CSE 2025, Employment Overview Part 2
Difficulty: Introductory | Prerequisites: Part 1 (Employment Outcomes, Salaries, and ROI)
Employers hiring CS and CSE graduates want strong fundamentals (algorithms, operating systems, databases) plus current skills in cloud, AI/ML, and cybersecurity. ASU graduates land at companies ranging from Amazon and Google to defence contractors like Raytheon and General Dynamics, in roles from software engineer to embedded systems engineer. The 2025 U.S. job market is strongest in AI, cybersecurity, cloud engineering, and semiconductor work.
MLOps
The practice of deploying, monitoring, and maintaining machine learning models in production. Think of it as DevOps specifically for ML pipelines. Increasingly listed in job postings for ML engineer and data engineer roles.
Edge computing
Processing data near its source (sensors, devices, local servers) rather than sending everything to a centralised cloud. In simple terms, it is about putting the compute where the data is generated, which reduces latency and bandwidth.
DevOps
A set of practices that combine software development (Dev) and IT operations (Ops) to shorten the development lifecycle and deliver software continuously. Employers expect CS graduates to understand CI/CD pipelines, containerisation (Docker), and infrastructure as code.
High performance computing (HPC)
Using supercomputers or clusters to solve large computational problems. Relevant in scientific research, weather modelling, and increasingly in training large ML models.
Secure software design
Building security into the software development process from the start, rather than bolting it on afterwards. Covers threat modelling, input validation, encryption, and secure coding practices.
NSF CAREER Award
A prestigious grant from the National Science Foundation given to early-career faculty. ASU faculty have earned 29 of these since 2015. They fund undergraduate research projects, which means more opportunities for students to publish and work directly with professors.
Employers hiring in 2025 expect strong fundamentals alongside current tooling. The core technical skills break into two tiers.
Foundational skills (expected across nearly all CS/CSE roles):
Algorithms and data structures
Operating systems and distributed systems
Computer architecture
Database management
Software engineering practices (version control, testing, code review)
Applied/current skills (increasingly listed in job postings):
Cloud computing: AWS, Azure, GCP
Cybersecurity principles
AI and machine learning: TensorFlow, PyTorch, Python
The foundational tier is what gets you through interviews. The applied tier is what differentiates candidates for specific roles. Most employers assume you can code; they want to know whether you can also deploy, secure, and scale what you build.
The 2025 job market shows particularly strong demand in these areas:
Large-scale ML systems – building and maintaining the infrastructure behind production machine learning
MLOps / DevOps – automating the deployment pipeline for ML models and software
Edge computing – processing at the device level for IoT, autonomous vehicles, and real-time applications
Robotics and embedded systems – hardware-software integration for physical devices
High performance computing – clusters and supercomputers for scientific and ML workloads
Secure software design – building security in from the start, not patching it later
Broader growth sectors for CS/CSE graduates in 2025:
Artificial intelligence – the largest hiring driver across the tech industry
Cybersecurity – sustained demand as threats grow in scale and sophistication
Cloud engineering – expansion of distributed systems and cloud-native architecture
Semiconductor engineering – boosted by the CHIPS Act and renewed U.S. manufacturing investment
Healthcare technology – software for medical devices, health records, and clinical tools
Fintech and enterprise software – financial services and large-scale business applications
ASU's SCAI is backed by eight research centres covering AI, autonomous systems, cybersecurity, intelligent transportation, and space systems, which keeps the curriculum aligned with these trends.
ASU's location in the Phoenix metro area and its employer relationships give graduates access to a wide range of companies. Major employers recruiting from ASU include:
Big Tech: Amazon, Google (Alphabet), Microsoft, Meta (Facebook), Adobe, IBM
Semiconductor and hardware: Intel, Applied Materials, TE Connectivity
Aerospace and defence: Boeing, Lockheed Martin, Northrop Grumman, Raytheon, General Dynamics, Leidos
Enterprise and consulting: Accenture, Deloitte, Cisco Systems, Qualtrics, American Express, FedEx, Honeywell
Other notable employers: Nike, Wyndham Technologies, Saia L.L.C., Expedition Holdings, CDMO Pharmeworks, JSF Systems
These companies engage through career fairs, on-campus information sessions, and annual intern recruitment. ASU's proximity to Intel's Arizona fabrication facilities and to aerospace companies like Honeywell and Raytheon is a geographic advantage that is difficult to replicate at most other universities.
ASU engineering graduates broadly report working in these roles:
Software Developer / Full-Stack Developer
Cybersecurity Analyst
Java Developer
Client SysAdmin
Solutions Analyst / Project Analyst
Research Scientist
Systems Engineer / Network Engineer
Mechanical Engineer / Electrical Engineer (hardware-focused CSE students)
Manufacturing or Industrial Engineer
User Experience Specialist
Medical Software Consultant
For CS and Computer Systems Engineering graduates specifically, job titles tend to be more targeted:
Software Engineer
Systems Engineer
Cloud Engineer
Security Engineer
Data Engineer
Embedded Software Engineer
Network Engineer
Web Developer
Medical Device Software Engineer
The distinction matters. General engineering graduates spread across a wider set of titles. CS/CSE graduates cluster in roles where the title itself contains "engineer" or "developer" and the work is primarily software or systems.
"You need to specialise in AI to get hired." AI is a growth area, but the majority of open roles are still in general software engineering, cloud infrastructure, and security. Fundamentals matter more than any single specialisation.
"Defence contractors only hire for classified work." Companies like Raytheon and General Dynamics hire software engineers for commercial and unclassified projects as well. Many ASU graduates work at these firms in standard engineering roles.
"A CS degree locks you into coding." The roles list includes UX specialist, solutions analyst, project analyst, and research scientist, none of which are pure coding jobs. The degree opens a wider range of paths than students often expect.
"Only Big Tech pays well." Semiconductor, aerospace, and defence companies in Arizona offer competitive salaries, and the cost of living in the Phoenix area is lower than the Bay Area or Seattle, which changes the effective compensation.
⚠️ Be able to distinguish between foundational technical skills (algorithms, OS, architecture) and applied/current skills (cloud, AI/ML, cybersecurity). Employers expect both, but they test fundamentals in interviews.
⚠️ Know the difference between the broad engineering job titles and the CS/CSE-specific titles. The source separates these deliberately.
⚠️ The CHIPS Act is a specific piece of U.S. legislation driving semiconductor hiring. If asked about policy impacts on the CS job market, this is the example to cite.
⚠️ ASU's geographic advantage (proximity to Intel, Honeywell, Raytheon, General Dynamics) is a concrete, testable fact, not a vague claim.
⚠️ The SCAI has eight research centres. Know at least three focus areas: AI, autonomous systems, cybersecurity.
True or False: MLOps is a subset of DevOps focused specifically on machine learning pipelines.
Fill in the blank: ASU's SCAI is backed by ___ research centres.
True or False: Edge computing means processing data in a centralised cloud data centre.
Name two aerospace/defence companies that recruit from ASU.
True or False: The most common job title for CS/CSE graduates is "Project Analyst."
Answers: 1. True. 2. Eight. 3. False (edge computing processes data near its source). 4. Any two of: Boeing, Lockheed Martin, Northrop Grumman, Raytheon, General Dynamics, Leidos. 5. False (software engineer is the most common CS/CSE-specific title).
Q: List three foundational technical skills and three applied skills that employers seek in CS/CSE graduates.
A: Foundational: algorithms and data structures, operating systems, computer architecture (also acceptable: database management, software engineering practices). Applied: cloud computing (AWS/Azure/GCP), AI/ML (TensorFlow, PyTorch), cybersecurity principles.
Q: Name three "hot topic" areas in the 2025 CS job market and explain why each is growing.
A: Large-scale ML systems (growing because companies are deploying AI models at production scale), cybersecurity (growing because threats are increasing in sophistication), semiconductor engineering (growing because the CHIPS Act is funding domestic chip manufacturing).
Q: What geographic advantage does ASU have for CS/CSE graduates entering the job market?
A: ASU is located near several semiconductor manufacturers (Intel), aerospace companies (Honeywell, Raytheon), and defence contractors (General Dynamics), all of which recruit directly from the university.
Q: How do job titles differ between general ASU engineering graduates and CS/CSE graduates specifically?
A: General engineering graduates report a wider spread of titles including mechanical engineer, electrical engineer, and manufacturing engineer. CS/CSE graduates cluster in software-specific roles: software engineer, cloud engineer, security engineer, data engineer, and embedded software engineer.
Q: What role does the SCAI Industry Advisory Board play in student employment outcomes?
A: The board includes companies like Amazon, Microsoft, Intel, and General Dynamics. These firms participate in career fairs, on-campus sessions, and intern recruitment, creating a direct pipeline from coursework to employment.
The technical skills section connects directly to your algorithms, operating systems, and software engineering coursework. If you are revising for those courses, the employer expectations here tell you which topics have the most practical weight.
The market outlook ties into U.S. economic policy (CHIPS Act), which you may encounter in an economics or policy elective. The cybersecurity and secure software design emphasis connects to any security-focused coursework and to compliance frameworks you may study later.
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