Startups

Implementing a data-driven approach to guarantee fair, equitable and transparent employee pay

Comment

Man weighing currency on scales of justice.
Image Credits: Ruslan Dashinsky (opens in a new window) / Getty Images

Angela Loeffler

Contributor

Angela Loeffler is Head of People at Plastiq and is a recent recipient of the Financial Technology Report’s 2020 Top 25 Women Leaders in Financial Technology.

Your pay is important. It’s usually something most people don’t understand — why are we paid what we’re paid? Ultimately, this lack of clarity can lead to confusion and negative feelings that affect our productivity and relationships with our employers. You may have encountered situations when you felt your pay was unfairly biased by your manager, recruiter, HR or company policies.

You may know or suspect instances in which your pay has been determined based on someone else’s preferences for background, or stereotypes about your gender, race, ethnicity, identity or abilities. It can even feel unfair based on your own confidence in your ability to negotiate.

What do we think is the right thing to do, and how do we aim to achieve it here at Plastiq? Paying employees fairly, equitably and competitively is what’s right. Being transparent about our philosophy and practices is the commitment we’ve made to achieve this goal.

In designing our compensation philosophy, the Plastiq leadership team agreed that fair pay and transparency would be our guiding principles. Then it was all about the data.

The first step was to understand everyone’s work: their job function, the scale and scope of their work, and their day-to-day responsibilities. This led us to being able to identify if someone was working in accounting or financial forecasting, software development or product management, recruiting or people operations, contributing as a recent graduate/new person to the workforce, a seasoned individual contributor, a senior team lead, an experienced people manager or a more strategic cross-functional vice president.

Next we invested in access to market data from a credible resource — one that we know is used by other companies we respect — with comparable market, industry and size to Plastiq. Because companies have to participate in the benchmark survey to be able to purchase and access the survey data, we knew we were getting accurate, verified information we could trust. This ensures a few things: no subjective self-reported data, accurate alignment in assessing the scale and scope of all the roles, as well as mutual interest by the user base to make sure the data reporting and retrieval was reliable. For Plastiq, the most relevant data centered around what other companies in San Francisco and Boston pay their talent. We also cared about paying as well or better than other tech companies — in particular fintech companies — that were not yet publicly traded.

These distinctions are important for any business when planning pay. To use another small business as an example — let’s say a food truck looking to hire cashiers and cooks — one might evaluate how much to pay its employees using several factors. For example, there may be a difference in pay for food trucks operating out of Austin versus Seattle; the type of food truck (savory or sweet) may influence the level of skill required to prepare or serve the food; margins may be vastly different, meaning the business may be able to employ many or only a few. If you were planning to staff and pay a large-scale, lower-margin cupcake food truck in Austin, would it make sense for you to base your employees’ pay on a two-person sushi truck operation that required skilled sushi chefs in Seattle? Probably not. You’d want to benchmark against a business — preferably multiple businesses — like yours, in your market, with similar staffing and operational needs, to feel confident you’re using the right data.

There is always a way to understand the market data for a company’s particular situation and what their competitors pay for talent. On the flip side, if you’re trying to figure out what you should be paid and what’s fair, there is market data available to help guide you. You could start by asking other people you know that do the same type of work as you what pay they’ve seen around. You could even (and should), ask your manager, recruiter or HR team for the data.

For us at Plastiq, knowing we were committed to fair pay and to formalizing that into a transparent philosophy, the next piece was to decide how competitively we wanted to pay versus the market rates. We considered three possibilities:

Option 1: Pay in the lower quartile on base salaries and offer variable annual performance compensation (bonus programs) for individual and company performance.

Option 2: Pay at the median on salaries — and consider offering a bonus or potentially no bonus.

Option 3: Pay in the upper quartile on salaries, eschewing a bonus program, believing that if we hired amazing people, set clear priorities and expectations, and gave regular feedback we would not need to hold back a portion of our employees’ pay as an incentive to do great work.

We chose Option 3. We needed to ensure our base salaries were high enough to compete for talent in San Francisco and Boston, so we looked at data specific to these markets.

That’s when I took the numbers and built Plastiq’s pay plan. As an example, the data showed us that in San Francisco we should pay:

  • A recruiter: $95,000.
  • A senior recruiter: $125,000.
  • A recruiting manager: $160,000.

Because we use a data-driven approach, no one coming on board needs to negotiate their own salary or is paid differently than what the market dictates. Everyone doing that job gets paid the same salary at Plastiq. This transparency eliminates any anxiety or stress employees may have if they think their colleagues performing the same job may make thousands of dollars more than them simply because of their negotiation skills.

If we were to apply this approach to our food truck example, the location and years of experience may be the most indicative of the market. So for instance, a food truck using a fair pay model based on data in Seattle may pay:

  • An entry cashier: $12.50/hour.
  • A three to five years of experience cashier and team truck lead: $15.00/hour.
  • A seasoned cook and truck manager: $20.00/hour.

If the operators of the food truck business don’t negotiate pay individually, they may avoid disruptions in service and productivity and eliminate the kind of personnel issues that occur when employees have discussions about pay (which they inevitably do!) and discover they’re paid inconsistently or unfairly.

When Plastiq implemented the approach of paying everyone doing the same job at the same pay based on market data, we received overwhelmingly positive feedback from employees, as well as candidates who appreciate a data-driven, transparent approach. Our recruiters are able to set expectations about pay early in the interview process, and our offers are rarely declined due to compensation. Not having to negotiate or base pay on biases from managers, recruiters, HR or the company sets a tone of ease from the get-go.

Yes, it takes deep analysis and lots of hard work to establish and maintain a fair pay model. Several factors are critical to pull it off successfully:

  • We have to put the effort into understanding everyone at the company’s roles, the expected work for each position and benchmarking them to market.
  • We have to be willing to let someone walk away for higher pay elsewhere for whatever reason.
  • We have to effectively partner with our managers on how to set goals and expectations, as well as give feedback. Not everyone ends up being successful or the right hire. Those are tough decisions and conversations. However, we’ve made a conscious decision to pay high on the scale for top performance, and it’s our responsibility as a company and as managers to help employees live up to that potential.

At Plastiq, we’ve seen this hard work pay off with an engaged, productive staff who appreciate knowing they are paid fairly. Making sure we get the fair pay model right is key. It’s not easy, as it is an undertaking that requires research, time and resources. But when you do get it right and it is implemented across the board, it provides a value that is felt not only in our culture at Plastiq, but each day in our employees’ commitment to their work.

Want to hire and retain high-quality developers? Give them stimulating work

Onboarding employees and maintaining culture in a remote work environment 

More TechCrunch

Google is preparing to build what will be the first subsea fibre optic cable connecting the continents of Africa and Australia. The news comes as the major cloud hyperscalers battle…

Google to build first subsea fibre optic cable connecting Africa with Australia

The Kia EV3 — the new all-electric compact SUV revealed Thursday — illustrates a growing appetite among global automakers to bring generative AI into their vehicles.  The automaker said the…

The new Kia EV3 will have an AI assistant with ChatGPT DNA

Bing, Microsoft’s search engine, isn’t working properly right now. At first, we noticed it wasn’t possible to perform a web search at all. Now it seems search results are loading…

Bing’s API is down, taking Microsoft Copilot, DuckDuckGo and ChatGPT’s web search feature down too

If you thought autonomous driving was just for cars, think again. The so-called ‘autonomous navigation’ market — where ships steer themselves guided by AI, resulting in fuel and time savings…

Autonomous shipping startup Orca AI tops up with $23M led by OCV Partners and MizMaa Ventures

The best known mycoprotein is probably Quorn, a meat substitute that’s fast approaching its 40th birthday. But Finnish biotech startup Enifer is cooking up something even older: Its proprietary single-cell…

Meet the Finnish biotech startup bringing a long lost mycoprotein to your plate

Silo, a Bay Area food supply chain startup, has hit a rough patch. TechCrunch has learned that the company on Tuesday laid off roughly 30% of its staff, or north…

Food supply chain software maker Silo lays off ~30% of staff amid M&A discussions

Featured Article

Meta’s new AI council is composed entirely of white men

Meanwhile, women and people of color are disproportionately impacted by irresponsible AI.

14 hours ago
Meta’s new AI council is composed entirely of white men

If you’ve ever wanted to apply to Y Combinator, here’s some inside scoop on how the iconic accelerator goes about choosing companies.

Garry Tan has revealed his ‘secret sauce’ for getting into Y Combinator

Indian ride-hailing startup BluSmart has started operating in Dubai, TechCrunch has exclusively learned and confirmed with its executive. The move to Dubai, which has been rumored for months, could help…

India’s BluSmart is testing its ride-hailing service in Dubai

Under the envisioned framework, both candidate and issue ads would be required to include an on-air and filed disclosure that AI-generated content was used.

FCC proposes all AI-generated content in political ads must be disclosed

Want to make a founder’s day, week, month, and possibly career? Refer them to Startup Battlefield 200 at Disrupt 2024! Applications close June 10 at 11:59 p.m. PT. TechCrunch’s Startup…

Refer a founder to Startup Battlefield 200 at Disrupt 2024

Social networking startup and X competitor Bluesky is officially launching DMs (direct messages), the company announced on Wednesday. Later, Bluesky plans to “fully support end-to-end encrypted messaging down the line,”…

Bluesky now has DMs

The perception in Silicon Valley is that every investor would love to be in business with Peter Thiel. But the venture capital fundraising environment has become so difficult that even…

Peter Thiel-founded Valar Ventures raised a $300 million fund, half the size of its last one

Featured Article

Spyware found on US hotel check-in computers

Several hotel check-in computers are running a remote access app, which is leaking screenshots of guest information to the internet.

17 hours ago
Spyware found on US hotel check-in computers

Gavet has had a rocky tenure at Techstars and her leadership was the subject of much controversy.

Techstars CEO Maëlle Gavet is out

The struggle isn’t universal, however.

Connected fitness is adrift post-pandemic

Featured Article

A comprehensive list of 2024 tech layoffs

The tech layoff wave is still going strong in 2024. Following significant workforce reductions in 2022 and 2023, this year has already seen 60,000 job cuts across 254 companies, according to independent layoffs tracker Layoffs.fyi. Companies like Tesla, Amazon, Google, TikTok, Snap and Microsoft have conducted sizable layoffs in the first months of 2024. Smaller-sized…

19 hours ago
A comprehensive list of 2024 tech layoffs

HoundDog actually looks at the code a developer is writing, using both traditional pattern matching and large language models to find potential issues.

HoundDog.ai helps developers prevent personal information from leaking

The changes are designed to enhance the consumer experience of using Google Pay and make it a more competitive option against other payment methods.

Google Pay will now display card perks, BNPL options and more

Few figures in the tech industry have earned the storied reputation of Vinod Khosla, founder and partner at Khosla Ventures. For over 40 years, he has been at the center…

Vinod Khosla is coming to Disrupt to discuss how AI might change the future

AI has already started replacing voice agents’ jobs. Now, companies are exploring ways to replace the existing computer-generated voice models with synthetic versions of human voices. Truecaller, the widely known…

Truecaller partners with Microsoft to let its AI respond to calls in your own voice

Meta is updating its Ray-Ban smart glasses with new hands-free functionality, the company announced on Wednesday. Most notably, users can now share an image from their smart glasses directly to…

Meta’s Ray-Ban smart glasses now let you share images directly to your Instagram Story

Spotify launched its own font, the company announced on Wednesday. The music streaming service hopes that its new typeface, “Spotify Mix,” will help Spotify distinguish its own unique visual identity. …

Why Spotify is launching its own font, Spotify Mix

In 2008, Marty Kagan, who’d previously worked at Cisco and Akamai, co-founded Cedexis, a (now-Cisco-owned) firm developing observability tech for content delivery networks. Fellow Cisco veteran Hasan Alayli joined Kagan…

Hydrolix seeks to make storing log data faster and cheaper

A dodgy email containing a link that looks “legit” but is actually malicious remains one of the most dangerous, yet successful, tricks in a cybercriminal’s handbook. Now, an AI startup…

Bolster, creator of the CheckPhish phishing tracker, raises $14M led by Microsoft’s M12

If you’ve been looking forward to seeing Boeing’s Starliner capsule carry two astronauts to the International Space Station for the first time, you’ll have to wait a bit longer. The…

Boeing, NASA indefinitely delay crewed Starliner launch

TikTok is the latest tech company to incorporate generative AI into its ads business, as the company announced on Tuesday that it’s launching a new “TikTok Symphony” AI suite for…

TikTok turns to generative AI to boost its ads business

Gone are the days when space and defense were considered fundamentally antithetical to venture investment. Now, the country’s largest venture capital firms are throwing larger portions of their money behind…

Space VC closes $20M Fund II to back frontier tech founders from day zero

These days every company is trying to figure out if their large language models are compliant with whichever rules they deem important, and with legal or regulatory requirements. If you’re…

Patronus AI is off to a magical start as LLM governance tool gains traction