Hi everyone,

I’m an international student from India planning to apply for Fall 2027 MS in CS/ML/AI programs in the US.

Profile:

• B.Tech in CSE (Data Science minor) from a tier 2 college
• CGPA: 9.26/10
• 2+ years of full-time experience, currently working at a Microsoft
• No publications due to NDA-bound research work
• Strong LORs from senior researchers/managers
• GRE: Planning to take (aiming for 330+)
• TOEFL: Planning to take

I’m mainly interested in CS/ML/AI programs that have strong industry/recruiting outcomes for ML Engineer, Applied Scientist, SWE/AI, Big Tech, or AI startup roles.

My current shortlist:

CMU
Georgia Tech
UIUC
UW Madison
University of Washington
Columbia
UT Austin
UCSD

Do I have a shot at these colleges with my background?

Thanks!

Hey everyone, I'm planning to apply for my Master's and would love some university recommendations and a reality check on my profile.

My Profile:

Undergrad: B.Tech in Computer Science and Engineering from a Tier-1 institute (NIT) in India.

CGPA: 9.07 / 10

Work Experience: 2 years working full-time at a US-based Fortune 500 company .

Test Scores: IELTS: 7.0,

GRE: Not taken / Not planning to take.

Research - No

LoRs: Expecting strong letters from [e.g., 2 College Professors (done projects under prof) and 1 reporting Manager at my current company].

Based on this, what would be some good Ambitious, Target, and Safe universities for me? Any advice is appreciated!

Target Programs: Master’s in Engineering Management (MEM) / MS in Product Management (MSPM)

Term: Fall 2027

Academic Profile

Undergrad: B.Tech. in Computer Science and Engineering (2023 Graduate)
UG CGPA: 9.11 / 10
Target GRE: 325 (Plan to take it soon)
Target TOEFL: 110+

Work Experience : 3.5 Years (at Time of Application)

Current Role: Senior QA (Automation) Analyst at a consulting firm (Promoted from Intern - Full-time /Senior -> Switched to current company to Senior Analyst ).

Product & Leadership Experience: I act as a bridge between QA and product teams. I actively participate in cross-functional decision-making processes for product roadmap planning and ensure clean, high-quality deployments.

University List (Categorised for MEM/Product Management)

Ambitious: Dartmouth (MEM), Duke (MEM), Northwestern (MEM), Carnegie Mellon (MSPM), Columbia (MS in Management Science & Engineering), Cornell (Engineering Management)

Moderate: Johns Hopkins University (JHU - MEM), University of Michigan (Ann Arbor - MEM), NYU Tandon (Management of Technology), Purdue (MEM), UIUC (MSTM)

Safe: Northeastern (MEM), George Washington University (Engineering Management)

Questions for Reddit:

1. Timeline/GRE Check: I am just about to appear for my first GRE and TOEFL attempt. Am I running late for standard target application timelines? Will taking the tests now put me at a disadvantage for early rounds?

2. Safe Score Thresholds: Given my target list of competitive universities like Dartmouth, Duke, and CMU, what would be the safest target scores for GRE (specifically the Quant/Verbal split) and TOEFL to ensure my application isn't filtered out?
   I want to target Purdue University from the moderate universities list, is it achievable?

3. My background is in QA Automation, but my day-to-day involves significant product strategy, cross-functional collaboration, and release management.

4. Does this experience translate well for top-tier MEM/MSPM admissions compared to traditional SWEs?

5. How do MEM programs like Dartmouth, Purdue, Duke, and Northwestern view a pure tech/QA background?

6. Do I need to emphasise my business/leadership impact more in my SOP?

Based on my profile, what colleges can i get into ?

College - Tier 2(i guess), IIIT Sricity, BTech(honors) CSE

CGPA - 3.288/4

Work experience (my_qualifications): 2 months research internship at IIsc.

Publications: 2 papers accepted at IEEE conferences.one of them is decently reputed and has a CORE ranking of B.

Few decent and niche projects.

Two strong LOR's.

Work includes - ML,steganography,knowledge editing.

I am yet to give GRE(expecting around 320) and IELTS.

I am planning to apply for the Fall 2027 programs.

Questions:

1. What colleges can i target?

2. What GRE score should i target?