Using Data to Counter Low Offers in Negotiations

$95,000. That's what a strong candidate almost accepted for a Director-level TA role that should have paid $130K minimum. I was running the search. She had the offer in hand and was ready to sign the same day it landed. I asked her to hold for 24 hours before responding. Not because I wanted to slow her down. Because the number didn't match the market data I'd pulled for that role. We went through it together: → Comp data for the role, level, and location — pulled from three sources, not one → A specific ask, not a range ("$136K base" not "somewhere in the $120s-130s") → A written follow-up, not a verbal counter in a call she couldn't fully control → A clear timeline she controlled, instead of reacting to theirs She countered at $136K. They came back in two days. No pushback, no awkwardness, no "let me check with the team." They'd priced the role low and were waiting to see if anyone would push. That's the pattern I've seen across 12+ years of full-cycle recruiting, including inside Google and Microsoft: the first offer is rarely the ceiling. It's a test of whether the candidate knows the market well enough to ask. Most candidates don't counter because they don't have the data, not because the number is fair. What's the biggest gap you've seen between a candidate's first offer and what they actually should have been paid? #TalentAcquisition #TalentStrategy #CareerGrowth #HRLeadership

#Negotiation Tip Number 4: Gather and Leverage the Data.   In his book “Moneyball,” Michael Lewis quotes John Henry, renowned investment manager and owner of the Boston Red Sox, in reference to a comparison between professional baseball and the financial markets, “People in both fields operate with beliefs and biases. To the extent you can eliminate both and replace them with data, you gain a clear advantage.” Since that book was published, data analytics has become a vital part of how almost every major professional sports team makes decisions. Data is equally important in commercial real estate negotiations. Most CRE professionals realize the importance of obtaining data, but few understand how to fully use it to achieve a successful outcome. In a negotiation while representing a buyer of a low-rise office building in a submarket with dozens of similar-sized office buildings, my team cherry-picked comparable sales and sent them to the seller’s representative, making a case for a purchase price around $90 per square foot. On the contrary, the seller’s representative made the case that the purchase price should be closer to $100 per square foot — submitting their own version of comparable sales as justification. At this point, our team was certainly tempted to accept the invitation from the seller’s broker to play the high-low game. Instead, we evaluated the seller’s comp set to determine how we could either work toward bridging the gap or defend our original position all while trying to achieve our client’s goals. As we dissected both data sets, we were able to see that many of the seller’s comparable sales had already been renovated, while the property being bought still needed cosmetic renovation. That was telling from a qualitative analysis, but the most convincing case came when we put both sets of sales comps on a line graph to show the trend in sale price per square foot over time. This line graph was very helpful for both the buyer and the seller to understand the current value of the property as the next data point in a trendline. Ultimately, they agreed on a purchase price that equated to $87 per square foot. Both sides had data, but it wasn’t until it was dissected and brought to life that anyone truly understood how it brought relevance to the negotiation. #CapitalMarkets, #InvestmentSales, #CRE, #CommercialRealEstate

Got a lowball offer? Here's the script that got me more (without risking the job) You've been searching for months The offer finally comes But!? It is 25% below your expectations You need this job A lot of people accept it or walk away. But there is a third option. I have faced this exact scenario. The initial offer was significantly below market rate and my own expectations… Here's what I did: First, I acknowledged their offer with genuine enthusiasm about the role. No negativity. No disappointment in my tone. Then I shared data: • 3 comparable roles at similar companies • My specific achievements that justified higher comp • The unique value I'd bring to their team The key phrasing that changed everything: "I'm incredibly excited about this opportunity. Based on my research and the value I'll deliver, I believe $X would be fair. Can we work together to get closer to that number?" Not "I need" or "I want" "I believe" and "Can we work together" They came back with 18% more than the original offer. My manager later told me they appreciated my collaborative approach. Most candidates either accept immediately or make demands. The truth about negotiation: Companies expect it They budget for it They respect it when done professionally Your move isn't about being greedy It's about establishing your value from day one What nobody tells you — The biggest risk isn't them pulling the offer It's you starting a job already feeling undervalued Have you negotiated an offer recently? Help others out — What worked for you?

If you are going to counteroffer, make sure your number is based on data and research. Too often, a counter is just a gut feeling: the offer felt "a little low," so you throw out a bigger number. No leverage, no data, just a vibe. Before you counter, get the FULL picture of your current comp and the offered comp: 🔺Out-of-pocket benefit costs (premiums, deductibles — what actually leaves your paycheck) 🔺Variable comp averages from the last 1-2 years (actual payout, not target) 🔺PTO days, converted to dollar value 🔺Stock options/RSUs — vested AND unvested, including what you'd forfeit 🔺401k match 🔺Sign-on bonus (yours to lose if you leave early) 🔺Stipends — remote work, commuter, professional development, wellness 🔺Tuition Assistance Lay all of that out, and you're not negotiating on feelings anymore. You're negotiating on math. You have a lot more leverage when your number is based on math. Math based on data collection is a lot stronger than "I was hoping for more."

I lowballed myself for 3 years. Not because I didn't know my worth. Because I didn't know the market. I was benchmarking my salary against my last salary. Not against what the market was paying for my specific skills. Those are two completely different numbers. And in AI right now — the gap between them is enormous. Here's what changed when I started negotiating differently: I stopped saying: "I'm currently at X and looking for a 20% increase." And started saying: "I bring GenAI implementation experience — I've built LLM pipelines in production, trained corporate teams, and driven measurable business outcomes. I'm looking for compensation that reflects that specialisation." The first sentence anchors you to your past. The second anchors you to your market value. Same person. Same skills. Completely different conversation. Three things to do before your next offer: 1. Stop using your last CTC as the starting point. It's the most expensive mistake you can make in a negotiation. 2. Find the real market rate for GenAI skills — not data science generalist roles. The specialisation bracket is different. Know it before you walk in. 3. Quantify one thing you've built or improved. Time saved. Accuracy improved. Process automated. One number beats ten bullet points every time. The GenAI skill premium is real in India right now. The only question is whether your next offer reflects it. I lowballed myself for 3 years. You don't have to. Day 12 of 15 — Cracking GenAI Interviews What's the biggest mistake you've made in a salary negotiation? I'll go first in the comments. 👇 #AIInIndia #SalaryNegotiation #DataScience #GenAI #WomenInTech

A candidate called me halfway through a process. Third interview done. An offer likely coming. Then, quietly: “Can I be honest? I don’t think I want to leave. I just want to be paid what I’m worth where I am.” I’m a headhunter. My job is to move people. So this works against me. But the best version of this conversation happens before you ever start looking. You make your case at home first. Going out to find another offer is the fallback — not the opening move. Most people get the order backwards. They go looking, land an offer, and only then realise what they wanted was where they already were. If the thing pulling you isn’t the new company — if it’s money, a title, or a ceiling you could lift where you sit — the smartest move might be the one you don’t make. Step 1: Be honest about what’s actually pulling you Is it the new company? The work? The people? Or is it 15% more money and a better title? Strip out the pay and the title. If you still want to go, then go — this post isn’t for you. But if what you want is more money and more room to grow, and both could exist where you already are, keep reading. Step 2: Build your case — before you go looking You don’t need a live offer to have this conversation. Benchmark your worth first: recruiters, salary data, people doing your job elsewhere. That’s your business case. Real evidence, not a number you guessed. If you already have an offer in hand, even stronger — but you bring it as evidence, not as a weapon. Step 3: Have the conversation on its own merits — never as an ultimatum Do not walk in and say “match this or I’m gone.” The moment it becomes a threat, you’ve triggered a reactive counter-offer — and you know how those end. Six months later, most people are back on the market anyway. Instead: “I’d like to talk about my pay and where I’m heading. Based on the market, I believe I’m underpaid for what I deliver. I want to fix that.” Same point. Completely different conversation. Step 4: If you’re already out, decide against something real Already mid-process? Don’t stay on a promise. “Let’s revisit next cycle” is a no wearing a nicer shirt. Let your offer land properly, so you hold a real decision, not a maybe. If your employer meets you, you’re choosing against something concrete. If they can’t, you already have somewhere to go. Step 5: If you stay, execute it cleanly — and know the risk Staying is a real outcome. But only if the reasons you’d have left are actually fixed. The salary alone won’t fix them. And be clear-eyed: you’ve shown your hand. Deliver, so the raise reads as an investment, not a payment to keep you quiet. That candidate? He had the honest conversation. Got most of the raise. Stayed. I made no placement. A year later, when the role stopped fitting, he called me first. And this time, he’ll raise it internally before he goes looking. Singapore’s small. Do this cleanly, and it pays you back — whichever way you go. #CareerAdvice #SalaryNegotiation #JobSearch

Let’s talk salary negotiations, from the recruiter’s side. Many times, I’ve seen candidates (especially in accounting/finance roles) lowball themselves. They give a desired salary range that’s below market because they fear pricing themselves out. Ironically, some employers then take that as gospel and offer… the low end. Everyone loses! I attended a first-stage Teams interview with the hiring manager, who asked my candidate about expectations. She nervously said, 'Oh, around £45k should be fine,' even though I knew this role could pay £55k and that her skill set was in line with this salary. I saw her potential to be valued fairly and decided to advocate for her: I told the client that the market rate for her skills is higher and that she had undervalued herself out of caution, empowering her to stand up for her worth. The candidate and I discussed this before the interview, but she said nerves got the better of her. The company appreciated her honesty and offered £53k, which she accepted. Both sides walked away happy, and she didn’t feel underpaid right from the start. It's crucial to present market data confidently and address resistance openly; this builds trust and helps both candidates and clients understand the value of fair offers. Not every employer will adjust up if a candidate lowballs; some might see it as an opportunity. That’s why I believe in speaking up. Trust me, it will lead to more motivated hires who stay longer and perform better. Lesson for candidates: know your worth (do some research, talk to peers). Lesson for hiring managers/recruiters: if you spot a great talent who is selling themselves short, consider negotiating in good faith rather than just bargain-shopping. In the long run, fairness should pay off. Have you ever discovered you under-quoted your salary? How did it turn out, and would you do it differently now?

Most candidates leave money on the table. Not because they can’t negotiate. Because they anchor without data. Here’s a simple way to research and set your anchor. 1. Get the level Ask early: “What internal level is this role?” Confirm scope, ownership, and expectations match your experience. If they’re hiring L5 but discussing L4 scope, flag it. 2. Collect ranges Use three sources: posted pay ranges in job ads, public comp datasets, and first-hand intel from peers/recruiters. Normalize by location and level. Compare total comp (base + bonus + equity), not just base. 3. Build your bracket Create a low/target/high for your level in that city. Example: Low $X, Target $Y, High $Z. Keep the target at market median or above if you exceed scope. 4. Anchor with receipts “When aligned to L5 in Austin, market total comp lands around $Y–$Z. Based on my impact in X and Y, I’m targeting that range. If we’re close, I can sign quickly.” 5. If they won’t share the band “To make sure we’re aligned, what’s the base/bonus/equity band for L4 and L5 in this location?” 6. If the offer comes in low “Given the responsibilities map to L5 and the market band I’m seeing is $A–$B, can we move base to $X and equity to $Y? Open to a sign-on if that’s easier this cycle.” Timing: anchor after strong mutual interest, before the written offer, once level and scope are clear. Follow me for practical negotiation scripts.

If you don’t want a 30% hike in your CTC at your next job, scroll past. But if you’re tired of hearing “This is our final offer” and settling for less then this is for you. Your negotiation doesn’t start when HR asks about your expectations. It starts the moment you know your worth. Here’s what most people get wrong: ✖️ They accept the first number without question. ✖️ They’re afraid to “seem greedy.” ✖️ They haven’t researched what the market pays for their skills. Here’s what I teach my students to do differently: ✔️ Research like a pro: Don’t just Google “average salary.” Dig deeper. Use real-time data, talk to peers, and know the exact range for your role in your city. Use platforms like Glassdoor, LinkedIn Salary Insights, and industry forums to know the real numbers for your role and experience. ✔️ Lead with results, not requests: Instead of “I want a higher salary,” say “I’ve increased team efficiency by 25% in my last role, and industry data shows my profile commands ₹X–₹Y in this market.” ✔️ Let HR speak first: Don’t rush to reveal your number. Listen, then counter with data and confidence. ✔️ Be ready for a ‘no’ and have a backup: If the number can’t move, negotiate for bonuses, extra leave, or learning opportunities. Sometimes, the real value is in the benefits package. ✔️ Never apologize for asking: You’re not being difficult. You’re being professional. Employers expect negotiation from top talent. If you’re preparing for interviews this month, don’t just focus on clearing rounds. Prepare for the conversation that determines your true worth. Because while everyone else is accepting what they’re given, you’ll be the one walking out with the offer you actually deserve. #salarynegotation #knowyourworth #jobsearch #interviewpreparation #careergrowth #hike