Loading...

13 Nov 2026 06:00

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 17 times, 1 visits today)
kincir88gang303hebitopperi 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 scatterpengalaman bermain di ABC1131ABC1131mahjong 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 spinjudi online atau investasi legal mana yang lebih aman 1main game dapat point dana cuma 10 menit sehari begini caranya 1pola main game penghasil gopay coin yang bikin lebih aman 1ramai dibahas judi online tapi risikonya tak main main 1main game dapat point ovo hasil uji coba yang aman 1main game biasa atau game penghasil saldo dana mana cuan 1blackjack terlihat sederhana tetapi kenapa keputusan hit atau stand bisa mengubah peluangjackpot terlihat semakin besar tetapi apa hubungannya dengan peluang mendapatkannyahouse edge kecil sering dianggap menguntungkan tetapi begini cara membaca angkanyavolatilitas tinggi dan rendah apa bedanya dan kenapa pengalaman bermain bisa berubah drastissudah banyak putaran tetapi bonus belum muncul apa yang sebenarnya terjadirng sering disebut acak tetapi bagaimana sistem ini sebenarnya menentukan setiap putaransimbol hampir membentuk bonus kenapa momen near miss terasa begitu meyakinkanbonus buy memang langsung membuka fitur tetapi apa yang berubah dari permainan biasakenapa angka kemenangan besar lebih mudah diingat daripada puluhan putaran biasaautoplay dan spin manual terasa berbeda tetapi apakah mekanismenya benar benar berbedafrekuensi scatter mahjong ways tidak selalu mencerminkan peluang sebenarnya dalam satu sesistruktur multiplier starlight princess membuat nilai akhir terasa berubah drastisvarians membantu menjelaskan kenapa hasil sweet bonanza 1000 bisa berbeda jauh antar sesiposisi scatter di mahjong ways 2 sering menarik perhatian tetapi apa informasi yang sebenarnya bisa dibacaanalisis tempo putaran mahjong ways mengungkap kenapa ritme permainan bisa terasa berubahekspektasi matematis membantu menjelaskan kenapa rtp tinggi tidak menjamin hasil besar dalam satu sesigates of olympus 1000 menunjukkan bagaimana multiplier dan tumble bisa berinteraksi dalam satu putaranwild bertumpuk di mahjong ways 2 bisa mengubah struktur layar tetapi tidak selalu mengubah peluang dasarfree spin mendadak aktif setelah sesi tenang kenapa perubahan ini terasa sangat signifikanmahjong ways 2 tetap menarik di era game mobile apa yang membuat mekanismenya bertahanrtp naik turun dalam sesi pendek bukan berarti ada pola begini cara membacanyawild bandito membuat runtuhan simbol terasa aktif apa yang sebenarnya terjadi di setiap rangkaianlucky neko dan simbol keberuntungan jepang kenapa identitas visualnya begitu mudah dikenaliscatter hitam mahjong wins 3 menarik perhatian tetapi tidak menentukan putaran berikutnyabaccarat terlihat sederhana tetapi kenapa ritme player dan banker mudah dianggap membentuk polaroulette memiliki banyak pilihan taruhan tetapi kenapa struktur meja lebih penting daripada sekadar angkamahjong ways 2 terlihat konsisten dalam durasi putaran tetapi hasilnya tetap bisa sangat berbedamembaca rtp dari satu sesi bisa menyesatkan ini perbedaan data pendek dan jangka panjangwild bounty showdown membawa tema koboi tetapi mekanisme permainannya lebih dari sekadar visualdaya tarik mahjong ways terpancarpesona mahjong ways hadir lewatkeunikan mahjong ways terlihat memikatmahjong ways semakin menarik seimbangvisual mahjong ways makin menawanpria ini mengaku mendapat kemenangan besar dari game online apa yang sebenarnya terjadi di balik ceritanyajudi online sering disebut jalan cepat mendapat uang kenapa anggapan ini bisa menyesatkancerita menang besar viral di media sosial mengapa konten seperti ini cepat menarik perhatiansyariah melarang praktik judi mengapa narasi uang instan tetap banyak beredar di internetseorang pemain mengaku modal kecil berubah menjadi jutaan kenapa cerita seperti ini perlu dibaca dengan hati hatimengapa banyak orang tertarik pada janji uang cepat dari game online meski risikonya tinggidari hiburan menjadi perbincangan kenapa game online bertema jackpot mudah viralkemenangan besar sering dipamerkan tetapi kerugian jarang dibicarakan ini dampaknya pada persepsi penggunauang instan menjadi daya tarik di tengah tekanan ekonomi mengapa narasi ini semakin mudah menyebarseorang pengguna mengaku berhenti setelah mengalami kerugian ceritanya menunjukkan sisi lain judi onlinelucky neko kembali menarik perhatian pemain mobile ada apa dengan tema kucing keberuntungan jepangwild bandito punya nuansa koboi meksiko yang berbeda ini detail permainan yang jarang diperhatikanmahjong ways 2 masih banyak dibicarakan di kalangan penggemar game mobile apa daya tariknyaaztec gems membawa nuansa peradaban kuno ke layar digital mengapa tampilannya terasa berbedawild bounty showdown menghadirkan duel koboi di dunia digital bukan sekadar permainan bertema wild westmekanisme mystical spirits pg soft simbol menang reel multipliersumpah pemuda 98 komunitas mahjong ways kalbar wfh generasi mudadua game digital pg soft populer komunitas facebook indonesiakomunitas pragmatic play klaim rp303 juta 80 kejutan maxwingeopolitik ai industrialisasi platform digital pragmatic pg soft mahjong wins 3perbandingan gates of olympus vs mahjong ways 2026 potensi kemenangannaga api mahjong ways 2 bandung klaim kemenangan aws betpg soft pragmatic play batam multiplier beruntun klaim jackpotwild bounty showdown kreativitas tema koboi klasik game smartphone modernkeunikan desain mahjong ways animasi visual elemen artistik digitalmobil second medanmahjong ways menghadirkan pengalaman mobile yang berbeda melalui desain antarmuka dan ritme permainan modernmengulas mahjong ways dari sisi teknologi animasi mengapa perpindahan simbol terlihat begitu dinamisscatter hitam mahjong wins 2 menjadi perbincangan bagaimana animasi membangun ekspektasi penggunamengenal karakteristik scatter hitam dan perannya dalam membentuk identitas mahjong wins 2gates of olympus mengangkat kisah zeus melalui perpaduan mitologi yunani dan teknologi hiburan digitalmengapa gates of olympus memiliki ritme permainan yang berbeda mengenal hubungan tumble dan multiplierroulette digital memperkenalkan pengalaman interaktif baru melalui perkembangan teknologi permainan meja modernmengenal sistem angka dan warna roulette bagaimana probabilitas membentuk karakter permainan klasikstarlight princess menggabungkan dunia fantasi dan animasi modern dalam pengalaman hiburan berbasis smartphonemengungkap peran efek cahaya dan transisi simbol starlight princess dalam membangun suasana permainan digitalsweet bonanza 1000 menjadi perbincangan komunitas berkat fitur pengganda besar dan perubahan animasi yang semakin menarik perhatian penggunamahjong ways 2 menghadirkan sensasi permainan berbeda melalui kombinasi simbol berantai dan perkembangan teknologi hiburan digital masa kiniparlay pasaran bola semakin populer menjelang pertandingan besar mengenal cara kerja odds dan perbedaan pasaran sepak bola modernblack scatter kembali menarik perhatian penggemar mahjong digital setelah kemunculan simbol misterius yang memicu beragam spekulasi komunitasgates of olympus super scatter memperkenalkan mekanisme pengganda zeus dengan tampilan efek petir dan fitur bonus yang berbedaroulette dan baccarat memiliki karakteristik berbeda dalam dunia kasino digital mengungkap peran probabilitas dan strategi pengambilan keputusanpragmatic play dengan ramalan shio menjadi perbincangan menarik tentang hubungan kepercayaan tradisional dan simbol keberuntungan dalam permainan digitalserver lokal layanan game online mahjong wins 3 menjadi sorotan berkat pentingnya stabilitas jaringan dan kenyamanan akses penggunamahjong ways 3 mulai ramai dibicarakan komunitas benarkah generasi terbaru akan membawa perubahan besar pada mekanisme permainan digitalpola tiga scatter mahjong ways menarik perhatian komunitas digital mengungkap fakta mekanisme bonus dan kemunculan simbol secara acak Top