Interview preparation roadmap · Engineering
Kinematics and control, ROS and simulation, programming and embedded systems.
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- 01Interview foundations
- 02Core subjects
- 03Tools & practice
- 04Practice
- 05Behavioral & HR
- 06Company & final prep
01Interview foundations
What every interviewer sees first.
01.1Resume
A one-page resume you can defend line by line.
What this covers
- One-page format — Reverse-chronological, clean fonts, no photos or tables that confuse parsers.
- Project bullets — Action + what you built + a number (users, speed, accuracy).
- Skills section — Only skills you can answer questions on for two minutes.
- ATS readability — Export a text-based PDF and check it with a parser.
- Working links — GitHub, LinkedIn and a live project link that open.
- Tailoring — Reorder bullets to match the job description.
What to practise
- Run your PDF through a parser test
- Rewrite each bullet as action + result
- Remove any skill you can't explain for 2 minutes
Common questions
- Walk me through your resume.
- Which project here are you most proud of, and why?
- Why is this skill on your resume?
Free resources
- OpenResume — Free ATS-friendly resume builder and parser test (Free)
- Jake's Resume (Overleaf) — The LaTeX resume template most SDE freshers use (Free)
- Resume Worded — Resume and LinkedIn scoring (Free plan)
- Jobscan — Match your resume against a job description (Free plan)
Free courses
- Professional Resume Writing — Alison (Free course)
- Resume, Networking, and Interview Skills — Fullbridge (Free to audit)
01.2Tell me about yourself
A 60–90 second answer: present, past, why this role.
What this covers
- Present — Who you are now: degree, year, focus.
- Past — One or two proof points: a project, internship or result.
- Future — Why this role and this company next.
- Length — 60–90 seconds; stop before you list everything.
- Delivery — Calm pace and eye contact, not a memorised script.
What to practise
- Write it, then say it out loud 5 times
- Record yourself and cut anything over 90 seconds
Common questions
- Tell me about yourself.
- Why should we hire you?
- Where do you see yourself in a few years?
Free resources
- Google Interview Warmup — Free spoken mock interview that prints your transcript (Free)
- BBC Learning English — Structured free English lessons and podcasts (Free)
Free courses
- English@Work: Basic Job Interview Skills — The Hong Kong Polytechnic University (Free to audit)
- Job Interview Preparation For Tech Professionals — University of Cape Town (Free to audit)
01.3Projects & internships
Explaining your project or internship like an engineer.
What this covers
- Problem & objective — What you set out to solve.
- Method — Design, calculations, experiments.
- Your contribution — Exactly what you did.
- Results & limits — Numbers and honest limitations.
- What next — How you would improve it.
What to practise
- Prepare a 3-minute project explanation with one diagram
- List five questions an examiner could ask
Common questions
- Explain your final-year project.
- What would you change if you did it again?
Free resources
- Tech Interview Handbook — Free guide to coding and behavioral interviews (Free)
- NPTEL — IIT/IISc course videos across engineering (Free)
02Core subjects
The technical heart of the interview.
02.1Mechatronics & robotics core
Sensors, actuators, control and robot kinematics.
What this covers
- Sensors & actuators — How robots sense and move.
- Control — PID and feedback.
- Kinematics — Forward and inverse kinematics.
- Embedded & PLC — Controllers and programming.
- ROS & simulation — Robot software basics.
What to practise
- Build or simulate a line-follower
- Tune a PID loop in simulation
Common questions
- How does a PID controller work?
- What is inverse kinematics?
Free resources
- ROS 2 documentation — Official Robot Operating System tutorials (Free)
- NPTEL — IIT/IISc course videos across engineering (Free)
- Arduino documentation — Official Arduino guides and tutorials (Free)
Free courses
- Robotics — Stanford University (Free video)
- MIT 6.832 Underactuated Robotics, Spring 2009 — Massachusetts Institute of Technology (Free video)
- Stanford AA289/ENGR319 - Robotics and Autonomous Systems Seminar — Stanford University (Free video)
02.2Programming fundamentals
One language you know well: syntax, memory, complexity.
What this covers
- One language deeply — C++, Java or Python: syntax, standard library, quirks.
- Time & space complexity — Big-O of loops, recursion and common operations.
- Recursion — Base cases, the call stack, when it overflows.
- Memory basics — Stack vs heap, references vs values, garbage collection.
- Strings & arrays — Immutability, copying and slicing costs in your language.
- Debugging — Reading errors, dry runs, using a debugger.
What to practise
- Solve 10 easy problems without an IDE's help
- Explain the complexity of each solution aloud
Common questions
- What is the time complexity of your solution?
- What happens in memory when you call a function?
- Difference between an array and a linked list?
Free resources
- Harvard CS50x — The best first CS course there is (Free)
- HackerRank — Where many campus tests actually run (Free)
- GeeksforGeeks — Company-wise questions and theory (Free plan)
Free courses
- CS50's Introduction to Programming with Python (CS50P) 2022 — Harvard University (Free video)
- MIT 6.100L Introduction to CS and Programming using Python, Fall 2022 — Massachusetts Institute of Technology (Free video)
- Programming in Modern C++ — IIT Kharagpur (Free course)
02.3Embedded C & microcontrollers
Low-level C and how code runs on microcontrollers.
What this covers
- Pointers & memory — Volatile, const, memory-mapped registers.
- Bit manipulation — Set, clear, toggle, masks.
- Interrupts — ISRs and keeping them short.
- Timers & GPIO — Driving pins and measuring time.
- RTOS basics — Tasks, scheduling, semaphores.
- Debugging — Debuggers, logic analysers, printf.
What to practise
- Blink and debounce a button on a microcontroller board
- Write bit-manipulation helpers and test them
Common questions
- What does volatile mean?
- How do you set a bit in a register?
- What is an interrupt?
Free resources
- Arduino documentation — Official Arduino guides and tutorials (Free)
- NPTEL — IIT/IISc course videos across engineering (Free)
- All About Circuits textbook — Free electronics and electrical textbook (Free)
Free courses
- Embedded Systems Design — IIT Kharagpur (Free course)
- Embedded System Design with ARM — IIT Kharagpur (Free course)
- ACM India Summer School on IoT and Embedded Systems — IIT Madras (Free course)
02.4Computer vision
Image models, tasks and data pipelines for vision roles.
What this covers
- Image basics — Pixels, channels, preprocessing.
- CNNs — Convolutions, pooling, architectures.
- Tasks — Classification, detection, segmentation.
- Augmentation — Making models robust.
- Evaluation — IoU, mAP, confusion matrices.
What to practise
- Train an image classifier and analyse failures
- Run an object detector on your own photos
Common questions
- What is IoU?
- Why use data augmentation?
Free resources
- fast.ai — Practical deep learning, top-down (Free)
- Hugging Face Learn — NLP, LLM, agents and diffusion courses (Free)
- Kaggle Learn — Short practical courses: Python, Pandas, ML, SQL (Free)
Free courses
- Stanford CS231N Deep Learning for Computer Vision I 2025 — Stanford University (Free video)
- Computer Vision — IIT Kharagpur (Free course)
- Introduction to computer vision concepts — Microsoft (Free course)
03Tools & practice
How the work is actually done.
03.1Linux & the command line
Everyday commands, permissions and processes.
What this covers
- Navigation & files — ls, cd, find, grep, less.
- Permissions — chmod, chown, users and groups.
- Processes — ps, top, kill, background jobs.
- Networking tools — curl, ping, ss, dig.
- Shell scripting — Variables, loops, pipes, exit codes.
- Logs & services — journalctl, systemctl, tail -f.
What to practise
- Solve the first 15 levels of a command-line wargame
- Write a script that backs up a folder daily
Common questions
- How do you find which process uses a port?
- What does chmod 755 mean?
Free resources
- OverTheWire: Bandit — Command-line security games, level by level (Free)
- Professor Messer — Free networking and IT support video courses (Free)
- MIT OpenCourseWare — Real MIT course material, free (Free)
Free courses
- Command Line Hacking – Over The Wire Bandit Walkthrough (CTF Wargame) — freeCodeCamp (Free video)
- Linux for Absolute Beginners — Alison (Free course)
- Linux Basics: The Command Line Interface — Dartmouth College (Free to audit)
03.2MATLAB & simulation
Simulation tools engineers use for analysis.
What this covers
- MATLAB basics — Arrays, scripts, plots.
- Simulink — Modelling dynamic systems.
- Numerical methods — Solving equations numerically.
- FEA/CFD awareness — What these tools do.
- Interpreting results — Sanity checks.
What to practise
- Complete the free MATLAB and Simulink onramps
- Simulate one system from your coursework
Common questions
- How would you verify a simulation result?
Free resources
- MATLAB Onramp — Free self-paced MATLAB and Simulink basics (Free)
- NPTEL — IIT/IISc course videos across engineering (Free)
Free courses
- MIT 18.S997 Introduction to MATLAB Programming Fall 2011 — Massachusetts Institute of Technology (Free video)
- MATLAB Programming for Numerical Computation — IIT Madras (Free course)
- Applied Production Analysis using MATLAB — IISER Bhopal (Free course)
04Practice
Rehearse it out loud.
04.1Mock interviews
At least two full practice interviews before the real one.
What this covers
- Realistic setting — Same format, time limit and dress as the real round.
- Common questions first — Introduction, motivation, experience, weaknesses.
- Feedback — Ask what was unclear or too long.
- Recording — Watch yourself once; fix fillers and pace.
- Role questions — Add 3–5 questions specific to your field.
What to practise
- Do two mock interviews with a friend or senior
- Use a spoken practice tool and read the transcript
Common questions
- Tell me about yourself.
- Why this role?
Free resources
- Google Interview Warmup — Free spoken mock interview that prints your transcript (Free)
- Pramp / Exponent peer mocks — Free peer-to-peer mock interviews (Free plan)
- Tech Interview Handbook — Free guide to coding and behavioral interviews (Free)
Free courses
- Software Engineering Job Interview – Full Mock Interview — freeCodeCamp (Free video)
05Behavioral & HR
How you work with people.
05.1Behavioral & STAR
Stories about teamwork, conflict and failure, told with STAR.
What this covers
- STAR structure — Situation, task, action, result. Spend most of the time on action.
- Story bank — 6–8 real stories you can reuse across questions.
- Teamwork & conflict — Disagreeing respectfully and what you changed.
- Failure & weakness — A real one, what you learned, what you do now.
- Ownership — Times you took initiative without being asked.
- Common HR questions — Why us, why you, strengths, relocation.
What to practise
- Write 6 stories in STAR form
- Map each story to 2–3 common questions
- Practise one story with a friend
Common questions
- Tell me about a time you failed.
- Describe a conflict in a team and what you did.
- What is your biggest weakness?
Free resources
- Tech Interview Handbook — Free guide to coding and behavioral interviews (Free)
- Google Interview Warmup — Free spoken mock interview that prints your transcript (Free)
- Pramp / Exponent peer mocks — Free peer-to-peer mock interviews (Free plan)
Free courses
- Master Behavioral Interviews (for Software Engineers) — freeCodeCamp (Free video)
- Behavioral Interview Practice for Computer Science Students — CodeSignal (Free to audit)
- Soft Skills For Tech Professionals — University of Cape Town (Free to audit)
05.2Strengths & weaknesses
Honest strengths with proof, and a real weakness you are working on.
What this covers
- Strengths with proof — Pick 2–3 and back each with one short example.
- A real weakness — Not a disguised strength; something you are actively improving.
- What you are doing about it — The habit, course or system that shows progress.
- Fit to the role — Strengths that matter for this job, not any job.
What to practise
- Write three strengths with one example each
- Practise the weakness answer until it sounds calm, not rehearsed
Common questions
- What are your greatest strengths?
- What is your biggest weakness?
- How would your friends or teammates describe you?
Free resources
- Google Interview Warmup — Free spoken mock interview that prints your transcript (Free)
- Indeed career guide: interviewing — Articles on common interview questions and answers (Free)
- Tech Interview Handbook — Free guide to coding and behavioral interviews (Free)
Free courses
- Software Engineering Job Interview – Full Mock Interview — freeCodeCamp (Free video)
- A Complete Job Interview Skills Guide — Alison (Free course)
- English@Work: Advanced Job Interview Skills — The Hong Kong Polytechnic University (Free to audit)
05.3Common HR questions
The questions almost every HR round asks, answered honestly and briefly.
What this covers
- Why this company — Specific reasons from your research, not praise.
- Why should we hire you — Match two needs of the role to your proof.
- Gaps and changes — Explain gaps, backlogs or a branch change without excuses.
- Relocation, shifts, bonds — Know your real answer before the interview.
- Career goals — A realistic next step, connected to this role.
- Notice period and joining — Facts you should have ready.
What to practise
- Write short answers to ten common HR questions
- Say them aloud to a friend and cut anything over a minute
Common questions
- Why do you want to join us?
- Where do you see yourself in five years?
- Are you open to relocation?
- Why did you choose your branch or degree?
Free resources
- Indeed career guide: interviewing — Articles on common interview questions and answers (Free)
- Google Interview Warmup — Free spoken mock interview that prints your transcript (Free)
- AmbitionBox interviews — Interview experiences and company reviews from Indian candidates (Free)
Free courses
- Software Engineering Job Interview – Full Mock Interview — freeCodeCamp (Free video)
- A Complete Job Interview Skills Guide — Alison (Free course)
- Interview Preparation Skills for Accountants — Alison (Free course)
06Company & final prep
The last 48 hours.
06.1Company research
The product, the role, the job description and recent news.
What this covers
- The business — What it sells and to whom.
- The role — What the job description really asks for.
- Recent news — Launches, results, announcements.
- Interview format — The rounds, if the company shares them.
- Your fit — Three reasons, matched to the job description.
What to practise
- Write 3 reasons you want this role
- Match 3 JD lines to your experience
Common questions
- Why do you want to work here?
- What do you know about our product?
Free resources
- GeeksforGeeks — Company-wise questions and theory (Free plan)
- Tech Interview Handbook — Free guide to coding and behavioral interviews (Free)
06.2Questions to ask
Two or three good questions for the end of the interview.
What this covers
- About the team — How work is planned and reviewed.
- About growth — Mentoring, learning, the first 90 days.
- About the product — What is hard right now.
- What to avoid — Questions a quick search answers.
What to practise
- Write 5 questions, keep the best 3
- Prepare one question about the team's own product
Common questions
- Do you have any questions for us?
Free resources
- Tech Interview Handbook — Free guide to coding and behavioral interviews (Free)
06.3Salary & offer basics
How to read an offer, answer salary questions and compare offers.
What this covers
- CTC vs in-hand — CTC includes PF, bonuses and benefits; in-hand is what you receive monthly.
- Fixed vs variable — Variable pay and joining bonuses may have conditions.
- Bonds and clawbacks — Read the service agreement before you sign.
- Answering "expected salary" — Give a researched range or ask for theirs first.
- Comparing offers — Role, learning, location and in-hand pay, not only CTC.
What to practise
- Look up salary ranges for the role and city
- Calculate in-hand pay for one sample offer
Common questions
- What are your salary expectations?
- Do you have any other offers?
Free resources
- Levels.fyi — Salary data shared by employees, mostly tech roles (Free)
- AmbitionBox interviews — Interview experiences and company reviews from Indian candidates (Free)
- Glassdoor interview questions — Interview questions and reviews shared by candidates (Free plan)
06.4Final checklist
Logistics, documents, setup and a calm night before.
What this covers
- Logistics — Time, timezone, link or address.
- Documents — Resume copies, ID, certificates if asked.
- Tech check — Camera, mic, internet, charger.
- Night before — Sleep, light revision, no new topics.
What to practise
- Do a 5-minute tech check the day before
- Lay out documents and clothes the night before
Free resources
- Google Interview Warmup — Free spoken mock interview that prints your transcript (Free)
06.5Job & interview safety
Spot fake offers, payment requests and fake interview links.
What this covers
- Payment requests — Real employers don't charge for jobs or training.
- Email domains — Check it matches the company's own site.
- OTPs & logins — Never share them with anyone.
- Fake interview links — Care with unknown chat apps and downloads.
- Reporting — The 1930 helpline and cybercrime.gov.in.
What to practise
- Check one recent offer against these rules
- Confirm the opening is listed on the company's own careers page
Free resources
- National Cyber Crime Portal — Report online fraud and job scams (Free)
- Have I Been Pwned — Check if your email appears in a data breach (Free)