u/Simple_Spare285

Over the last 3–4 years, the tech market has seen continuous layoffs.

Pure development roles (especially junior and mid-level full-stack) have been hit harder, while DevOps, Cloud, and Security domains have remained relatively more stable.

From what I’ve researched, cybersecurity and cloud/infra roles show lower layoff impact and stronger demand due to compliance needs, breach costs, and ongoing talent shortages.

I’m a 2027 graduate with current skills in Node.js, Express, and React. Looking at these patterns, I’m planning a phase-wise switch instead of jumping

randomly:

First move into DevOps (Docker, Kubernetes, CI/CD, Terraform, basic AWS/Azure) while leveraging my development background.

Then shift to Cloud Security (IAM, CSPM, container security, DevSecOps).

Later transition fully into Cybersecurity.

Questions:

1. Is this path (Dev → DevOps → Cloud Security→ pure Cyber) realistic in the current market?

2.Based on recent patterns, which domain has the least layoffs and best job security?

3.For someone with a Node/Express/React background, what’s the best first step to make this switch smoother?

Looking for honest feedback. Thanks!

Over the last 3–4 years, the tech market has seen continuous layoffs.

Pure development roles (especially junior and mid-level full-stack) have been hit harder, while DevOps, Cloud, and Security domains have remained relatively more stable.

From what I’ve researched, cybersecurity and cloud/infra roles show lower layoff impact and stronger demand due to compliance needs, breach costs, and ongoing talent shortages.

I’m a 2027 graduate with current skills in Node.js, Express, and React. Looking at these patterns, I’m planning a phase-wise switch instead of jumping

randomly:

First move into DevOps (Docker, Kubernetes, CI/CD, Terraform, basic AWS/Azure) while leveraging my development background.

Then shift to Cloud Security (IAM, CSPM, container security, DevSecOps).

Later transition fully into Cybersecurity.

Questions:

1. Is this path (Dev → DevOps → Cloud Security→ pure Cyber) realistic in the current market?

2.Based on recent patterns, which domain has the least layoffs and best job security?

3.For someone with a Node/Express/React background, what’s the best first step to make this switch smoother?

Looking for honest feedback. Thanks!

Over the last 3–4 years, the tech market has seen continuous layoffs.

Pure development roles (especially junior and mid-level full-stack) have been hit harder, while DevOps, Cloud, and Security domains have remained relatively more stable.

From what I’ve researched, cybersecurity and cloud/infra roles show lower layoff impact and stronger demand due to compliance needs, breach costs, and ongoing talent shortages.

I’m a 2027 graduate with current skills in Node.js, Express, and React. Looking at these patterns, I’m planning a phase-wise switch instead of jumping

randomly:

First move into DevOps (Docker, Kubernetes, CI/CD, Terraform, basic AWS/Azure) while leveraging my development background.

Then shift to Cloud Security (IAM, CSPM, container security, DevSecOps).

Later transition fully into Cybersecurity.

Questions:

1. Is this path (Dev → DevOps → Cloud Security→ pure Cyber) realistic in the current market?

2.Based on recent patterns, which domain has the least layoffs and best job security?

3.For someone with a Node/Express/React background, what’s the best first step to make this switch smoother?

Looking for honest feedback. Thanks!

Over the last 3–4 years, the tech market has seen continuous layoffs.

Pure development roles (especially junior and mid-level full-stack) have been hit harder, while DevOps, Cloud, and Security domains have remained relatively more stable.

From what I’ve researched, cybersecurity and cloud/infra roles show lower layoff impact and stronger demand due to compliance needs, breach costs, and ongoing talent shortages.

I’m a 2027 graduate with current skills in Node.js, Express, and React. Looking at these patterns, I’m planning a phase-wise switch instead of jumping

randomly:

First move into DevOps (Docker, Kubernetes, CI/CD, Terraform, basic AWS/Azure) while leveraging my development background.

Then shift to Cloud Security (IAM, CSPM, container security, DevSecOps).

Later transition fully into Cybersecurity.

Questions:

1. Is this path (Dev → DevOps → Cloud Security→ pure Cyber) realistic in the current market?

2.Based on recent patterns, which domain has the least layoffs and best job security?

3.For someone with a Node/Express/React background, what’s the best first step to make this switch smoother?

Looking for honest feedback. Thanks!

Over the last 3–4 years, the tech market has seen continuous layoffs.

Pure development roles (especially junior and mid-level full-stack) have been hit harder, while DevOps, Cloud, and Security domains have remained relatively more stable.

From what I’ve researched, cybersecurity and cloud/infra roles show lower layoff impact and stronger demand due to compliance needs, breach costs, and ongoing talent shortages.

I’m a 2027 graduate with current skills in Node.js, Express, and React. Looking at these patterns, I’m planning a phase-wise switch instead of jumping

randomly:

First move into DevOps (Docker, Kubernetes, CI/CD, Terraform, basic AWS/Azure) while leveraging my development background.

Then shift to Cloud Security (IAM, CSPM, container security, DevSecOps).

Later transition fully into Cybersecurity.

Questions:

1. Is this path (Dev → DevOps → Cloud Security→ pure Cyber) realistic in the current market?

2.Based on recent patterns, which domain has the least layoffs and best job security?

3.For someone with a Node/Express/React background, what’s the best first step to make this switch smoother?

Looking for honest feedback. Thanks!

Over the last 3–4 years, the tech market has seen continuous layoffs.

Pure development roles (especially junior and mid-level full-stack) have been hit harder, while DevOps, Cloud, and Security domains have remained relatively more stable.

From what I’ve researched, cybersecurity and cloud/infra roles show lower layoff impact and stronger demand due to compliance needs, breach costs, and ongoing talent shortages.

I’m a 2027 graduate with current skills in Node.js, Express, and React. Looking at these patterns, I’m planning a phase-wise switch instead of jumping

randomly:

First move into DevOps (Docker, Kubernetes, CI/CD, Terraform, basic AWS/Azure) while leveraging my development background.

Then shift to Cloud Security (IAM, CSPM, container security, DevSecOps).

Later transition fully into Cybersecurity.

Questions:

1. Is this path (Dev → DevOps → Cloud Security→ pure Cyber) realistic in the current market?

2.Based on recent patterns, which domain has the least layoffs and best job security?

3.For someone with a Node/Express/React background, what’s the best first step to make this switch smoother?

Looking for honest feedback. Thanks!

Final year student here. I recently got an offer:

6 months internship (15k stipend) + full time at 5 LPA

Tech: C/C++, Python, Image Processing, some machine interface related work

No bond

Company is more industrial/machinery software side (not pure product / tech)

My current skills are weak in both DSA and development. I’m planning to join and upskill seriously.

Now I’m confused about long-term direction:

Option 1:

Stay in this domain (C++ + Image Processing / Computer Vision).

Upskill in OpenCV, Computer Vision, maybe Deep Learning, and target companies like Siemens, GE Healthcare, Bosch, Qualcomm, Matrix etc. in future.

Option 2:

Treat this job as temporary experience.Focus heavily on DSA + Full Stack (MERN) on the side, and after 1 year try switching to normal SDE roles in product/service companies.

Main concern:

Nowadays AI is doing a lot in Full Stack and normal SDE work. Many people are talking about layoffs and fewer openings because of AI.

I don’t have a strong interest preference — I can go in either direction. I just want to choose the safer and better long-term option.

My questions:

1. Long-term, which path looks more stable and has better growth — Computer Vision/Image Processing domain or normal Full Stack SDE?

2. Is the fear about AI killing Full Stack/SDE roles real, or is it overhyped?

3. Coming from an industrial software company, is it realistic to build a good career in Computer Vision?

4. Or is it safer to just use this job for experience and move to Full Stack SDE?

5. Anyone who has worked in Image Processing / Computer Vision or switched from similar industrial software roles ?

— please share your experience.

Would really appreciate honest advice.

Thanks

Final year student here. I recently got an offer:

6 months internship (15k stipend) + full time at 5 LPA

Tech: C/C++, Python, Image Processing, some machine interface related work

No bond

Company is more industrial/machinery software side (not pure product / tech)

My current skills are weak in both DSA and development. I’m planning to join and upskill seriously.

Now I’m confused about long-term direction:

Option 1:

Stay in this domain (C++ + Image Processing / Computer Vision).

Upskill in OpenCV, Computer Vision, maybe Deep Learning, and target companies like Siemens, GE Healthcare, Bosch, Qualcomm, Matrix etc. in future.

Option 2:

Treat this job as temporary experience.Focus heavily on DSA + Full Stack (MERN) on the side, and after 1 year try switching to normal SDE roles in product/service companies.

Main concern:

Nowadays AI is doing a lot in Full Stack and normal SDE work. Many people are talking about layoffs and fewer openings because of AI.

I don’t have a strong interest preference — I can go in either direction. I just want to choose the safer and better long-term option.

My questions:

1. Long-term, which path looks more stable and has better growth — Computer Vision/Image Processing domain or normal Full Stack SDE?

2. Is the fear about AI killing Full Stack/SDE roles real, or is it overhyped?

3. Coming from an industrial software company, is it realistic to build a good career in Computer Vision?

4. Or is it safer to just use this job for experience and move to Full Stack SDE?

5. Anyone who has worked in Image Processing / Computer Vision or switched from similar industrial software roles ?

— please share your experience.

Would really appreciate honest advice.

Thanks

Final year student here. I recently got an offer:

6 months internship (15k stipend) + full time at 5 LPA

Tech: C/C++, Python, Image Processing, some machine interface related work

No bond

Company is more industrial/machinery software side (not pure product / tech)

My current skills are weak in both DSA and development. I’m planning to join and upskill seriously.

Now I’m confused about long-term direction:

Option 1:

Stay in this domain (C++ + Image Processing / Computer Vision).

Upskill in OpenCV, Computer Vision, maybe Deep Learning, and target companies like Siemens, GE Healthcare, Bosch, Qualcomm, Matrix etc. in future.

Option 2:

Treat this job as temporary experience.Focus heavily on DSA + Full Stack (MERN) on the side, and after 1 year try switching to normal SDE roles in product/service companies.

Main concern:

Nowadays AI is doing a lot in Full Stack and normal SDE work. Many people are talking about layoffs and fewer openings because of AI.

I don’t have a strong interest preference — I can go in either direction. I just want to choose the safer and better long-term option.

My questions:

1. Long-term, which path looks more stable and has better growth — Computer Vision/Image Processing domain or normal Full Stack SDE?

2. Is the fear about AI killing Full Stack/SDE roles real, or is it overhyped?

3. Coming from an industrial software company, is it realistic to build a good career in Computer Vision?

4. Or is it safer to just use this job for experience and move to Full Stack SDE?

5. Anyone who has worked in Image Processing / Computer Vision or switched from similar industrial software roles ?

— please share your experience.

Would really appreciate honest advice.

Thanks

Final year student here. I recently got an offer:

6 months internship (15k stipend) + full time at 5 LPA

Tech: C/C++, Python, Image Processing, some machine interface related work

No bond

Company is more industrial/machinery software side (not pure product / tech)

My current skills are weak in both DSA and development. I’m planning to join and upskill seriously.

Now I’m confused about long-term direction:

Option 1:

Stay in this domain (C++ + Image Processing / Computer Vision).

Upskill in OpenCV, Computer Vision, maybe Deep Learning, and target companies like Siemens, GE Healthcare, Bosch, Qualcomm, Matrix etc. in future.

Option 2:

Treat this job as temporary experience.Focus heavily on DSA + Full Stack (MERN) on the side, and after 1 year try switching to normal SDE roles in product/service companies.

Main concern:

Nowadays AI is doing a lot in Full Stack and normal SDE work. Many people are talking about layoffs and fewer openings because of AI.

I don’t have a strong interest preference — I can go in either direction. I just want to choose the safer and better long-term option.

My questions:

1. Long-term, which path looks more stable and has better growth — Computer Vision/Image Processing domain or normal Full Stack SDE?

2. Is the fear about AI killing Full Stack/SDE roles real, or is it overhyped?

3. Coming from an industrial software company, is it realistic to build a good career in Computer Vision?

4. Or is it safer to just use this job for experience and move to Full Stack SDE?

5. Anyone who has worked in Image Processing / Computer Vision or switched from similar industrial software roles ?

— please share your experience.

Would really appreciate honest advice.

Thanks

Final year student here. I recently got an offer:

6 months internship (15k stipend) + full time at 5 LPA

Tech: C/C++, Python, Image Processing, some machine interface related work

No bond

Company is more industrial/machinery software side (not pure product / tech)

My current skills are weak in both DSA and development. I’m planning to join and upskill seriously.

Now I’m confused about long-term direction:

Option 1:

Stay in this domain (C++ + Image Processing / Computer Vision).

Upskill in OpenCV, Computer Vision, maybe Deep Learning, and target companies like Siemens, GE Healthcare, Bosch, Qualcomm, Matrix etc. in future.

Option 2:

Treat this job as temporary experience.Focus heavily on DSA + Full Stack (MERN) on the side, and after 1 year try switching to normal SDE roles in product/service companies.

Main concern:

Nowadays AI is doing a lot in Full Stack and normal SDE work. Many people are talking about layoffs and fewer openings because of AI.

I don’t have a strong interest preference — I can go in either direction. I just want to choose the safer and better long-term option.

My questions:

1. Long-term, which path looks more stable and has better growth — Computer Vision/Image Processing domain or normal Full Stack SDE?

2. Is the fear about AI killing Full Stack/SDE roles real, or is it overhyped?

3. Coming from an industrial software company, is it realistic to build a good career in Computer Vision?

4. Or is it safer to just use this job for experience and move to Full Stack SDE?

5. Anyone who has worked in Image Processing / Computer Vision or switched from similar industrial software roles ?

— please share your experience.

Would really appreciate honest advice.

Thanks

Final year student here. I recently got an offer:

6 months internship (15k stipend) + full time at 5 LPA

Tech: C/C++, Python, Image Processing, some machine interface related work

No bond

Company is more industrial/machinery software side (not pure product / tech)

My current skills are weak in both DSA and development. I’m planning to join and upsk****ill seriously.

Now I’m confused about long-term direction:

Option 1:

Stay in this domain (C++ + Image Processing / Computer Vision).

Upskill in OpenCV, Computer Vision, maybe Deep Learning, and target companies like Siemens, GE Healthcare, Bosch, Qualcomm, Matrix etc. in future.

Option 2:

Treat this job as temporary experience.Focus heavily on DSA + Full Stack (MERN) on the side, and after 1 year try switching to normal SDE roles in product/service companies.

Main concern:

Nowadays AI is doing a lot in Full Stack and normal SDE work. Many people are talking about layoffs and fewer openings because of AI.

I don’t have a strong interest preference — I can go in either direction. I just want to choose the safer and better long-term option.

My questions:

1. Long-term, which path looks more stable and has better growth — Computer Vision/Image Processing domain or normal Full Stack SDE?

2. Is the fear about AI killing Full Stack/SDE roles real, or is it overhyped?

3. Coming from an industrial software company, is it realistic to build a good career in Computer Vision?

4. Or is it safer to just use this job for experience and move to Full Stack SDE?

5. Anyone who has worked in Image Processing / Computer Vision or switched from similar industrial software roles ?

— please share your experience.

Would really appreciate honest advice.

Thanks !

Hi everyone,

I’m a final year CSE/IT student. Being completely honest about my situation:

My DSA and development skills are very weak. I struggle even with basic interview questions. Mostly been doing vibe coding without proper understanding.

I recently got an offer:

6 months internship with ₹15,000 stipend

Full-time conversion at ₹5 LPA

Role: Software Engineer Trainee / Developer

Tech stack: C/C++, Python, .NET, some image processing

No bond

Company is more on the industrial/machinery software side, not a pure product company

My confusion:

Skills are currently too weak to clear better companies, Market is tough right now Taking this will at least give me experience + some income, and I can upskill parallelly Planning to start applying seriously after 6-7 months.

But I’m worried if joining such a company will hurt my future switches or resume.

For those who started with similar 4-6 LPA offers from non-product companies — how did it go for you? Were you able to switch later?

Would you take this offer if you were in my place?

Thanks for any genuine advice.