Key takeaways
- Mass recruiters commonly start with aptitude and basic coding tests; product companies focus more on DSA and problem solving.
- A single base (language, DSA basics, core CS, aptitude) prepares you for the first rounds of both.
- Product company interviews go deeper: medium and hard problems, optimisation and discussion of trade-offs.
- Projects and clear communication matter in both, but product companies probe projects more deeply.
- Many students apply to both types; plan your time so one does not crowd out the other.
Two kinds of fresher hiring
Mass recruiters are usually large IT services and consulting companies that hire many freshers each year, often through campus drives, pool drives or national hiring tests. They train new hires and place them in client projects.
Product companies build and sell their own software products or platforms. This group includes large tech firms, mid-size product firms and startups. They usually hire fewer freshers and test problem solving more deeply.
There is also a middle group: global capability centres (in-house tech centres of global firms), fintech and SaaS firms, and startups whose processes can look like either type. Always read the specific notice and ask seniors about the recent process.
How the processes usually differ
The exact pattern changes by company and year, so treat this as a general picture.
| Stage | Mass recruiters (common pattern) | Product companies (common pattern) |
|---|---|---|
| Eligibility | CGPA and backlog rules often strict | Varies; skill tests matter more |
| First round | Aptitude, verbal, logical, basic coding, sometimes core MCQs | Online coding test with 2 to 4 problems, sometimes MCQs |
| Coding depth | Easy to medium problems | Medium to hard problems, optimisation expected |
| Technical interview | Basics of a language, OOP, DBMS, OS, simple coding, project | DSA problems in depth, project deep dive, sometimes design basics |
| HR | Relocation, shifts, bond terms, communication | Culture fit, motivation, sometimes behavioural questions |
| Volume | Many openings per drive | Fewer openings, more competition per seat |
The common base (prepare this first)
- One language to a confident level: Java, C++ or Python.
- DSA basics: arrays, strings, hashing, linked lists, stacks, queues, recursion, sorting, binary search, trees.
- Core CS: OOP, DBMS and SQL, OS, networks basics.
- Aptitude: quantitative, logical, verbal.
- Two projects you can explain clearly.
- Communication: explaining your thinking aloud and writing clear emails.
This base gets you through the first round of most mass recruiters and prepares you for the start of product company tests.
Extra preparation for mass recruiters
- Aptitude speed. Practise timed sections. Accuracy and speed both matter.
- Verbal ability. Reading comprehension, grammar and email writing appear in many tests.
- Pseudo-code and output questions. Practise predicting what a code snippet prints.
- Core subject MCQs. Quick revision notes on DBMS, OS, networks and OOP.
- Company-specific patterns. Read the official notice and recent experiences from seniors, since sections and timing change.
- HR readiness. Be clear about relocation, night shifts and service agreements before you apply.
Extra preparation for product companies
- DSA depth. Graphs, dynamic programming, greedy, heaps, tries and sliding window patterns. Practise medium and some hard problems.
- Optimisation. After a working solution, discuss time and space complexity and how to improve it.
- Clean code. Clear variable names, edge cases and testing your own code during interviews.
- Project depth. Be ready for "why this database?", "how would it handle more users?" and "what would you change?".
- Basic design. For some roles, simple questions on how a URL shortener or a chat app could work.
- Contests. Regular timed contests build speed and calm under pressure.
A 16-week plan that covers both
Weeks 1 to 4: language revision and DSA basics; aptitude three times a week.
Weeks 5 to 8: trees, graphs and recursion; DBMS and OS notes; first full mock test for a mass recruiter pattern.
Weeks 9 to 12: dynamic programming and greedy; project improvements; mock tests for both patterns every week.
Weeks 13 to 16: mixed revision, medium problems daily, mock interviews, company research and applications.
Sample weekly plan
| Day | DSA (75 min) | Other (60 min) |
|---|---|---|
| Monday | 2 medium problems | Aptitude timed section |
| Tuesday | 1 topic, 2 problems | DBMS or OS notes |
| Wednesday | 2 medium problems | Verbal and output questions |
| Thursday | 1 hard problem attempt | Project improvement |
| Friday | Revise mistakes | Core MCQs |
| Saturday | Contest or full mock test | Mock interview |
| Sunday | Rest | Plan the week |
If you target mainly mass recruiters, swap one DSA slot for more aptitude. If you target mainly product companies, swap aptitude slots for more DSA.
Which should you target?
- If your fundamentals are still weak, start with the common base and mass recruiter preparation, and keep improving DSA.
- If you enjoy problem solving and already practise DSA regularly, aim for product companies too.
- Many students do both: they take a mass recruiter offer as a safe start and continue preparing for product companies.
Neither path is "better" for everyone. A mass recruiter can give structured training, client exposure and a stable start. A product company can give deep work on one product. Your first job is a starting point, not a final label.
What both types value in projects
For mass recruiters, a project shows that you can learn a technology and finish work. Interviewers ask what it does, which tools you used and what your part was in a team project. For product companies, the same project is probed further: why you chose a design, how you handled errors, what breaks if usage grows, and how you tested it. Prepare both a two-minute summary and a ten-minute deep dive for each project.
Service agreements and offers
Some service companies include a service agreement or bond in fresher offers. Read the terms before accepting: duration, conditions and what happens if you leave early. Ask HR in writing if anything is unclear. Do not sign anything you do not understand, and keep copies of every document.
Mistakes to avoid
- Skipping aptitude because you are focused on DSA, then failing the first round of a mass recruiter.
- Doing only easy problems and expecting to clear product company tests.
- Memorising answers to problems instead of understanding patterns.
- Ignoring HR preparation; it filters candidates too.
- Comparing your process with someone else's without knowing their preparation.
Checklist
- [ ] Common base complete: language, DSA basics, core CS, aptitude
- [ ] Mass recruiter extras: timed aptitude, verbal, output questions
- [ ] Product extras: graphs, DP, medium and hard problems, project deep dive
- [ ] Weekly mock tests in both patterns
- [ ] Company research notes
- [ ] Clear answers on relocation, shifts and service agreements
Uncodemy's Full Stack Development course includes DSA practice, projects and mock interviews, and Uncodemy offers Dedicated Placement Support to learners.
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