Bright Unveils A Data-Driven Approach To The Job Search, Raises $6M

Comment

Startup Bright has already built a popular job board. CEO Steve Goodman says that over the past 18 months, Bright.com has attracted 8.6 million job seekers who have posted 2.8 million resumes. However, that was just stage one of the company’s plans — in Goodman’s words, it was “the largest scientific resume trial in the history of the industry.” Now Bright has collected a lot of data about what works and what doesn’t in the job search, and it’s ready to put those findings to use.

Here’s the problem, as laid out by Goodman: The Internet has democratized the job application process, and that’s not entirely a good thing. Since it’s much easier to find and apply for jobs, companies and especially recruiters are now being bombarded with resumes. In many cases, the final decision is going to be based on one-on-one interviews, but winnowing down a giant stack of resumes to those final 20 or 10 or five candidates to interview can be a challenge.

That’s where Bright comes in — specifically, a new tool called the Bright Score. Goodman says that during the 18-month trial, more than 100 talent recruiters were rating the appropriateness of tens of thousands of applications for different jobs. Then Bright’s 15 data scientists and engineers looked at those results, as well as other activity on the site, to create a generalized scoring algorithm. In other words, the Bright Score assesses how well-suited you are for a certain job. If you score between 100 and 90, you’re an exceptional fit. If you score between 89 and 80, you’re a great fit. If you score less than 70, you’re not qualified.

Goodman says this scoring mechanism goes beyond simple keyword matching: Even if your resume includes the word “sales” dozens of times, Bright shouldn’t recommend you for a sales job that’s in a completely different field. He also says that Bright looks at a lot of the factors that turned out to be important to recruiters, but aren’t necessarily apparent on a quick glance at the resume — things like grammar, social connections, and whether an applicant worked at a competing company.

Once people have been scored, Goodman says Bright works at “taking the search out of job search.” If you’re a job applicant, the site can recommend jobs that seem like a good fit (i.e., jobs where you have a high Bright Score). If you’re a recruiter, you can look at the Bright Score of everyone who’s applied, and invest most of your time on the applicants with the highest scores. You can also look at an anonymized list of Bright Scores for prospects, meaning people who looked at your listing but didn’t apply. Posting a listing is free, but if you want to unlock the name and contact info of a prospect, you’ll have to pay.

Bright has already the overcome the chicken-and-egg problem of some job boards — it doesn’t have to juggle attracting applicants and recruiters, but it already has a significant user base of both. At the same time, Goodman says he wants Bright to go broader than its own website, possibly by partnering with other hiring products like Taleo and Jobvite. The real goal, he says (and he admits this is “grandiose”) is to become the “de facto standard” that someone is judged by whenever they apply for a job.

The company is also announcing that it has raised a $6 million Series A from undisclosed angel investors.

Bright - applicants page

More TechCrunch

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.

11 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.

14 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…

16 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

Link-in-bio startup Linktree has crossed 50 million users and is rolling out the beta of its social commerce program.

Linktree surpasses 50M users, rolls out its social commerce program to more creators

For a $5.99 per month, immigrants have a bank account and debit card with fee-free international money transfers and discounted international calling.

Immigrant banking platform Majority secures $20M following 3x revenue growth

When developers have a particular job that AI can solve, it’s not typically as simple as just pointing an LLM at the data. There are other considerations such as cost,…

Unify helps developers find the best LLM for the job

Response time is Aerodome’s immediate value prop for potential clients.

Aerodome is sending drones to the scene of the crime