How to Negotiate Salary for Your First AI Job

I've extended a lot of offers. That means I've watched a lot of people negotiate, well and badly. The truth is that most first-time candidates leave money on the table. They are afraid to negotiate at all. A smaller number overplay their hand and sour the relationship before they start. There's a craft to doing this well, and it's learnable. Here's how, from the side of the table that writes the offer.

First: understand that negotiating is expected

When I make an offer, I expect some negotiation. I've built a little room into the first number for exactly that. Candidates who take the first offer right away often leave money that was there for them. When someone negotiates in a professional way, I do not think less of them. Done well, it signals that they value themselves the right way. The fear that negotiating will cost you the offer is almost always overblown.

Do your research before you talk numbers

Before any salary talk, know the market. Use Levels.fyi, Glassdoor, Robert Half's salary guide, and LinkedIn salary data. They will show you the real range for the role. They will show you the range for your experience level and for your location. Walk in with numbers and the whole dynamic shifts. Walk in with no idea what the role pays, and you are negotiating blind.

Let them name a number first when you can

If they ask your salary expectations early, it is often better to deflect and learn their range first: "I'd like to understand the full scope of the role and the range you have budgeted before discussing specific numbers." That keeps you from anchoring too low. If you must give a number, give a researched range. Put your target near the bottom of where you would be happy.

Negotiate on value, not need

The weakest negotiating position is "I need more money." The strongest is "here's the value I bring." When you ask for more, tie it to what you offer. That means relevant skills, results you can show, and the problems you can solve for them. I respond to "given my portfolio and the impact I can have on X, I was hoping for Y" far better than "I was hoping for more."

Negotiate the whole package, not just base salary

Base salary is one lever. There are others, and some are easier for an employer to move on:

If base salary is truly capped, these other levers can close the gap.

How to actually say it

Keep it warm, specific, and non-adversarial. Something like: "I'm really excited about this role and the team. Based on my research and what I bring, I was hoping we could get the base to [number]. Is there flexibility there?" Then stop talking. Silence is your friend. Let them respond. The candidate who states a clear, fair ask and then waits does better. The one who keeps justifying nervously does worse.

When NOT to push

Say an employer has clearly given you their best offer. They have explained real constraints, and they are treating you fairly. Push hard past that point and you can damage the relationship you are about to start. Know when you have a fair deal. The goal is a good outcome and a good start, not winning every dollar. I remember the candidates who negotiated with grace. I remember the ones who ground for every cent past reason. It shapes how the working relationship begins.

The honest take

Negotiate. Most first-time candidates don't, and they leave real money behind. Research the market. Let them anchor first when you can. Tie your ask to your value. And negotiate the whole package, not just base. State your ask clearly and then be quiet. But know when you've gotten a fair deal, and stop there. Done well, negotiation gets you a better start and earns respect. Done poorly or not at all, it costs you. The skill is learnable, and your first AI job is a good place to practice it.

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