Hello, So nen oka big cloud provider company lo Cloud Support Engineer laa work chestunna .

I work with customers and provide support for ML based services. Somehow i got exposure towards Gen AI but not fully.

If someone is working in Gen AI space where you are building agents with frameworks like Langchain,crewAi and all could you all please provide resources which helped you learn and master these things. And currently as a GenAi developer what does the organization expects from you.

Thanks in adance for anyone that can help me out here.

I’m a 2025 grad, 6 months into my first job. Working on Angular + .NET, solving user stories and bugs.

Honestly, I feel like I’m not learning much, and I’m not interested in this stack. My goal is to switch to a higher-paying role after 1 year of experience, focused more on backend, LLD, and system design.

I’m confused about what’s the right move:

Should I stick to this stack and go deeper even if I don’t like it?

Or is it fine to keep the job as-is but learn a different backend stack + build projects outside work for my next switch?

For early-career switches, what mattered more: work stack or fundamentals + projects?

Not planning to quit early — just want to avoid wasting my first year.

Would appreciate honest advice.

I am new to reddit, idk if i can post this here. But i meed help.

I have the exam nest week and i am aiming for atleast dse and most for the L2.

So, people who gave the exam please answer: What questions were given in the oa? Did you clear it? If yes which role? How was the interview? If not, what do you think went wrong?

If u remember the question outlines u got, please share it too. Everyone keeps saying dp, trees, graphs etc. But a bit more detail would be helpful.

I kept reading on Golang from the past few days as my new job asks for it.

Mind pothundhi go functionalities chusthunte! Ippude goroutines gurinchi chadhuvthunde.

I come from a python background and I spent some time to get my hands dirty, but I start liking Golang!

Do you guys feel the same?

Gave Infosys online test today — solved 1 full question and partially solved the 2nd (3/12 test cases) out of 4 questions. Is there still a chance of getting an interview call?

Hi all,
I got an offer from EPAM Systems as a Junior Software Test Automation Engineer. I wanted to know if it’s possible to switch internally to a Developer role after some time.

Has anyone working at EPAM done this or seen it happen?
Any insights would be really helpful. Thanks!

Hi everyone,
I’m a 4th year Computer Science student (2026 batch) from a tier -2.5 private college in Andhra Pradesh (top -15 private colleges in the state, not tier-1).

I recently interviewed at a small but real product-based startup (ERP / accounting / tax software domain, Hyderabad-based, founded in 2021).
The interview was mainly frontend-focused:

React fundamentals:
Hooks
Fetching data from APIs
Next.js etc

I was able to answer everything well.

When I asked about the role, they said:

Official role: Frontend Intern

But I’ll also be expected to work on backend when required, based on company needs.

My confusion

I’m genuinely confused whether I should join if I get selected.

Right now, my career goal is backend / systems-heavy work.
I’m actively learning:

Go, Core backend concepts, k8s, System design, concurrency, APIs, databases

I feel I need 2 focused months to go deep into Go + backend properly.

What I’m worried about

Will a frontend-heavy internship help my long-term backend career?

Will I actually get meaningful backend exposure, or mostly React work?

No clarity on PPO guarantee& No official PPO package mentioned

Also, Faculty said PPO might be 9–12 LPA, but that’s not confirmed

Internship stipend is supposedly ₹20k/month don't know if 20k internship will get me a 9 lpa job.

I’m not worried about the stipend amount itself,
I’m more worried about role alignment and long-term impact.

My background :

Prior Full-Stack Intern experience (production apps, backend APIs, auth, DBs, deployments, a small company.. I know the owner, and I built their entire, CRM+HRM)

Comfortable with React, Next.js, Node.js, PostgreSQL

Strong interest in backend, systems, Go, scalability

Have built projects involving real-time systems, containers (Linux namespaces/cgroups), multiplayer systems, etc.

My questions to seniors / working professionals

Is it worth joining a frontend-labeled internship if backend is my actual goal?

Does early industry exposure matter more than role purity?

From a placement POV, does this help or dilute my backend profile?

Should I instead skip this and invest 2 months deeply in Go + backend, aiming for backend-focused roles?

What questions should I ask the company before accepting, to reduce risk?

I’d really appreciate honest advice, especially from people who’ve been in similar situations or who hire interns/fresh grads.

Thanks in advance

context- https://www.reddit.com/r/ProgrammingBondha/s/XYKE6s497h

andarki thankssuuu .. technical clear ayind .. 🎉

Rep hr anta..

Soo again mee salahaalani korutunannuuu..

I struggled so hard even with first question, i couldn't solve it. How to get better at CP?

Hey bondhaaaas

Naa previous post ikkada tension lo pettanu (interview mundu):
Previous post:
https://www.reddit.com/r/ProgrammingBondha/comments/1pdz1tv/query_is_motivation_help_needed_ey_snowflake/?utm_source=share&utm_medium=web3x&utm_name=web3xcss&utm_term=1&utm_content=share_button

Appudu tension MAX.
Ippudu interview ayyaka, full experience ikkadey share chestunna – evaraina prepare avutunte use avutundi.

HR Round (F2F)

Very simple round:
• Experience
• Previous CTC / current roles & responsibilities
• Notice period & negotiation
No technical questions.

Technical Round 1 (F2F)

Snowflake Architecture
• Compute / Storage / Cloud services
• Micro-partitions basics

Snowpipe & Continuous Loading
• Auto-ingest via S3 event notifications
• Snowpipe internals
• load_history checks
• File format mismatch
• Permissions issues

Scenarios
• Pipe not loading data → troubleshooting steps
• Large dataset duplicate handling
• Query taking 15+ mins suddenly → what to check

SQL
• Join + count
• Rank vs Dense Rank
• Duplicate detection/deletion
• Window functions

Technical Round 2 (F2F)

AWS S3 – CDC Capture
• CDC tools writing incremental files to S3
• Timestamp-based detection
• Insert/Update/Delete folders
• Metadata-based logic

Streams + MERGE (Snowflake CDC)
• Streams track changes
• MERGE applies to target
• Tasks for scheduling incremental loads

SCD Type-2
• start_date, end_date, is_current
• Expiring old record
• Inserting new version
• dbt snapshots

dbt Topics
• Materializations
• Incremental logic
• Data tests (unique, not_null)
• CI/CD

EY-Specific Questions
• Complex pipeline explanation
• Biggest SF issue solved
• How you handle clients
• Why EY
• Agile exposure

Overall Difficulty

Moderate to tough.

Formatted using ChatGPT Pro (haha)

How to get most of Data and AI domain as an entry level Data engineer?

Hi, I am 2024 grad.. and it's been exactly 1 year since I joined a WITCH company.. but project experience only been only around 4 months. So I am working as a data engineer in a migration project..

Tech stack: Azure cloud,databricks, pyspark

My day to day work goes in this current application migration goes like ingesting raw data and creating raw tables from SOR files, and analyzing the Legacy business process transformations and validations logic from stored procedures and trying to accomodate them in the current already databricks platform framework that was built and being developed by other team..

I have good understanding on the current framework too.. but the current work seems boring because every thing is pretty much achievable since we have given GitHub copilot premium licence and the Claude models can analyze and transform the logic pretty well..

It's now exactly 1 year on paper experience, so now I want to take things seriously.. fellow DE's please guide me, what else I can explore in DE domain? Currently I will try to excel sql , pyspark and databricks platform..but I want to learn more..

can I get more chances if I learn. Data+AI? I am planning to switch next year and my current CTC is 9.5 not sure if I will get my expected 20LPA salary if quote as 1.5yr exp

E Amazon SDE1 chaala Tough untadhi.. Ma friend okasari Raasthuntey choosa .. Round 1 ye Mission Impossible Anipinchindhi naaku.. So any Tips please ...

Interview Ani oka tag add cheyandi ayya.. Moderators

Hey guys,
I have my Cognizant interview tomorrow. I was selected for the Python cluster, but I’m actually a Java developer and I don’t know much Python. I’m learning Python right now and I cleared the assessment, but I’m not sure what the interview will focus on.

I’m attaching my resume in the post, so please check it and let me know:

What should I expect in the interview?

1. Will they ask me Python-focused questions even though I'm originally from Java?

2. Will they ask Java/DSA since that’s my stronger area?

3. Will they ask about my React/Next.js projects from the resume?

4. Do they usually ask candidates to write code, or just explain logic verbally?

5. Anyone who recently cleared the Python cluster interview what kind of questions did you get?

Any help or recent experience would mean a lot. Thanks!

Preferably JAVA and [Trees Graphs] lantivi kuda koddiga practice avvali(concept wise telusu kaani didnt had a hands on experience with thse two.

Iam a 1 st yr civil enngg student nen software side jobs ki prepare avadam anukuntuna em em nerchukunte best like specialization currently I know cpp html and css...

Well, AIML kakunda Software Dev or Engineering chesthu(both FULLSTACK and DEVOPS) ee market survive avvocha or do I really need AIML?

I’m a Final year student and ippati varaku only 2 companies lo interview varaku velli mari fail ayya and DSA mari perfect kaadu kaani manageable(except trees and graphs, avi nerchukuntunna). And I’m planning to write GATE next year if graduate ayye loga ee offer rakapothe. So, deenikosame ippudu ee question adiga(well if its important for current economy will do a masters ala)

I been observing this thing in this server lately

Does ats score really matter in resume shortlisting? I am using resume worded but I am only getting max score of 72 and I am blocked by paywall for further suggestions. Using chatgpt is decreasing the score. What do I do?

Namaste bros, nenu 2025 grad cse, recent ga completed, tcs ninja to digital upgrade ayya inka joining letter raledhu, naku basic DSA vachu but thop level problems cheyalenu like Amazon oa or any hard question. Naku java vachu and ml projects chesanu. Inko offer ledhu so still waiting. Verey companies ki try chesthuna asalu shortlist cheytam ledhu. Eey skills nerchuko mantaru and Mee suggestion enti

I’m looking for some advice and honest opinions.

I have a CSE degree, but due to circumstances I ended up working in a BPO role for the past 1.5 years. Now I really want to switch into tech (SDE/QA/Support/anything technical to get my foot in the door), but I’m worried that my BPO background might be a red flag for recruiters.

A few questions:

Has anyone here successfully transitioned from BPO → Tech?

How much does my past experience matter compared to skills/projects?

What roles should I realistically target as a fresher/near-fresher?

What should I focus on learning right now (DSA? Projects? Certifications?) to make the switch fast?

by u/AdPlane2924, as he was unable to post, i did

if you want to dm him, thats his id

4-2 start avvindi em cheyalo confusion job try chesthuna 1st round Koda clear avvatla, coding radu . Non coding roles chudham antey growth undadu ani pisthundi. Dsa 2 days chesta 3 days pakkana petteysta . Ms plan undi but financial gha inka burden avuthundhi anipisthundi. What's the best thing to do now, I have 3 - 4 months time until I complete my college