This text initially appeared on Priceonomics

A fast spin via LinkedIn reveals that the standard of peoples’ profile photographs is moderately uneven. Some photographs look like from extremely skilled photoshoots whereas others are grainy footage captured from outdated cell telephones. 

Is there any sample within the knowledge round skilled networking photographs? What professions have the best high quality photographs? Do individuals which might be recent on the job market are likely to have higher headshots? Are sure international locations extra prone to have higher skilled networking photographs then others?

We determined to investigate the info from Priceonomics buyer Snappr, which has a Photo Analyzer instrument for LinkedIn photographs. The instrument use an algorithm to investigate portraits for issues like expression (e.g. smile and jawline), composition (e.g. zoom and background), and picture high quality (e.g. saturation and sharpness). These attributes are graded individually and integrated into an general picture high quality rating.The database incorporates tens of 1000’s of Picture Analyzer outcomes and anonymized data from the LinkedIn profiles they’re connected to. We analyzed that database to determine the teams with the best-scoring photographs. 

In keeping with our knowledge, legal professionals have the perfect skilled photographs on LinkedIn, Chile is the nation with the best high quality footage, and individuals who lately joined an organization are more likely to have a pleasant picture then somebody with an extended tenure.


Do some international locations take higher photographs than others? We first grouped our pattern based mostly on nationality, filtered our record to international locations that contributed at the least 50 scores, and ranked them based mostly on common general picture rating.

In keeping with our Picture Analyzer, Chileans take the perfect profile footage. A have a look at their particular person attribute scores revealed that they earned the highest spot by taking photographs that have been technically robust, with nice saturation and brightness and impartial backgrounds.

Developed, politically secure nations make up the majority of this rating, however growing international locations like Brazil and India present up too, demonstrating how accessible first rate images gear is as of late.

This rating doesn’t bear a powerful resemblance to rankings of physical attractiveness by country, however that is sensible: our analyzer calculates scores based mostly solely on options the topic has some management over.

We subsequent requested whether or not picture high quality varies with trade. We thought photographs could be stronger for workers in people-oriented fields like gross sales and human assets, or amongst aesthetically-oriented creatives. We grouped our pattern based mostly on trade, calculated the typical general picture rating for every group, and rank the highest and backside 10 beneath.

Staff with high-paying status positions in legislation, consulting, and funding banking take the perfect photographs, in line with our Picture Analyzer. They’re joined, maybe not surprisingly, by employees in broadcast media and people-oriented staffing and recruiting industries.

What’s stunning is the ‘worst’ rating, as photographers discover themselves with the bottom common picture high quality rating. It’s necessary to keep in mind that Picture Analyzer is an algorithm and maybe skilled photographers take inventive liberties that don’t jibe with the science of what makes a great skilled picture in line with an algorithm.

Photographers are joined on this rating by different creatives – architects, style designers, and media producers – in addition to professionals in behind-the-scenes industries like data providers, equipment, and laptop networking.

We affiliate a number of the professions on the ‘finest’ record with massive companies that grant their workers entry to a broad community, and that led us to wonder if community measurement is correlated with picture high quality. We grouped our pattern based mostly on the person’s variety of LinkedIn connections and charted the typical general picture rating for every group.

The extra related you might be, the higher your LinkedIn picture is prone to be. This doesn’t essentially imply upgrading your picture will web you extra mates, although. It’s doubtless that people with entry to a large community even have entry to top-notch images providers. In the event that they work at a big sufficient firm, their employer could even prepare a headshot for them.

This rating steered that folks with extra seniority – who’ve been round longer to develop a wider community – may additionally have higher profile photographs, as decided by our Picture Analyzer. We explored this risk by grouping our pattern based mostly on how lengthy customers had been of their present place and charted the typical general picture rating for every group.

Individuals with extra seniority of their present positions even have worse photographs, on common, than newer workers. This makes some sense – expertise has superior since these veterans had purpose to replace their profile footage. By the identical token, current hires can have been job-hunting lately, and had an incentive to spend money on a high-quality picture.


Take note, our Picture Analyzer is a technical instrument, not the ultimate phrase on photographic artistry. Your portrait could very properly deserve an area on the Met, but when it doesn’t observe the rule of thirds, have a impartial background, or showcase your dazzling smile, it gained’t obtain a excessive rating. Analysis has proven that these attributes encourage optimistic impressions in viewers, and our Analyzer is designed to measure them.

However limitations apart, what did we discover? We noticed that professionals in legislation and administration are likely to have higher photographs than employees in inventive or behind-the-scenes roles. Community measurement is positively correlated with picture high quality, whereas size of tenure with current employer is correlated negatively.

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