HCLTech & Sarvam AI Hiring Guide: Land 2026 AI & Tech Roles

Key Takeaways

* Hiring Surge: HCLTech’s strategic investment in Sarvam AI and Vetic’s ₹330 crore ($40M) Series B round are projected to create over 5,000 roles across AI development, cloud infrastructure, and healthcare operations by December 2026.

* Eligibility: Engineering graduates from the 2024, 2025, and 2026 batches with a minimum 60% (6.0 CGPA) are primary targets for HCLTech, while Sarvam AI prioritises skill-heavy profiles over CGPA.

* Average Packages: Freshers can expect ₹4.25 LPA to ₹12 LPA (CTC) depending on the role (Ninja vs. Digital/AI tracks), with startups like Vetic offering competitive equity components (ESOPs) for senior roles.

* Process Speed: The end-to-end hiring cycle for HCLTech typically spans 4-6 weeks, whereas Sarvam AI and Vetic move faster, often closing offers within 10-15 days for high-demand AI talent.

* Success Factor: 88% of resumes for these roles are filtered out by Applicant Tracking Systems (ATS) because they lack specific keywords like 'LLM Fine-tuning', 'Vector Databases', or 'Healthcare Ops Optimization'. Use a free ATS score check on GetPersonalisedCV to see where you stand.

The ₹330 Crore Signal: Why These Companies Are Hiring Now

India’s tech landscape just shifted. When a giant like HCLTech invests in a homegrown LLM (Large Language Model) player like Sarvam AI, it isn't just a financial move—it is a massive hiring mandate. They are building 'Sovereign AI' for India. This means they need thousands of engineers who understand Indic languages, tokenisation, and high-performance computing. Simultaneously, Vetic securing ₹330 crore (approximately $40M) signals a boom in the 'pet-tech' and healthcare services sector, requiring a mix of software engineers, product managers, and operations specialists to scale across Tier-1 cities like Bengaluru, Delhi NCR, and Mumbai.

If you are applying through Naukri, LinkedIn India, or Instahyre, a generic resume is your fastest ticket to a rejection email. HCLTech recruiters in Noida and Chennai are currently scanning for 'AI Force' proficiency, while Sarvam AI looks for candidates who have actually contributed to open-source projects on GitHub. You must tailor your resume to this JD specifically to highlight these niche skills.

Eligibility for HCLTech, Sarvam AI, and Vetic (2026 Cycle)

Eligibility criteria in 2026 have become more bifurcated. While HCLTech maintains a structured academic cutoff to manage the sheer volume of off-campus applications, startups like Sarvam AI and Vetic care more about your 'Proof of Work'—your projects, internships at places like Razorpay or Zomato, and your ability to solve real-world problems.

For freshers from Tier-2 and Tier-3 colleges like VIT, SRM, or LPU, HCLTech remains the most accessible gateway into big tech. However, if you have a strong Python background and have experimented with Llama 3 or Sarvam’s OpenHathi, you should bypass the MNC route and aim for the Sarvam AI developer programme. If you are starting from scratch, build a fresher resume in 2 minutes that highlights your project work over your college name.

Hiring Process Round-by-Round

The hiring funnel for these companies is designed to test two things: your cognitive speed and your technical depth. HCLTech uses a high-volume automated filter, while Vetic and Sarvam AI rely heavily on technical deep dives and cultural fitment.

Round 1: Online Assessment (The Filter)

For HCLTech, this is the 'HCL First' or 'CoCubes/AMCAT' style test. It is a game of speed. You have roughly 60 seconds per question. If you are applying to Vetic for a software role, expect a HackerRank or CodeSignal test focusing on Data Structures and Algorithms (DSA).

Pro-Tip: In the HCLTech coding section, focus on passing all hidden test cases. They value code efficiency (time complexity) more than just a 'working' solution. For Sarvam AI, this round might be replaced by a 'Take-home Assignment' where you are asked to build a small wrapper around an API or optimise a specific machine learning pipeline.

Round 2: Technical Interview (The Deep Dive)

If you clear the online test, you will face the technical panel. For HCLTech, this is usually a 30-45 minute conversation. For Sarvam AI, expect a 90-minute grilling on fundamental AI concepts.

#### HCLTech Technical Interview Focus:

* Core Subjects: Be ready for questions on DBMS (SQL joins, indexing), OOPS (Polymorphism, Abstraction), and Operating Systems.

* Project Walkthrough: They will pick one project from your resume. If you mentioned 'Machine Learning', you better know the difference between Random Forest and XGBoost.

* Sample Question: "Explain the 4 pillars of OOPS with a real-world example of an ATM machine."

#### Sarvam AI Technical Interview Focus:

* Generative AI: You must explain Transformers, Attention Mechanisms, and RAG (Retrieval-Augmented Generation).

* Python Mastery: Questions on decorators, generators, and memory management in Python.

* Sample Question: "How would you reduce the latency of an LLM response for a Marathi-speaking user without increasing the GPU cost?"

#### Vetic Technical/Ops Interview Focus:

* Scalability: How would you design a booking system that handles 10,000 pet appointments across 5 cities simultaneously?

* Problem Solving: "Our app retention dropped by 15% in South Delhi last month. How do you investigate this?"

Before you step into these interviews, ensure your resume isn't the reason you fail. A HCLTech software engineer resume example can show you exactly how to phrase your technical skills to pass the initial screening.

Test Pattern & Topics to Master

To crack the 2026 placement season for these companies, your preparation must be targeted. Don't waste time on generic 'Aptitude for Bank PO' books. Focus on the specific patterns used by iimjobs and Hirist for tech hiring.

* Quantitative Aptitude: Focus heavily on Permutation & Combination, Probability, Time & Work, and Speed-Distance. These are favourites for HCLTech and Accenture.

* Technical MCQ: Brush up on 'Predict the Output' questions in C and Java. Know your pointers and memory allocation like the back of your hand.

* AI/ML Fundamentals (For Sarvam AI): Understand the math behind Gradient Descent. Know how to evaluate a model using F1-score vs. Accuracy.

* System Design (For Vetic/Sarvam AI): Even for 2-year experienced folks, understanding Load Balancers, Caching (Redis), and Database Sharding is now mandatory in 2026.

Salary Breakdown: CTC vs. In-Hand

Money is the biggest point of confusion for Indian freshers. A ₹6 LPA CTC does not mean you get ₹50,000 in your bank account on the 30th of every month. Between PF (Provident Fund), Professional Tax, Gratuity, and Performance Linked Incentives (PLI), your 'take-home' will vary.

The Bond Factor: HCLTech often has a service agreement (bond) of ₹50,000 to ₹1,50,000 if you leave within the first 12-18 months. Startups like Sarvam AI and Vetic typically do not have bonds, but they have strict 1-year 'cliff' periods for their ESOPs (Employee Stock Ownership Plans).

If you are negotiating a salary at Vetic after their $40M funding, remember that they have the cash to pay. Don't undersell yourself. Check the interview questions for AI Engineer to understand the value of the skills you are bringing to the table.

Resume Format That Works for 2026 AI Roles

Recruiters at Flipkart, Razorpay, and HCLTech spend less than 6 seconds on your resume. If they don't see numbers, they don't see value. Your resume shouldn't say "Worked on an AI project." It should say "Developed a RAG-based chatbot using LangChain and Sarvam AI APIs that reduced customer support latency by 40%."

Here are three sample bullets that would pass the ATS for these specific companies:

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Using these quantified bullets is the difference between an interview invite and a silent rejection. Most candidates fail because they use 'soft' words like 'helped', 'assisted', or 'participated'. Instead, use 'Engineered', 'Architected', or 'Automated'.

Round 3: HR Round (The Cultural & Behavioral Fit)

The final hurdle in the HCLTech, Sarvam AI, and Vetic recruitment cycle is the HR interview. While many candidates treat this as a formality, in 2026, it has become a critical evaluation of "AI Ethics" and "Adaptability." With HCLTech rolling out its AI Force platform to all employees, recruiters are looking for candidates who don't just have technical skills but possess the mindset to work alongside autonomous agents.

#### HCLTech HR Discussion:

The focus here is on long-term stability and your willingness to upskill. HCLTech is known for its "Ideapreneurship" culture, where even freshers are encouraged to suggest process improvements.

* The Bond/Service Agreement: You will be asked if you are comfortable with the 12-18 month service agreement.

* Location Flexibility: With major hubs in Noida, Chennai, Bengaluru, and Lucknow, the HR will confirm your preference.

* Common Question: "How do you plan to stay relevant in an era where AI can write basic code? How will you contribute to HCLTech’s AI-first mandate?"

#### Sarvam AI HR Discussion:

As a high-growth startup, Sarvam AI looks for "ownership." They don't have layers of management, so you must be a self-starter.

* Equity & ESOPs: If you are a lateral hire or a high-performing graduate from IITs or NITs, the HR will discuss the "cliff period" for your stock options.

* Work Ethic: They often ask about your experience with "hustle culture."

* Common Question: "Why do you want to build Sovereign AI for India instead of joining a US-based Big Tech firm?"

#### Vetic HR Discussion:

Since Vetic is in the healthcare and pet-tech space, empathy and operational excellence are key.

* Scaling Mindset: They will test if you can handle the pressure of a company that just secured ₹330 crore and needs to 10x its user base.

* Common Question: "Can you describe a time you solved a customer problem using a data-driven approach?"

Before you head into these conversations, ensure your behavioral stories are as polished as your code. You can use interview questions for AI Engineer to practice your responses to these high-stakes behavioral prompts.

Real Interview Experience: Perspectives from the 2026 Batch

To give you a clearer picture of what to expect, we spoke with two candidates who recently navigated these processes in early 2026.

Candidate 1: Rahul M., B.Tech (CS) from COEP Pune (Placed at HCLTech)

"I applied through the HCLTech Off-Campus Drive via Naukri. The online test was standard, but the technical interview was surprisingly focused on Generative AI. The interviewer asked me to explain how I’d use an LLM to automate a testing script. Because I had a 'Project' section on my resume that detailed a Python automation tool I built, the conversation stayed on my strengths. My advice? Don't just list skills; explain the 'So What?' of your projects. I used a free ATS score check on GetPersonalisedCV before applying, which helped me realise I was missing keywords like 'Cloud-Native' and 'Microservices'."

Candidate 2: Priya S., Data Scientist with 2 Years Experience (Joined Sarvam AI)

"The Sarvam AI process was intense but fast. I was scouted on LinkedIn based on my contributions to an open-source Indic language dataset. The first round was a 4-hour take-home challenge to optimise a tokenizer for Kannada. The technical rounds were purely whiteboard-based—no IDEs, just logic. They care deeply about how you think about 'Token Efficiency' and 'Inference Costs.' It’s not about knowing the library; it’s about knowing the math behind the library. The salary negotiation was transparent, and the focus on building for India was the deciding factor for me."

Post-Selection: Training and Onboarding in 2026

Once you receive your offer letter from HCLTech, you won't just start coding on day one. Most freshers undergo a 3-6 month training programme at HCLTech’s campuses in Noida (Sector 126) or Manesar.

* HCLTech AI Force Training: You will be trained on their proprietary AI platform. This is a mandatory certification that makes you 'project-ready.'

* Sarvam AI Boot Camp: New joins spend the first two weeks deep-diving into the OpenHathi architecture and understanding the nuances of the Gajendra model (their latest 2026 release).

* Vetic Ops Training: For those in operational or product roles, you will likely spend time at one of their 50+ clinics in Gurugram or Bengaluru to understand the ground-level pet-parent experience.

Tools That Help You Tailor Your Resume Faster

In 2026, the volume of applications per role has tripled due to AI-generated resumes. To stand out, you need a resume that is more "human" and "quantified" than the rest.

1. GetPersonalisedCV ATS Checker:

Most resumes for HCLTech and Vetic are rejected by the iCIMS or Workday ATS before a human even sees them. This tool gives you a real-time score based on the same parsing logic used by Tier-1 Indian firms. It identifies if your contact information is readable and if your skills match the 2026 industry standards.

Check your free ATS score here.

2. JD-Resume Matcher (Tailor Tool):

Don't send the same resume to Sarvam AI (a research-heavy startup) that you send to HCLTech (a service-heavy MNC). This tool allows you to paste the Job Description from LinkedIn or Instahyre and automatically suggests keywords you should add to your profile to hit a 90%+ match rate.

Tailor your resume to this JD in 2 minutes.

Frequently Asked Questions

Q1: Does HCLTech allow work-from-home (WFH) for freshers in 2026?

As of June 2026, HCLTech follows a strict hybrid model. Most freshers are expected to be in the office at least 3 days a week for the first 12 months to facilitate mentorship and "AI Force" training.

Q2: What is the minimum CGPA required for Sarvam AI?

Sarvam AI does not have a hard CGPA cutoff. They prioritise your GitHub profile, Kaggle rankings, and contributions to the AI community. However, a basic understanding of computer science fundamentals is tested rigorously in the technical rounds.

Q3: Is there a bond at Vetic after the $40M funding round?

Typically, Vetic does not have a service bond. However, they have a standard 1-year cliff for ESOP vesting, meaning you must stay at least 12 months to benefit from your equity components.

Q4: Can 2024 and 2025 batch students apply for the 2026 HCLTech drive?

Yes, HCLTech is currently running "Mega Off-Campus Drives" that target the 2024, 2025, and 2026 batches to fill the talent gap created by their new AI contracts.

Q5: What are the primary locations for Sarvam AI?

Sarvam AI is primarily headquartered in Bengaluru (Indiranagar/HSR Layout). They prefer in-office collaboration given the research-intensive nature of building Large Language Models.

Q6: How much is the variable pay at HCLTech?

Variable pay (Performance Linked Incentive) at HCLTech usually ranges from 5% to 15% of your annual CTC, paid out quarterly or annually based on individual and unit performance.

Q7: Does Vetic hire non-engineers?

Yes, following their Series B funding, Vetic is hiring extensively for Operations Managers, Marketing Leads, and Clinic Administrators across Delhi NCR, Mumbai, and Hyderabad.

Q8: What is the best way to get an interview at Sarvam AI?

Referrals are the most effective route. Connect with engineers at Sarvam AI on LinkedIn and share a link to a specific AI project you have built using their open-source models.

Q9: Will a backlog in my final semester disqualify me from HCLTech?

You can have one active backlog at the time of the interview, but it must be cleared before you join the company. HCLTech is quite strict about having a clean marksheet at the time of onboarding.

Q10: Is the HCLTech interview harder than TCS or Infosys?

In 2026, HCLTech's 'Digital' and 'AI' tracks are considered slightly more difficult than the standard TCS Ninja or Infosys System Engineer roles because of the heavy emphasis on coding logic and system design.

The 2026 hiring season is defined by the "AI Divide"—those who can build with AI and those who will be replaced by it. Whether you are aiming for the structured growth of HCLTech, the cutting-edge research of Sarvam AI, or the rapid scaling of Vetic, your first step is a resume that proves you belong in this new era. Try GetPersonalisedCV free to ensure your profile is ready for the 2026 surge.

For more insights on the latest hiring trends in the Indian tech ecosystem, check out more career guides on the GetPersonalisedCV blog.