Startups

6 methods for reducing bias in candidate sourcing and screening

Comment

Colorful wooden craft letters spelling out the word “bias”
Image Credits: Adrienne Bresnahan (opens in a new window) / Getty Images

Steve Bartel

Contributor

Steve Bartel is the CEO of Gem, a talent engagement platform backed by Greylock, Accel and ICONIQ.

Over the last several years, an increasing number of companies have pledged to hire a more diverse workforce and begun releasing their diversity numbers annually. The results have been a mixed bag at best.

With so many organizations saying that diversity hiring is among their top goals and making good-faith efforts to revamp their recruiting practices accordingly, our team wanted to better understand why the results have fallen short. What we found surprised us: Subconscious bias tends to have the strongest impact on historically underrepresented racial and ethnic groups in the early stages of the interview process.

For example, the data revealed that while white candidates see higher passthrough rates at the very top of the funnel, Black and Hispanic/Latinx talent see higher passthrough rates across the remaining funnel stages: 62% of Black talent and 57% of Hispanic/Latinx talent are extended offers after on-sites, compared to just 54% of white talent.

This suggests that diversity is most often an issue in earlier stages of the interview process, driven at least in part by subconscious bias. Candidates from historically underrepresented racial and ethnic groups have to work harder to prove themselves than their white counterparts, despite seeing higher offer rates at later stages of the interview process.

To help address this issue, I’m sharing six strategies that recruiting teams can use to reduce bias in the early phases of the recruiting process, when candidates are both entering and progressing through interviews.

Rethink the criteria for your open roles

Research has found that many things people list on their LinkedIn profile or résumé have very little, if any, correlation with their future work performance.

For example, requiring or being predisposed to four-year degrees from certain institutions biases you toward privilege. Screening for leadership experience can also be racially biased, due to lower representation of non-white people at the executive level.

To avoid this, whenever you open a new role, start by asking the question: How do we ensure that our selection is based solely on criteria that’s relevant to the role?

From there, clarify which competencies and qualifications are absolutely necessary to success in the role, and rather than focusing on the candidate’s experience, education, or — if they’re early in their careers — GPAs, ask yourself what about their history suggests problem-solving skills, cognitive ability and a growth mindset.

Limit access to information that could cause bias

One of the best ways to reduce bias is to strip out details from the sourcing process that could invite it in the first place so that sourcers are solely focused on a candidate’s skills and previous work experience. Some details that can lead to bias include the candidates’ name, age, address, photo, and previous titles and companies.

There are a number of tools that help facilitate this kind of “blind hiring” by anonymizing applications and removing demographic information. LinkedIn offers a “Hide Candidate Names and Photos” feature so that sourcers can evaluate candidates based only on their skill sets, rather than on their appearance. Similarly, Unbias.io is a Chrome extension that removes names and photos, while Pinpoint and Blendoor strip all demographic information from CVs.

Fortunately, even if you don’t have the budget for new software, there are workarounds. You can export candidate information into an Excel sheet and hide columns that contain names and other data that can incur bias. Or you can simply ask candidates to strip out personal information from their résumé or assign a team member to anonymize them.

Make subconscious bias training a mandatory part of sourcer onboarding

An increasing number of companies are deploying subconscious bias training for their entire organizations, but it’s especially critical for anyone in an outbound recruiting function whose job is to help fill the top of your hiring funnel.

Proactive sourcing is the most important tool at your disposal to influence the diversity of talent you bring into your process, so the chances are high that a sourcing team that’s unaware of its own biases will result in a homogenous funnel.

Organizations like Paradigm and Catalyst are well-known for their company-wide subconscious bias training, but there are also plenty of free or low-cost resources out there — LinkedIn has a few, and so do others.

Ensure there’s diversity in your own team

Including diverse backgrounds, experiences and perspectives throughout your hiring process is essential to limiting bias. This is especially true for the sourcing team, and, if applicable, the team reviewing résumés and conducting phone screens.

It’s possible to do this with smaller teams by rotating people out weekly or monthly from across your organization, so that one person’s bias isn’t inhibiting the diversity in your pool.

Consider eliminating résumés altogether

If all of that advice has you questioning the point of résumés entirely, you’re not alone.

More and more organizations are experimenting with doing away with résumés completely and replacing them with skills testing, which can help ensure that more members of historically underrepresented racial and ethnic groups pass the hardest obstacle — making it into your hiring funnel in the first place.

Skills testing might include giving candidates a problem or a challenge to solve, or asking them to describe a project they recently completed. These kinds of questions could be built into a pre-screen — candidates send in their answers to the challenge or a sample of their work rather than a resume — or a phone screen.

Ensure your screening questions and scorecards are standardized

Standardized questions and scorecards are one of the best ways to mitigate bias in the screening process, whether that’s for phone screens or to evaluate the skills assessments described above.

Your team should understand what “unsuccessful,” “acceptable,” and “excellent” pre-screen assignments look like. Every candidate should be asked the same set of questions during the initial phone call so that a candidate’s ability to connect with a sourcer, and even his or her voice or tone, doesn’t influence the outcome.

You should also regularly examine the reasons your team disqualifies candidates at the pre-screen or phone screen stage, and eliminate the use of vague rationale like “not a good fit.” There are solutions that will let you track where members of historically underrepresented racial and ethnic groups are dropping out of the hiring process or being disproportionately rejected.

If, for example, you see more top-of-funnel drop-off from Black candidates than white ones, it’s an indication that you might be dealing with some bias in your sourcing process.

When it comes to diversity hiring, the more data you have access to, the better. If indeed your primary challenge is subconscious bias at the initial screen and pre-screening stages, the tactics listed above can quickly and relatively easily help you to get to the root of the problem, and ensure that the top of your funnel is more equitable.

More TechCrunch

Consumer protection groups around the European Union have filed coordinated complaints against Temu, accusing the Chinese-owned ultra low-cost e-commerce platform of a raft of breaches related to the bloc’s Digital…

Temu accused of breaching EU’s DSA in bundle of consumer complaints

Here are quick hits of the biggest news from the keynote as they are announced.

Google I/O 2024: Here’s everything Google just announced

The AI industry moves faster than the rest of the technology sector, which means it outpaces the federal government by several orders of magnitude.

Senate study proposes ‘at least’ $32B yearly for AI programs

The FBI along with a coalition of international law enforcement agencies seized the notorious cybercrime forum BreachForums on Wednesday.  For years, BreachForums has been a popular English-language forum for hackers…

FBI seizes hacking forum BreachForums — again

The announcement signifies a significant shake-up in the streaming giant’s advertising approach.

Netflix to take on Google and Amazon by building its own ad server

It’s tough to say that a $100 billion business finds itself at a critical juncture, but that’s the case with Amazon Web Services, the cloud arm of Amazon, and the…

Matt Garman taking over as CEO with AWS at crossroads

Back in February, Google paused its AI-powered chatbot Gemini’s ability to generate images of people after users complained of historical inaccuracies. Told to depict “a Roman legion,” for example, Gemini would show…

Google still hasn’t fixed Gemini’s biased image generator

A feature Google demoed at its I/O confab yesterday, using its generative AI technology to scan voice calls in real time for conversational patterns associated with financial scams, has sent…

Google’s call-scanning AI could dial up censorship by default, privacy experts warn

Google’s going all in on AI — and it wants you to know it. During the company’s keynote at its I/O developer conference on Tuesday, Google mentioned “AI” more than…

The top AI announcements from Google I/O

Uber is taking a shuttle product it developed for commuters in India and Egypt and converting it for an American audience. The ride-hail and delivery giant announced Wednesday at its…

Uber has a new way to solve the concert traffic problem

Google is preparing to launch a new system to help address the problem of malware on Android. Its new live threat detection service leverages Google Play Protect’s on-device AI to…

Google takes aim at Android malware with an AI-powered live threat detection service

Users will be able to access the AR content by first searching for a location in Google Maps.

Google Maps is getting geospatial AR content later this year

The heat pump startup unveiled its first products and revealed details about performance, pricing and availability.

Quilt heat pump sports sleek design from veterans of Apple, Tesla and Nest

The space is available from the launcher and can be locked as a second layer of authentication.

Google’s new Private Space feature is like Incognito Mode for Android

Gemini, the company’s family of generative AI models, will enhance the smart TV operating system so it can generate descriptions for movies and TV shows.

Google TV to launch AI-generated movie descriptions

When triggered, the AI-powered feature will automatically lock the device down.

Android’s new Theft Detection Lock helps deter smartphone snatch and grabs

The company said it is increasing the on-device capability of its Google Play Protect system to detect fraudulent apps trying to breach sensitive permissions.

Google adds live threat detection and screen-sharing protection to Android

This latest release, one of many announcements from the Google I/O 2024 developer conference, focuses on improved battery life and other performance improvements, like more efficient workout tracking.

Wear OS 5 hits developer preview, offering better battery life

For years, Sammy Faycurry has been hearing from his registered dietitian (RD) mom and sister about how poorly many Americans eat and their struggles with delivering nutritional counseling. Although nearly…

Dietitian startup Fay has been booming from Ozempic patients and emerges from stealth with $25M from General Catalyst, Forerunner

Apple is bringing new accessibility features to iPads and iPhones, designed to cater to a diverse range of user needs.

Apple announces new accessibility features for iPhone and iPad users

TechCrunch Disrupt, our flagship startup event held annually in San Francisco, is back on October 28-30 — and you can expect a bustling crowd of thousands of startup enthusiasts. Exciting…

Startup Blueprint: TC Disrupt 2024 Builders Stage agenda sneak peek!

Mike Krieger, one of the co-founders of Instagram and, more recently, the co-founder of personalized news app Artifact (which TechCrunch corporate parent Yahoo recently acquired), is joining Anthropic as the…

Anthropic hires Instagram co-founder as head of product

Seven orgs so far have signed on to standardize the way data is collected and shared.

Venture orgs form alliance to standardize data collection

As cloud adoption continues to surge toward the $1 trillion mark in annual spend, we’re seeing a wave of enterprise startups gaining traction with customers and investors for tools to…

Alkira connects with $100M for a solution that connects your clouds

Charging has long been the Achilles’ heel of electric vehicles. One startup thinks it has a better way for apartment dwelling EV drivers to charge overnight.

Orange Charger thinks a $750 outlet will solve EV charging for apartment dwellers

So did investors laugh them out of the room when they explained how they wanted to replace Quickbooks? Kind of.

Embedded accounting startup Layer secures $2.3M toward goal of replacing QuickBooks

While an increasing number of companies are investing in AI, many are struggling to get AI-powered projects into production — much less delivering meaningful ROI. The challenges are many. But…

Weka raises $140M as the AI boom bolsters data platforms

PayHOA, a previously bootstrapped Kentucky-based startup that offers software for self-managed homeowner associations (HOAs), is an example of how real-world problems can translate into opportunity. It just raised a $27.5…

Meet PayHOA, a profitable and once-bootstrapped SaaS startup that just landed a $27.5M Series A

Restaurant365, which offers a restaurant management suite, has raised a hot $175M from ICONIQ Growth, KKR and L Catterton.

Restaurant365 orders in $175M at $1B+ valuation to supersize its food service software stack 

Venture firm Shilling has launched a €50M fund to support growth-stage startups in its own portfolio and to invest in startups everywhere else. 

Portuguese VC firm Shilling launches €50M opportunity fund to back growth-stage startups