Loading...

21 Sep 2026 15:18

Mobile & Digital

Measuring Gender Diversity with Data from LinkedIn

Measuring Gender Diversity with Data from LinkedIn

Measuring Gender Diversity with Data from LinkedIn

Measuring Gender Diversity with Data from LinkedInWe are uniquely positioned, by virtue of LinkedIn’s data, to provide insight into gender equality across every industry represented on the network.

In fact, one of the winning teams of the LinkedIn Economic Graph Challenge is currently working on research that evaluates gender differences in self-promotion on profiles.

Having released our own workforce diversity numbers and an update on our Women In Tech (WIT) and Women’s Initiative (WiN) efforts last week, and with diversity and inclusion continuing to be an important issue across fields, we decided to take a look at gender parity across several industries. We analyzed millions of profiles and compared female representation across a dozen industry groups – with a detailed look at leadership positions and software engineers. Industry leaders can use this data as a benchmark to measure their progress towards achieving gender equality in the workplace.

Measuring Gender Diversity with Data from LinkedIn

An important factor to measure is the leadership gap, which we’re defining as the difference in female representation between membership overall, and members in leadership positions. We have found this gap to be most pronounced in healthcare, retail, and financial services. Looking at healthcare, 59.8% of all members in the industry are women. However, only 45.2% of members in leadership positions are women – a gap of 14.6%. Retail and financial services have a similar gap, with financial services having the lowest absolute representation of women in leadership (28.7%) among the three industry groups we highlighted. In these industries, leadership is less representative of their companies as a whole with regards to gender. For reference, government, education, and nonprofit industries have the narrowest gap (6.4%).

Technology companies are generally considered to be some of the most sought-after employers in the world. We have an inherent “home field advantage” when it comes to recruiting the largest and richest talent pools of our most critical position: software engineers. However, despite this advantage, our data indicates that software engineering teams in tech have proportionally fewer women than several non-tech industries; namely healthcare, retail, government, education, and nonprofits. For example, a typical software engineering team in a healthcare company is likely to be 32% women, compared to 20% in technology. While these non-tech industries employ significantly fewer software engineers versus technology, their teams tend to exhibit greater gender parity.

We noticed significant variance within the technology, financial services and insurance industries. Below, we broke out the technology group into its twelve component industries represented on LinkedIn.

Measuring Gender Diversity with Data from LinkedIn

Companies that operate in e-learning and information services industries have the most gender equal workforces within our technology group. However, even among these relatively inclusive tech industries, women are still significantly underrepresented within software engineering roles.

Below, we broke out the financial services and insurance group into its nine component industries represented on LinkedIn.

Measuring Gender Diversity with Data from LinkedIn

As we noted above, there is a significant leadership gap in these industries. Accounting, insurance, commercial real estate, and venture capital all have gaps of 16% or more. In accounting firms, women represent nearly half of the total employee base, but only 26% of leadership. The three industries that employ the most software engineers – financial services, insurance, and banking – all tend to include proportionally more women than each of the technology industries we looked at.

As we continue to build the Economic Graph, a digital representation of the global economy, we want to create more transparency for issues like gender diversity by drawing insights from our data, allowing business leaders and members alike to make better informed decisions that ultimately create economic opportunity.

Methodological details: The results of this analysis represent the world as seen through the lens of LinkedIn data. As such, it is influenced by how members choose to use the site, which can vary based on professional, social, and regional culture, as well as overall site availability and accessibility. These variances were not accounted for in the analysis.

Keen observers will note that there is no field for gender on the LinkedIn profile. We have inferred the gender of members included in this analysis by classifying their first names as either male or female. Members whose gender could not be inferred from their first names weren’t included in the analysis. Additionally, we excluded all members in countries where less than 67% of the respective member base could be classified as either male or female, to account for coverage lapses in our gender classifier.

Members in leadership positions were defined as those who have a seniority of director, vice president, CXO, owner, or partner. Software engineers were defined as those whose current title fit one of the following occupational categories: information technology engineer, database programmer / administrator, hardware engineer, software configuration / release manager, oracle developer / database administrator, data center manager, storage engineer, information security specialist, software tester, software developer, technology manager, information technology system administrator / engineer, embedded software engineer, network engineer, research development software engineer, database developer.

 

Written by Sohan Murthy

Source:LinkedIn

(Visited 13 times, 1 visits today)
kincir88hebitopperi hokiperihokiduta 76https://abc1131aa.com/cakar76https://www.abc1131.it.com/stc76duta76duta76 loveduta76 careduta76bduta76 sejiwaduta76 lokasiterdekatduta76 africafuelduta76 oscarmykeduta76 naptimepkduta76 daikinduta76 raes-munichduta76 destyduta76 bio-linkduta76 lynkduta76 heylinkduta76 bioduta76 radarkeduabc1131https://abc1131-daftar.mssg.me/https://pttun-palembang.go.id/slot gacor qrishttps://ampawsbetx.store/AWSBETslot thailandslot thailand gacorhttps://wealthdynamics.geniusu.com/sm/lanskap game modern 2026 takhta mahjong ways fenomena gates of olympus dan revolusi scatter hitamgates of olympus 1000 mendorong inovasi pengali bertingkat 2026pola putaran otomatis dorong transformasi akumulasi multiplier 2026pengembang perbaharui kombinasi simbol premium game gates of olympuspola jam terbuka ubah frekuensi kemunculan simbol premium dalam gamemahjong wins logika fuzzymahjong wins 3 dinamika scatterperkembangan game mobile indonesia mahjong waysekspansi spade gaming menghadirkan perspektif baruperan mahjong ways dalam mempertahankan indentitaseksplorasi rujak bonanza 1000 melalui visual cerahteknologi real time memperkaya elemen mahjong ways wins 2pembahasan mendalam jade legends mengenai konsep visualmembahas sistem habanero untuk mengenali fungsi fiturestetika karakter game online terbaik menggabungkan warnainspirasi regenerasi kulit dipadukan super scatter olympussstudi pengalaman lucky neko pada berbagai perangkatakses mahjong ways dengan energi positif untuk memulai harievaluasi home watch provider pragmatic play terbaiksensasi mahjong ways dengan eksplorasi tema budayaraih hadiah menarik spin wheel di sini dalam setiap putaransmart choice for game sugar rush panduan mekanismepesona starlight princes imajinasi fantasiatmosfer fantasi gates of olympus super scatter penuh pesonaevent pg soft menghadirkan pembaruan menarik untuk penggemarteknologi real time mengubah strategi pengelolaan dataexploring the best pg soft dengan mengulas fitur permainangmengenali faktor perubahan pola runtuhan dalam mahjong ways dengan diskusi mendalampemain pro pg soft pasang pola manual sepanjang 350 putaran untuk pancing scatter hitam di mahjong waysmembangun ekosistem kemenangan mahjong ways pemain jangan habis di putaran kosongmahjong wins 3 generasi baru tantang gates of olympus 1000 fitur scatter hitam belum tertandingimenjaga tren winrate komunitas strategi putaran manual dilanjutkan hingga jumatpengalaman bermain di ABC1131ABC1131fenomena black scatter indikator roulette baccarathit frequency starlight princess pergerakan rtp pragmaticlucky neko pola putaran pg soft roulettemahjong rtp menengah pola putaran historismahjong ways jajan investasi perspektif komunitasmahjong wins baccarat perubahan saldo danapembagian proporsi pg soft pragmatic playstruktur putaran starlight princess pergerakan rtpwild bandito tumbling ai rtp pg softwild multiplier mahjong wins pergerakan rtppemain minta ada fitur rtp live 24 jamberikut game pragmatic spek dewa september 2026review game sweet bonanza 1000sistem server pg soft klaim sudah miliki algoritmadi hadapan komunitas pemain streamer akan beri pembuktian polatren pilihan komunitas 2026 di mahjong ways 2 pgsofthp pas pasan tetap nyaman menjelajah mahjong ways 2 pgsoft 2sering kena rungkad di gates of olympus pragmatic coba inigates of olympus pragmatic kapan waktu tepat berhenti 2wild west gold pragmatic makin ramai di tren slot 2026jejak digital mengubah cara mahjongketeguhan karakter lama bertemu sentuhanmahjong ways mengolah kesederhanaan menjadimahjong ways tampil lebih memikatmahjong wins menyusuri perubahan zamanmahjong wins tampil berbeda eraperubahan zaman membawa mahjong segarpesona sederhana mahjong ways justrusentuhan minimalis membuat karakter mahjongtampilan ringkas membuat mahjong waysblack scatter jam bermain ritme mahjong wayscatatan putaran wild bedakan kebetulan dugaan polamekanisme frekuensi kemunculan black scatter permainanmemahami putaran acak probabilitas mahjong waysperubahan tempo wild bandito pengalaman bermainpopularitas mahjong ways tren asia mobileprobabilitas mahjong ways roulette karakter permainanrtp sama variasi acak pengalaman berbedastruktur scatter wild multiplier mahjong ways duatumble multiplier dinamika gates of olympuskonsistensi putaran panjang wild multiplier mahjong waysperbedaan mahjong ways dua generasi pertamartp tinggi durasi singkat mahjong winsrng urutan teratur putaran beruntun acakperbedaan tumble sweet bonanza starlight princesswild aktif ubah dinamika mahjong winscatatan historis saldo mahjong ways investasifilter rtp pg soft multiplier mahjong waysposisi scatter mahjong modern indikator risikoscatter hitam mahjong wins multiplier pola konsistenmahjong ways 2 fakta menarik tentang scatter wild dan multiplier yang perlu diketahuistarlight princess mengenal momen free spin dan multiplier yang bisa mengubah jalannya permainangates of olympus cara kerja multiplier zeus dan kenapa fitur ini banyak dibicarakanmahjong ways 2 momen scatter dan perubahan ritme spin yang sering menarik perhatianmahjong ways 2 apa yang membuat ritme permainannya terasa berbeda di setiap spin Top