderson School of Management)
  • Credits: 33
  • Best for: Business analytics and cybersecurity crossover

The University of New Mexico’s online M.S. in Cybersecurity and Business Analytics is a business-school degree, offered through the AACSB-accredited Anderson School of Management, that integrates cybersecurity with business analytics and puts real-world applications—including AI tools—at the center of the coursework. UNM is CAE-R designated. The 33-credit program can be completed in one to two years, and its online delivery is built around working professionals. More than 90% of graduates are employed in business analytics and cybersecurity management roles, with average salaries above $110,000.

  • M.S. in Business Cybersecurity Management (online)
  • Estimated tuition: $28,950 ($965/credit)
  • Typical length: 1–2 years
  • Accreditation: HLC; AACSB (Chambers College of Business and Economics)
  • Credits: 30
  • Best for: Business-focused cybersecurity management

West Virginia University’s online M.S. in Business Cybersecurity Management approaches security from the business side, with tracks in policy and analytics, a practicum, and industry partnerships that supply real-world project work. Offered through the AACSB-accredited Chambers College of Business and Economics, the program carries both CAE-CD and CAE-R designations. Placement rates are high in cybersecurity management and threat analysis roles, with average starting salaries above $125,000, and the 30 credits are designed to fit around a full-time job.

  • M.S. in Cybersecurity and Analytics (online)
  • Estimated tuition: $36,000 ($1,200/credit)
  • Typical length: 18 months
  • Accreditation: WSCUC
  • Credits: 30
  • Best for: Structured 18-month online cohort

California State University, San Bernardino’s online M.S. in Cybersecurity and Analytics is built as an 18-month program that blends cybersecurity and analytics, with courses in risk management and penetration testing and a capstone project at the end. CSUSB is CAE-CD-designated, and the program combines practical skills with analytical training for information security analyst and threat detection roles, where it cites 32% projected job growth and average salaries above $130,000. At $1,200 per credit, it’s priced at the high end for a public university.

  • M.S. in Cybersecurity Analytics (online)
  • Estimated tuition: $17,850 ($595/credit)
  • Typical length: 10 months
  • Accreditation: NECHE
  • Credits: 30
  • Best for: Fastest completion time

Champlain College Online’s accelerated M.S. in Cybersecurity Analytics can be finished in 10 months, the fastest completion time on this list, and at $17,850 it’s also among the cheapest. Coursework emphasizes hands-on experience with industry tools, machine learning, AI, and data visualization, and ends with a capstone project. The program is CAE-CD-designated and offers preferred tuition rates for alumni and military students. Graduates typically target cybersecurity data analyst and threat intelligence specialist roles.

  • M.S. in Cyber Security and Analytics (campus, evening)
  • Estimated tuition: $18,750 ($625/credit, inclusive of fees)
  • Typical length: 1 year
  • Accreditation: SACSCOC
  • Credits: 30
  • Best for: Evening study in Miami; STEM OPT for international students

St. Thomas University’s M.S. in Cyber Security and Analytics is a one-year, 30-credit evening program on STU’s Miami Gardens campus, designed for students who work during the day. The curriculum is aligned with CompTIA and CISSP certifications and builds hands-on skills in cloud security, ethical hacking, malware defense, VPNs, firewalls, and system hardening, with internships and job placement support along the way. The program’s STEM designation qualifies eligible international students for a 24-month OPT extension, and the $18,750 tuition is inclusive of fees, making it one of the most affordable campus-based options in our rankings.

  • M.S. in Cyber Analytics (online)
  • Estimated tuition: $22,680 ($630/credit)
  • Typical length: 1–2 years
  • Accreditation: MSCHE
  • Credits: 36
  • Best for: Technical analytics depth near the D.C. job market

Capitol Technology University’s online M.S. in Cyber Analytics covers risk management, forensics, penetration testing, and data science for security, with small class sizes and an accelerated path for Capitol bachelor’s graduates. The program is CAE-CD-designated, and the university’s position in the Washington, D.C., tech hub often means excellent job options: average graduate salaries run around $100,000, with cybersecurity specialists earning $92,000 or more. However, the 36-credit course plan is among the longer master’s programs on this list.

  • M.S. in Cybersecurity, Data Analytics emphasis (online or campus)
  • Estimated tuition: $29,328 ($752/credit)
  • Typical length: 1–2 years
  • Accreditation: HLC
  • Credits: 39
  • Best for: Choice of online or on-campus delivery

Webster University’s M.S. in Cybersecurity with an Emphasis in Data Analytics is available online or on campus in Webster Groves, Missouri. The program focus is in areas like cybersecurity operations, security policy, or analytics integration. The 39-credit curriculum spans data analytics, security, and policy and includes a practicum project. The program is CAE-CD-designated and paced for working professionals. More than 90% of graduates are employed in cybersecurity and data analytics roles, with average salaries above $125,000.

  • M.Eng. in Cybersecurity Analytics (online)
  • Estimated tuition: $36,000 ($1,200/credit)
  • Typical length: 1–2 years
  • Accreditation: MSCHE
  • Credits: 30
  • Best for: Engineering-focused analytics with D.C. connections

The George Washington University’s online Master of Engineering in Cybersecurity Analytics is the most engineering-focused program on this list, folding policy and analytics into a technical core and drawing on GW’s Washington, D.C., connections. GW is CAE-R designated, and the bulletin lists the 30-credit course sequence. Graduates move into engineering and cybersecurity roles with average salaries above $140,000. Tuition of $1,200 per credit puts it at the top of the range here, but the M.Eng. degree and D.C. network can make that a worthwhile tradeoff.

Admission Requirements for Cybersecurity Analytics Degree Programs

Admission requirements for cybersecurity analytics programs vary based on degree level. That said, most programs look for a strong technical foundation in math, computer science, or data-related subjects.

Bachelor’s programs typically focus on academic readiness from high school or transfer coursework, while master’s in cyber analytics programs emphasize prior technical experience and undergraduate training in a relevant field.

Educational background: A high school diploma or equivalent is required. Competitive programs often expect strong performance in math, science, or computer-related coursework. For example, Penn State recommends prior exposure to programming and calculus, while Anderson University recommends a strong math or computer background for its B.S. in Cybersecurity & Analytics.

Minimum GPA: General admission typically requires a GPA between 2.5 and 3.0. More selective programs may expect substantially higher academic performance; for example, Virginia Tech averages 3.7 or higher for admitted students.

Standardized tests: Many programs, including Penn State World Campus and Capitol Technology University, no longer require SAT or ACT scores, especially for transfer or non-traditional students. At selective technology-focused schools where testing is required, such as Virginia Tech, strong applicants typically submit SAT scores of 1200–1400+ or ACT scores of 25–32+.

Math and technical readiness: A strong background in algebra, precalculus, and sometimes calculus is encouraged. Penn State campuses such as Beaver and Brandywine prefer applicants with programming or computer science exposure, and some programs require placement tests or prior computing coursework.

Transfer students: Applicants must submit transcripts from all prior institutions and usually need a GPA of 2.5–3.0 or higher, along with specific coursework in computer science, IT, or math. Penn State World Campus, for example, allows up to 91 transfer credits with a minimum grade of C.

Undergraduate degree: Applicants generally need a degree in cybersecurity, computer science, IT, engineering, or data science. Some programs accept degrees in business, math, or criminal justice when technical prerequisites are met. For example, the University of New Mexico accepts management or IT degrees for its M.S. in Cybersecurity and Business Analytics.

Minimum GPA: Programs typically require a minimum GPA between 2.75 and 3.0 on a 4.0 scale. Top-tier schools may expect a GPA between 3.2 and 3.5 or higher, including Penn State’s graduate cyber programs.

Prerequisite coursework: Most programs expect technical knowledge in programming languages such as Python, Java, or C++; networking fundamentals; databases or data analytics; and statistics or discrete math. Bridge courses may be available to students from non-technical backgrounds at schools such as Webster University and Champlain College.

GRE scores: The GRE is often not required, especially for online or professional programs. Penn State and UT Tyler, for example, do not require it.

Work experience: Many programs prefer applicants with one to three or more years of experience in IT, cybersecurity, analytics, or an adjacent field. Penn State recommends two years of experience or professional certifications for its M.P.S. in Cybersecurity Analytics and Operations.