KASHII UPDATEZ Everyday Student Requirements & Python Coding Tutorials by Python Kashi
REQUIREMENT_ID_1815 β€’ 3-DAY_ACTIVE_POLICY

AI Engineering Intern

Company
Company Cars24
Type
Opportunity Type Internship
Salary
Stipend / Salary Rs 15,000 per month (approx.)
Location
Location Gurugram, Haryana, India
Posted Date
Posted Date Today
Python Machine Learning Data Preprocessing SQL APIs Git Problem Solving Analytical Thinking Basic Deep Learning Communication
πŸ“–
Aptitude Practice Questions Open Resource β†—
Curated quantitative and logical reasoning problems to sharpen the analytical skills needed for the online test.
πŸ“–
Cars24 Recruitment Process Insights Open Resource β†—
First‑hand experiences from previous candidates outlining the interview stages and preparation tips specific to Cars24.
πŸ“–
Comprehensive Interview Preparation Guide Open Resource β†—
A collection of resources covering data structures, algorithms, and machine learning fundamentals useful for technical rounds.
πŸ“–
Algorithm Practice Problems Open Resource β†—
A wide range of coding challenges to practice problem‑solving speed and accuracy, essential for the coding assessment.

B.Tech / B.E. or M.Tech in Computer Science, Information Technology, Electronics & Communication, or related fields; minimum CGPA 6.5/10 (or equivalent); strong foundation in data structures, algorithms, and mathematics; no active backlogs; ability to work full‑time for 3–6 months; good communication skills.

1
Round 1: Online aptitude & coding test
2
Round 2: Technical interview (ML concepts, coding, project discussion)
3
Round 3: HR interview (fit, motivation, internship logistics)
Cars24 is one of India’s fastest‑growing online platforms for buying and selling pre‑owned cars. Founded in 2015, the company has built a robust ecosystem that includes end‑to‑end vehicle inspection, pricing algorithms, financing, and a nationwide logistics network. With a presence in over 200 cities and a valuation crossing $2β€―billion, Cars24 is constantly leveraging technology to make the used‑car market more transparent and efficient. The tech team works on large‑scale data pipelines, AI‑driven pricing models, and consumer‑facing mobile and web applications, offering a fertile ground for fresh talent to experiment and innovate. The AI Engineering Intern role is designed for candidates who are passionate about machine learning and want to apply their knowledge to real‑world problems. As an intern, you will be embedded within the AI product team, collaborating with senior engineers, data scientists, and product managers. You will get hands‑on exposure to the full lifecycle of AI solutions – from data collection and preprocessing, through model development and evaluation, to deployment and monitoring in production. The internship typically spans 3 to 6+ months, providing ample time to contribute meaningfully to ongoing projects. **Key Responsibilities** 1. Assist in designing, developing, and testing AI‑powered features for Cars24’s web and mobile platforms. 2. Prepare, clean, and explore large datasets to support model training and validation. 3. Conduct experiments with different machine‑learning algorithms and document results. 4. Integrate trained models into backend services using APIs and micro‑service architecture. 5. Write clean, modular Python code and contribute to code reviews. 6. Debug and troubleshoot issues in data pipelines and model inference. 7. Collaborate with cross‑functional teams to translate business requirements into technical specifications. 8. Maintain documentation of experiments, model performance metrics, and deployment procedures. 9. Stay updated with the latest AI research and suggest improvements to existing solutions. 10. Participate in weekly sprint meetings and present progress to stakeholders. **Tech Stack**: Python, PyTorch/TensorFlow, Scikit‑learn, SQL, RESTful APIs, Git, Docker, Linux, Jupyter notebooks. **Growth Path**: Successful interns may be offered a full‑time position as a Machine Learning Engineer or Data Scientist, with clear career ladders that include senior engineering roles, lead AI architect positions, and product ownership opportunities. **Why Join Cars24?** The company offers a fast‑paced environment where interns can see the impact of their work on millions of users. You will work alongside seasoned engineers, gain exposure to end‑to‑end AI product development, and benefit from mentorship programs. Moreover, Cars24’s culture encourages curiosity, continuous learning, and ownership, making it an ideal launchpad for a career in AI engineering.

Cars24 β€” Data Analytics & SQL Interview Guide

Previously asked questions, exam syllabus, coding benchmarks & round strategy.

APTITUDE & LOGIC πŸ“–
Aptitude Practice Questions & Online Mock Tests

Curated logical, quantitative, and verbal reasoning problems to sharpen reasoning skills required for the initial screening test.

Open Resource β†—
COMPANY GUIDE 🎯
Cars24 Interview Preparation Corner

Comprehensive guide covering typical interview formats, common questions, and preparation tips for Cars24 and off-campus tech roles.

Open Resource β†—
MOCK TESTS & PAPERS πŸ“
Comprehensive Interview Prep Resources & Syllabus

Collection of previous year questions, company-specific test patterns, and interview experiences for technical and HR rounds.

Open Resource β†—
CODING PRACTICE πŸ’»
Algorithm and Data Structure Problem Set

Practice problems to improve coding proficiency and algorithm problem-solving speed for technical rounds.

Open Resource β†—
Round 1: Online Assessment (OA)
Aptitude, Quantitative Logic & 2 Coding Problems
Focus on accuracy and speed. Practice arrays, strings, and standard arithmetic puzzles.
Round 2: Technical Interview 1
Core Tech Stack (Python, Machine Learning, Data Preprocessing, SQL, APIs, Git, Problem Solving, Analytical Thinking, Basic Deep Learning, Communication) & Live Code Tracing
Explain your thought process aloud. Analyze time & space complexities before coding.
Round 3: System Design & Problem Solving
Database Schemas, APIs & Architecture Basics
Clarify edge cases, diagram schemas cleanly, and discuss scalability trade-offs.
Round 4: HR & Cultural Fit Discussion
Cars24 Core Values, Learning Agility & Offer Terms
Demonstrate passion, strong communication, and readiness for full-time collaboration.
What is the difference between WHERE and HAVING clauses in SQL? Answer β–Ό
Model Answer: WHERE filters rows before any groupings are applied, while HAVING filters aggregated groups after GROUP BY has executed.
Explain SQL Window functions: ROW_NUMBER(), RANK(), and DENSE_RANK(). Answer β–Ό
Model Answer: ROW_NUMBER() assigns unique sequential integers. RANK() assigns identical ranks to ties and skips ranks. DENSE_RANK() assigns identical ranks to ties without skipping rank numbers.
How do you handle NULL and missing values during data cleaning in Python/Pandas? Answer β–Ό
Model Answer: Use .isna().sum() to identify missing values. Impute with mean/median using .fillna() or remove with .dropna(subset=[...]) depending on variance impact.
What is the difference between Star Schema and Snowflake Schema in Data Warehousing? Answer β–Ό
Model Answer: Star Schema has denormalized dimension tables directly connected to the central Fact table. Snowflake Schema normalizes dimension tables into sub-dimensions to minimize redundancy.
How do you calculate MoM (Month-over-Month) growth in SQL? Answer β–Ό
Model Answer: Use LAG(revenue, 1) OVER (ORDER BY month) to fetch the previous month's revenue and compute (revenue - prev_revenue) / prev_revenue * 100.
Why do you want to join Cars24 as a AI Engineering Intern?
Preparation Tip: Highlight Cars24's market reputation, recent tech innovations, and how your skills in Python directly solve their team's objectives.
Describe a challenging bug or academic project roadblock and how you resolved it.
Preparation Tip: Use the STAR method: Situation (project context), Task (what needed solving), Action (specific tools/logic applied), Result (quantifiable positive outcome).
How do you handle strict deadlines or sudden scope changes?
Preparation Tip: Explain your prioritization strategy, proactive communication with mentors/peers, and agile mindset.

More Fresh Requirements in Software Engineering

View Category Feed β†—
Cars24
AI Engineering Intern
Apply Apply Now β†—
Chat Chat with Kashii