
Moving from sales to tech is one of the shorter career jumps available, because software companies run on the same skills: prospecting, discovery, handling objections and closing. Experienced B2B reps can often aim straight at account executive roles; retail and transactional sellers usually start in sales development. The gaps are recurring-revenue thinking, a CRM-heavy process and a longer sales cycle.
Definition: On-target earnings (OTE) is the total pay a sales role is designed to deliver when the rep hits 100 percent of quota: a fixed base salary plus variable pay (commission or bonus). It's the number most tech sales postings lead with, and the one most worth questioning.
You already know how to hear no and keep dialing. Most career changers have to learn that. You mostly need a new product and a new scoreboard.
Sales to tech: what you sold before decides where you land
Tech hiring managers tend to sort sales candidates less by industry than by how complex their past sales were. Our rough map:
- Transactional selling. Retail, auto, call centers, phone-based insurance, hospitality bookings. Short cycles, one decision maker, high volume. The usual entry is a sales development (SDR or BDR) role, booking meetings for account executives. Your edge: volume, resilience and comfort with rejection.
- Relationship and consultative selling. Insurance brokerage, commercial banking, real estate, staffing, B2B distribution, event and hotel sales. Repeat clients, needs analysis, some negotiation. Many people here can target small business (SMB) or mid-market account executive roles, or account management. Your edge: a book of relationships and real discovery skills.
- Complex and technical selling. Pharmaceutical and medical device, industrial equipment, telecom, IT resellers, enterprise services. Several stakeholders, long cycles, technical buyers. Mid-market or enterprise AE roles, partnerships and, with the right background, solutions consulting are realistic. Your edge: multi-threading (selling to several people in one account) and patience with procurement.
Where you sit on that ladder matters more than your industry. A pharmaceutical rep who managed hospital buying committees may be closer to enterprise software sales than an inside rep who sold monthly plans by card.
What changes when you sell software, and what doesn't
What carries over: prospecting, call control, discovery questions, objection handling, negotiation, forecasting your own pipeline and the discipline to do it all again next quarter.
What changes:
- Revenue recurs. Most software is sold as a subscription. Your deal is annual recurring revenue (ARR), renewals matter as much as new logos, and a customer who churns can cost you as much as a lost deal.
- The CRM is the record. If it isn't logged, it didn't happen. Tech sales teams forecast, coach and pay from CRM data, so pipeline hygiene becomes part of the job.
- Discovery beats pitching. Buyers have usually researched the product already, so the rep who diagnoses the problem tends to beat the slickest demo. Frameworks like MEDDPICC give that discovery a structure; our founder-side guide to enterprise sales walks through it.
- AI is in the workflow. Salesforce's 2026 State of Sales report (4,050 sales professionals surveyed in 22 countries in August and September 2025) found 54 percent of sellers had already used AI agents and 55 percent were using AI for prospecting.
A quick myth-check: you'll often read that salespeople spend about 70 percent of their time not selling. That figure comes from Salesforce's 2024 edition, in which reps said only 30 percent of their time went to selling. The 2026 edition puts selling time at 40 percent. Different samples, same vendor, so we'd treat any single number as directional. The point holds either way: a good share of a tech seller's week is research, admin and internal meetings.
The pay picture: base, variable and the quota math
Here's how median pay compares across the sales jobs people most often leave and the ones they move toward. These are Bureau of Labor Statistics (BLS) medians for May 2025, across all industries.
| Occupation (BLS) | Median annual wage, May 2025 |
|---|---|
| Retail sales workers | $35,560 |
| Insurance sales agents | $62,280 |
| Wholesale and manufacturing sales reps (non-technical) | $72,080 |
| Sales reps, technical and scientific products | $104,920 |
| Sales engineers | $124,900 |
| Sales managers | $148,270 |
For sales managers in professional, scientific and technical services, the BLS industry group that includes computer systems design, the median was $173,700.
Industry surveys of tech sales teams look higher still, with a catch. The Bridge Group's 2026 research on 158 B2B companies found a median AE OTE of $200,000 and a median quota of $960,000. It also found only 48 percent of reps at quota, an average ramp (the time to full productivity) of 6.2 months, and 3.7 years of prior experience required, up from 2.7 years in 2022.
So "tech sales pays $200K" is half true. That's what the plan pays a rep who hits the number. Half don't.
A worked example (illustrative). Say you're offered a mid-market AE role at $140,000 OTE, split 50/50: $70,000 base and $70,000 variable on a $700,000 annual quota. That's a 10 percent commission rate, and the plan pays 1.5 times that rate on anything above quota.
- At 60 percent attainment ($420,000 sold): $70,000 + $42,000 = $112,000
- At 100 percent ($700,000): $70,000 + $70,000 = $140,000
- At 120 percent ($840,000): $70,000 + $70,000 + $21,000 = $161,000
Now the year-one question. With a six-month ramp, your first half is mostly learning, so first-year pay often lands closer to the 60 percent line unless the company offers a ramp guarantee or a draw. Ask about it directly. Also ask what share of the team hit quota last year, and how much of the quota depends on inbound leads versus your own prospecting.
At a startup, add one more question: how long is the company's runway? Commission on deals that don't close pays nothing, and our guide on default alive or default dead shows how to read that risk.
Should an experienced rep start over as an SDR?
The argument for it is real. An SDR seat is the most common front door into tech sales, it teaches the product and the tools fast, and the ramp is short. The Bridge Group's 2025 SDR research (351 B2B companies) put median SDR OTE at $80,000, split roughly 68:32 between $55,000 base and $25,000 variable, with a three-month ramp. Plenty of AEs started there.
But.
The same research found that about 16 percent of SDRs left the role through promotion in 2024, down from 34 percent in 2020, and average SDR tenure has stretched to 1.9 years. The promotion ladder is slower than it was. Prospecting is also where AI tools are landing first.
Our take: if you've carried a quota in B2B for two or more years, we'd aim at SMB or mid-market AE roles first, and treat an SDR offer as a fallback, not a default. If you're coming from retail or other transactional selling, the SDR route is often the realistic start, and that's fine. Either way, ask how many SDRs were promoted in the last year and how long it took. Our guide on how to get an SDR job covers that role in depth, and breaking into tech sales covers the path for people without sales backgrounds.
Not every salesperson wants to stay on quota
Plenty of people move from sales to tech to get off the number. Roles that use sales skills with less variable pay:
- Customer success and account management. Keeping and growing customers, often with smaller variable pay tied to renewals.
- Sales engineering and solutions consulting. The technical half of the sales team. BLS lists a bachelor's degree in engineering or a related field as typical entry education for sales engineers and projects 3 percent growth from 2025 to 2035, so it suits reps who already sold technical products. Martin Casado of a16z, writing about early technical markets, describes the sales engineer as the person responsible for getting an account to technical close, which puts them at the center of the sale.
- Partnerships and business development. Selling through other companies. Our guide to getting a business development job at a startup explains how BD differs from sales there.
- Sales enablement and revenue operations. Training reps, building playbooks, owning the CRM. A fit for top performers who liked coaching.
Searching those titles on the 1752vc careers board is a quick way to compare how postings describe each role. Product management is another path, usually after a first tech role; our guide on moving from marketing or sales into product management covers it. Reps drawn to product marketing or demand generation can borrow from our guide on moving from marketing into tech, which maps those roles.
Rewrite your sales resume in tech's language
Tech sales managers scan for four numbers: quota, attainment, deal size and cycle length. If they're missing, many assume the worst. A few illustrative before-and-after lines:
- Before: Top salesperson at a regional insurance agency. After: 118 percent of a $1.1M annual premium quota in 2025, ranked 2 of 14 producers; average sale $3,800; 40 percent of new business self-sourced.
- Before: Managed key hospital accounts. After: Grew 12 hospital accounts from $2.4M to $3.1M in two years by selling to pharmacy, finance and clinical committees; 9-month average cycle.
- Before: Exceeded monthly targets at a car dealership. After: Averaged 14 units a month against a 10-unit target over 18 months; top 3 of 20 on customer satisfaction scores.
Keep proof handy: some companies ask for commission statements or ranking reports late in the process. Pete Kazanjy's 2015 sales hiring playbook in First Round Review goes further, advising hiring managers to ask for screenshots of CRM leaderboards rather than take attainment claims on trust, and to run candidates through a full mock demo.
Interview prep. Expect a mock discovery call or role play, a pipeline or territory plan, and questions about deals you lost. Rehearse objection handling out loud with a friend playing a skeptical buyer; we've written about objection handling techniques from the founder's side, and the same moves work for reps.
How to transition from sales to tech: a 90-day plan
An illustrative plan for someone still in a sales job, at around five to seven hours a week.
Weeks 1 to 3: pick your rung and your market. - Decide whether you're targeting SDR, SMB AE or mid-market AE, based on the ladder above. - Choose two or three software categories that sell to buyers you already know (insurance software if you sold insurance, clinical software if you sold to hospitals). - Learn the vocabulary: ARR, net revenue retention, pipeline coverage, ramp, MEDDPICC.
Weeks 4 to 8: build your book of targets. - List 30 companies in those categories. Use the 1752vc careers board to see which are hiring sales roles now: search "Account Executive" or "SDR", filter by level and Past 7 days, and sort by newest. The startup track narrows it to venture-backed companies. - Prospect them the way you'd prospect a customer: find the sales leader, send a short note with your numbers and one specific reason you'd sell their product well. - Book eight to ten conversations with reps at target companies. Ask about quota attainment and ramp.
Weeks 9 to 13: run the process like a deal. - Apply to five to eight roles a week, each followed by direct outreach to the hiring manager. - Prepare a 30-60-90 day plan for the role and a short mock discovery call for interviews. - Track every opportunity in a sheet with stages, next steps and dates. You wouldn't run a pipeline without a CRM. Your job search deserves one too.
Some move faster; many take longer. A clean pipeline makes the wait easier.
An example path: insurance agent to SMB account executive
An illustrative composite, not a real person. Marcus spent five years selling commercial insurance to small businesses, beating quota and sourcing most of his own leads.
He targeted software companies selling to the same buyers, starting with a scheduling startup for restaurants. His pitch: he already knew how restaurant owners buy and when they're too busy to talk.
He skipped the SDR route. Instead, he sent the sales leader a one-page territory plan with 25 named local restaurant groups and his first-touch email for each. That got him an interview loop, a mock discovery call he'd rehearsed six times, and an SMB AE offer.
Before signing, he asked three questions: last year's team attainment, the ramp guarantee and how much of the quota was inbound. The answers shaped the deal more than the OTE did. For equity in the offer, he read up on how startup equity grants work.
Common mistakes salespeople make moving into tech
- Leading with effort instead of numbers. "Hard-working closer" rarely survives a screen. Quota and attainment do.
- Accepting OTE at face value. Ask about attainment, ramp and lead sources before you compare offers.
- Skipping the tools. Get comfortable with a CRM before interviews.
- Treating the job search as applications only. Few reps would bet a quarter on inbound alone.
Our take
For most experienced salespeople, the move into tech is a lateral one dressed up as a leap. Pick the rung that matches the complexity you've sold, target software that sells to buyers you already understand, and interrogate the comp plan as hard as you'd qualify a deal.
That's our view; your numbers may argue otherwise. A rep with no B2B experience may get further by taking the SDR seat and learning the machine from inside.
If you remember one thing
OTE is what a plan promises. Attainment is what it pays.
Ask about quota.
Then ask who hit it.
Key takeaways
- Moving from sales to tech is usually a short jump; what you sold before (transactional, consultative or complex) matters more than your industry.
- BLS medians for May 2025 range from $35,560 for retail sales workers to $104,920 for technical and scientific sales reps and $124,900 for sales engineers.
- The Bridge Group's 2026 research found a median AE OTE of $200,000 but only 48 percent of reps at quota and a 6.2-month ramp.
- Experienced B2B reps can often target AE roles directly; SDR promotions have slowed: about 16 percent of SDRs were promoted out of the role in 2024, per the Bridge Group's 2025 data.
- A resume built on quota, attainment, deal size and cycle length tends to get further than one built on adjectives.
Frequently asked questions
Not always. Reps with two or more years carrying a B2B quota can often target SMB or mid-market account executive roles directly, especially at companies selling to buyers they know. People from retail or other transactional sales more often start as SDRs. Bridge Group data shows SDR promotions slowing, so ask about promotion rates first.
Usually more, with more variance. BLS medians for May 2025 were $35,560 for retail sales workers and $62,280 for insurance agents, versus $104,920 for technical and scientific sales reps. The Bridge Group's 2026 survey found a median AE on-target earnings of $200,000, but only 48 percent of reps reached quota.
Yes, though usually through a sales development role first. Retail builds volume, resilience and customer conversation skills, which suit booking meetings. What hiring managers will look for is evidence of targets hit, comfort with a CRM and a reason you'd sell their product. Learning the basic software sales vocabulary before interviews tends to help a lot.
Focus on recurring revenue terms (ARR, churn, net revenue retention), a qualification framework such as MEDDPICC, and comfort with a CRM and a sales engagement tool. It also helps to understand how the target company's product is priced and who buys it. Most of this can be learned in a few weeks alongside a current job.
Ask what share of the team hit quota last year, how long the ramp is and whether there's a ramp guarantee or draw, how commission is calculated and paid, whether there are accelerators above quota, and how much of the quota comes from inbound leads. Those answers often predict real earnings better than the OTE figure does.
Sources
- U.S. Bureau of Labor Statistics: Wholesale and Manufacturing Sales Representatives
- U.S. Bureau of Labor Statistics: Sales Engineers
- U.S. Bureau of Labor Statistics: Sales Managers
- U.S. Bureau of Labor Statistics: Insurance Sales Agents
- U.S. Bureau of Labor Statistics: Retail Sales Workers
- The Bridge Group: AE Models, Motions and Metrics, 2026 Research Report
- The Bridge Group: SDR Models, Motions and Metrics, 2025 Research Report
- Salesforce: State of Sales Report 2026
- Salesforce: Sixth State of Sales Report (2024)
- a16z: When Sales Isn't Just Selling, Advice for Founders in Early Markets (Martin Casado)
- First Round Review: The Anatomy of the Perfect Sales Hiring Process (Pete Kazanjy)
Disclaimer: This guide is for general education only and is not legal, tax or investment advice. Laws, market data and program terms change, so it may not reflect the latest developments or fit your situation. Treat it as a starting point, not a source of truth, and talk to a qualified lawyer, accountant or financial adviser before you make decisions.


