GATE 2027 CSE Vs GATE DA: Syllabus, Difficulty Level, Career Scope, Job Opportunities

GATE CSE Vs GATE DA: Candidates who want to appear for the GATE exam, must likely have heard about the popularity of GATE CSE paper over the years. However, with GATE DA subject introduced in 2024, the demand for CS has somehow been distributed among a pool of candidates. If you are confused between these two papers, then this article can be helpful for you, where we have discussed about GATE CSE Vs DA paper difficulty level, syllabus, career scope and more. 

GATE CSE Vs GATE DA: Subjects, Syllabus, Difficulty Level, Candidates Registered, Career Scope

GATE CSE Vs GATE DA: Students appearing for GATE, often get confused between two papers, as which one would be better in terms of career scope, salary, and placement opportunities. In such cases, understanding both papers are really important. In this article, we will discuss different factors differentiating GATE CSE and GATE DA papers. Read below to understand more about the branches in GATE Exam. 

What is CSE and DA in GATE Exam?

In the Graduate Aptitude Test in Engineering, CSE stands for Computer Science and Information Technology. It is also called as CS. GATE Computer Science and Information Technology (CS) is considered a highly competitive subject. GATE CS is specially designed for students who has mainly a computer science or IT background. 

While DA in GATE, stands for Data Science and Artificial Intelligence. This GATE paper was introduced in 2024, and has gained popularity in a short span of time. GATE DA (Data Science and Artificial Intelligence) is a highly specialised paper that is more focused on Mathematics and Machine Learning. 

GATE CSE Vs DA: Eligibility Criteria

To appear for GATE computer science or data science, candidates need to meet the following -

• Must be in BTech 3rd year or final year in the relevant branch/discipline
• Candidates who have qualified BTech can also apply
• There is no age or attempt limit to appear for GATE exam. 

Read more: GATE Exam Eligibility Criteria

GATE CSE Vs GATE DA: Syllabus Breakdown

The major difference between both the subject syllabus is: 

• GATE CSE syllabus is broadly inclined to foundational software and hardware engineering. 

• While GATE Data Science syllabus is highly maths and application-focused. 

If you are planning to appear for both papers through GATE two-paper combination, then one can opt for this option, as 60 to 80% of syllabus overlap with each other, making it more feasible to prepare. 

GATE CSE (Computer Science and Information Technology) Syllabus

Candidates can check the GATE 2027 CSE syllabus below -

• Engineering Mathematics- Discrete Mathematics, Linear Algebra, Calculus, and Probability and Statistics

• Digital Logic

• Computer Organization and Architecture

• Programming and Data Structures

• Algorithms

• Theory of Computation

• Compiler Design

• Operating System

• Databases

• Computer Networks

GATE Data Science (DA) Syllabus

The GATE DA paper syllabus consists of the following units and chapters -

• Probability and Statistics

• Linear Algebra

• Calculus and Optimisation

• Programming, Data Structures, and Algorithms

• Database Management and Warehousing

• Machine Learning and 

• Artificial Intelligence (AI)

Also read:

GATE 2027 CSE Vs DA Syllabus: Core Differences

If you look closely at both the syllabus, you can find that-

• GATE CSE include discrete mathematics, while GATE Data Science and AI, include optimisation and deeper statistics and estimation. 

• GATE CS core covers topics, such as digital logic, computer organisation, OS, Computer Networks, Theory of Computation, Compilers, etc. which are absent in GATE DA syllabus. 

• GATE DA syllabus has a major chunk of topics, such as fundamentals of AI, Machine Learning, Deep Learning, which are absent in GATE CSE exam syllabus. 

• While GATE CS syllabus include topic DBMS. GATE Data Science include DBMS + Data Warehousing. 

GATE Computer Science Vs GATE Data Science: Difficulty Level

GATE CSE question paper is highly conceptual and incline more toward the logic-level questions. While GATE DA question paper mostly relies on heavy calculations, as they are mostly mathematics-based. Candidates appearing for GATE DA, must practice more NAT questions to level up their scores. 

Also read: GATE PYQs of last 15 years (All Branches)

GATE CSE Vs DA: How many students register and appear

The Traditional CSE branch has remained competitive for more than a decade now. But, if we look at the stats, the GATE DA registered applicants are slowly increasing. 

Let’s have a look at how many candidates appear for GATE CSE and GATE DA below -

GATE CSE Vs GATE DA: Job Opportunities and Career Scope

Both disciplines have their own benefits. After qualifying for GATE, candidates can either opt for MTech degree and look for jobs at PSUs or MNCs. 

GATE MTech admissions

• A GATE CSE score is widely accepted in various specialisations and computer science programs at top institutions, such as IITs, NITs, IIITs, GFTIs, etc. 

• On the other hand, a GATE DA score is usually restricted to AI, Data Science, and Cognitive Systems-related branches. 

A candidate with an MTech degree in CSE has more flexibility, as he/she can later take special elective courses in AI/ML to enhance their skills. 

Job Opportunities

• A MTech CSE graduate can get into jobs like database engineer, software developer engineer, or network engineer. 

• A MTech degree in DA can lead to jobs like AI researcher, Data Science Engineer, Machine Learning Expert, etc. 

GATE PSU Jobs

A qualifying GATE score provides candidates with an option to apply for public sector undertakings (PSU jobs). 

• GATE CSE degree students are highly recruited by top PSUs such as ONGC, NTPC, IOCL, etc. 

• For GATE Data Science branch, the chances are low, as it is a newly introduced subject. 

Also read: GATE cutoff for PSU Jobs

GATE CSE Vs DA: Which one should you choose?

If you love coding and are flexible with getting an MTech degree or PSU jobs in software engineering or AI, then opt for the GATE Computer Science Engineering and Information Technology subject. 

If you have a strong presence in mathematics and statistics (or a non-CSE background, such as commerce or economics), then opt for GATE Data Science and Artificial Intelligence. 

Also read: Institutes accepting GATE score for admission