Jobs can be categorized by experience required. Internships and entry level roles need none to low experience. Mid level and senior level roles need significantly more. For someone starting out, that narrows the field to internships and entry level positions.

Internships are often unpaid, which makes them less attractive than entry level jobs. Most people skip them and go straight to applying for full-time roles. Research suggests that is a mistake.


Internships Convert to Jobs at a High Rate

An internship is not a consolation prize for not getting a full-time offer. It is a trial run that companies use to evaluate candidates before committing to a hire. The conversion data reflects that.

40%
of internships convert into a full-time job offer.
Source: Unstop Talent Report 2026  ·  Indian market data

A 40% conversion rate means that if you complete ten internships across your career, four of them are likely to result in a job offer. That is a significantly better outcome than the conversion rate on cold applications through job boards.

The reason is straightforward. When you intern at a company, the team has already seen your work. You skip the resume screen, the application pile, and most of the initial interview stages. The hiring decision is based on direct observation rather than a document.

The unpaid nature of internships is a real drawback. But it is worth weighing that against the 40% conversion figure. If getting a full-time role is the goal, an unpaid internship with a high conversion probability may be a faster route than spending months on job boards with a low one.


Referrals Fill Far More Roles Than Most People Expect

Most job seekers treat referrals as a bonus. They apply through job boards as the primary strategy and hope a referral shows up along the way. The data suggests that order should be reversed.

7%
applicant-to-hire conversion rate for referrals. Referrals account for 40% of all successful hires.
Source: Symbiosis Institute of Management Studies  ·  Indian market data

Read those two figures together. Referrals convert applicants to hires at 7% while also filling 40% of all roles that get filled. That means a large share of jobs are going to people who were recommended, not to people who found the role on a job board.

Cold applications on job boards have a much lower conversion rate, yet that is where most job seekers spend the majority of their time. The referral channel is underused relative to how effective it is.

Building referrals does not require knowing senior people. It requires knowing one person at a target company well enough for them to put their name next to yours. That person can be a classmate, a peer from a previous internship, or a connection made at a college event.

Start with the network you already have. Map it against the companies you want to work at. For companies where you have no existing contact, look for alumni from your college who are currently employed there. A short message asking for a conversation is low effort and often effective.


Two Things We Know for Certain Right Now

These two factors are the ones we can currently support with research data from Indian markets. Other factors likely play a role in getting a job with no experience. We are actively researching them and will update this blog as findings become available.

What the data confirms so far is that networking and internships are the two highest-leverage activities for someone starting out. Networking increases your chance of getting a referral. Internships give you a 40% shot at a full-time offer from the company you intern at.

Job boards are not useless. But they should not be the whole strategy while these two channels go untried.

From Detoxify
MatchMaker — For people with skill but no experience on paper

If you are skilled enough for a role but have no formal experience to show for it, MatchMaker is being built for you. Here is how it works right now.

1

Skill assessment via your profiles. We evaluate you based on your GitHub and Stack Overflow activity.

Assessment is currently being developed. You can ignore its evaluation for now.

2

We store your profile and once the full system is live, we will actively match you to roles and contact companies on your behalf to demonstrate your capability.

Try MatchMaker