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Искусственный кадровик: как ИИ может ускорить найм сотрудников, не подвергая их данные угрозе

Число утечек персональных данных в России все время растет: новости об очередных инцидентах выходят так часто, что уже перестают вызывать удивление. Чаще всего жертвами утечек становятся клиенты компаний. Но иногда под ударом оказываются и их сотрудники. Такие случаи уже происходили.

В этом тексте рассказываем, как с помощью ИИ можно ускорить процесс найма сотрудников в несколько раз, не подвергая их данные ненужным рискам, как ИИ может осуществлять проверку документов соискателей на подлинность и почему в таких целях ни в коем случае нельзя прибегать к сервисам распознавания.

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Покой нам только СНИЛС

В крупных компаниях и организациях команды кадровиков ежедневно трудоустраивают десятки, а то и – если речь идет, к примеру, о ритейлерах – сотни новых сотрудников. Для оформления одного сотрудника в штат кадровому специалисту приходится обработать кипу бумаг.

Даже самый стандартный комплект документов выглядит внушительно:
- паспорт – причем кадровика интересует не только основной разворот, но и данные, содержащиеся в штампе о регистрации по месту жительства;
- СНИЛС;
- Свидетельство ИНН;
- документы воинского учета – для военнообязанных и лиц, подлежащих призыву на военную службу;
- трудовая книжка – если это не работа по совместительству и если трудовая есть в бумажном виде.

Кроме того, новый сотрудник предоставляет выписку из банка с реквизитами своего счета для начисления зарплаты.

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Часто, но не всегда нужно принести еще и диплом об образовании. Работникам определенных сфер – торговли, образования, медицины и общепита – может понадобиться медицинская книжка. Если работа связана с вождением – удостоверение водителя и т.д.

Еще длиннее список требуемых документов будет в том случае, если на работу устраивается иностранный гражданин. Тогда ему понадобятся паспорт, рабочая виза или разрешение на ведение какой-либо деятельности в России, миграционная карта, действующий в России полис медицинского страхования и – в зависимости от типа работы – другие документы.

На ручную обработку одного комплекта документов у сотрудника отдела кадров может уходить в среднем от 30 минут до 1 часа. А теперь посчитайте, сколько нужно кадровиков, чтобы трудоустроить 100 человек в день?

Как обычно вносятся данные?

Есть несколько основных способов, как специалисты отдела кадров могут вносить данные в систему:

  • Вручную. Главный минус такого способа – это процесс небыстрый. Ведь сотруднику нужно не только перепечатать данные из перечисленных выше документов, но и несколько раз проверить корректность информации.

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  • При помощи онлайн-сервисов, в которых работа штатного кадровика по вводу документов при приеме на работу новых сотрудников передается на внешний ресурс. В этом случае изображения документов передаются на обработку по сети интернет в сервис, где данные вводятся с привлечением ручного труда сторонними операторами. В этом случае в процессах обработки и обеспечения сохранности персональных данных ваших сотрудников участвует внешняя компания, что может послужить причиной утечки.

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  • При помощи систем распознавания на базе ИИ. Алгоритмы машинного обучения распознают документы, а затем вносят всю необходимую информацию в CRM систему компании. В этом случае данные сотрудников никуда не передаются, а вся обработка ведется во внутреннем контуре организации.

Чем именно может помочь искусственный интеллект?

Именно такие решения на базе ИИ и разрабатывает наша компания Smart Engines. В основе решения лежат программные продукты Smart ID Engine и Smart Document Engine, которые могут быть интегрированы в мобильные и серверные приложения.

Smart ID Engine 2.0 выполняет задачу распознавания и проверки подлинности паспорта РФ и других удостоверяющих личность документов - в совокупности почти 3 тыс. документов 220 стран и юрисдикций. Кроме того, технология может проверить паспорта граждан РФ и стран СНГ на подлинность.

Smart Document Engine распознает свыше 70 различных видов документов и форм, включая диплом об образовании и другие.

Программные решения компании Smart Engines имеют ряд очень важных преимуществ:

  • Программные продукты отлично справляются с задачей распознавания сканов и фотографий;

  • Они поддерживают произвольные ракурсы съемки. Это значит, что пользователи могут фотографировать и/или показывать документы камере телефона как им удобно;

  • Используемые в ПО алгоритмы вычислительно эффективной зрительной памяти позволяют распознавать документы на фотографиях, сделанных пользователями при различном освещении (вплоть до темноты);

  • Наши решения полностью исключают риск утечки данных в процессе распознавания. Данные НЕ передаются, НЕ сохраняются, НЕ требуется доступ в интернет, вся обработка ведется в локальной оперативной памяти.

Инструмент для кадрового аудита

Кроме того, Smart Document Engine может использоваться для решения еще одной задачи – проведения как внешнего, так и внутреннего кадрового аудита. С его помощью можно оцифровать:

  • Приказ (распоряжение) о приеме работника на работу (Форма Т-1)

  • Личная карточка работника (Форма Т-2)

  • Приказ (распоряжение) о предоставлении отпуска работнику (Форма Т-6)

  • Приказ (распоряжение) о прекращении (расторжении) трудового договора с работником (увольнении) (Форма Т-8)

Успешные кейсы

Вот лишь несколько примеров успешного применения систем Smart Engines в кадровых процессах:

  • Вот уже на протяжении пяти лет крупнейшая продовольственная сеть “Мария-Ра” – она стала нашим первым клиентом в сфере ритейла – использует программное решение Smart ID Engine. В рамках сотрудничества с ТС «Мария-Ра» для автоматизации ввода данных из сканов и фотографий паспорта РФ и СНИЛС была выбрана серверная реализация продукта, которой на распознавание 1 документа требуется менее 1 секунды.

  • В этом году для для автоматизации процесса приема на работу новых сотрудников в системе “1С” начала использовать сеть супермаркетов “Да!” (принадлежит компании ООО «Фреш Маркет»). Автоматическое распознавание данных паспорта РФ, СНИЛС и ИНН выполняется менее чем за 3 секунды.

Сотрудник левой категории

Трудоустройство сотрудника с поддельными документами – неумышленно или, возможно, при сговоре работодателя и соискателя – может иметь серьезные последствия не только для самого сотрудника, но и для работодателя.

Если вы допустили к работе человека без необходимой квалификации и произошло какое-то ЧП, то работодателя могут привлечь к ответственности. Кроме того, для компании найм сотрудника с поддельными документами может обернуться финансовыми потерями.

Поэтому нужно внимательно проверять документы соискателя и удостовериться в том, что они подлинные.

С этой задачей отлично справляется ИИ. Так, например, система мультиспектральной проверки Smart Engines проверяет на подлинность не только паспорта РФ, но и паспорта граждан СНГ. Решение извлекает данные из документа и проверяет его на подлинность в трех диапазонах – оптическом, ультрафиолетовом и инфракрасном.

Вместо заключения

Таким образом, обрабатывать кадровые документы с помощью искусственного интеллекта гораздо быстрее и удобнее. Однако нужно помнить о том, что в этих документах содержатся персональные данные. И с ними нужно обращаться очень осторожно.

Поэтому вместо заключения мы решили напомнить вам о проекте закона, предполагающем ввести оборотные штрафы до 500 млн рублей на бизнес за утечку персональных данных. В июле текущего года его внесли на рассмотрение правительства.

Документ оформлен как поправки в Кодекс об административных нарушениях. Согласно инициативе, за утечку:

  • если она касается от 1 тыс. до 10 тыс. субъектов персональных данных (то есть граждан), штраф для юрлиц составит от 3 млн до 5 млн руб.;

  • за утечку данных от 10 тыс. до 100 тыс. субъектов — от 5 млн до 10 млн руб.;

  • более 100 тыс. — от 10 млн до 15 млн руб.

За утечки биометрических персональных данных штраф для юрлиц составит от 15 до 20 млн рублей.

В конце сентября комиссия кабмина РФ по законопроектной деятельности поддержала проект поправок к Кодексу РФ об административных правонарушениях (КоАП).

Поэтому рекомендуем проверить и убедиться, что персональные данные ваших сотрудников (а заодно и клиентов) никогда не покидают контур компании и хранятся в безопасности.

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    Don’t be deceived by different testimonies online that is most likely wrong. I have made use of several recovery options that got me disappointed at the end of the day but I must confess that the tech genius I eventually found is the best out here. It’s better you devise your time to find the valid professional that can help you recover your stolen or lost crypto such as bitcoins rather than falling victim of other amateur hackers that cannot get the job done. ADAMWILSON . TRADING @ CONSULTANT COM / WHATSAPP ; +1 (603) 702 ( 4335 ) is the most reliable and authentic blockchain tech expert you can work with to recover what you lost to scammers. They helped me get back on my feet and I’m very grateful for that. Contact their email today to recover your lost coins ASAP…

  • 11.10.25 10:44 Tonerdomark

    A thief took my Dogecoin and wrecked my life. Then Mr. Sylvester stepped in and changed everything. He got back €211,000 for me, every single cent of my gains. His calm confidence and strong tech skills rebuilt my trust. Thanks to him, I recovered my cash with no issues. After months of stress, I felt huge relief. I had full faith in him. If a scam stole your money, reach out to him today at { yt7cracker@gmail . com } His help sparked my full turnaround.

  • 12.10.25 01:12 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.10.25 01:12 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.10.25 19:53 Tonerdomark

    A crook swiped my Dogecoin. It ruined my whole world. Then Mr. Sylvester showed up. He fixed it all. He pulled back €211,000 for me. Not one cent missing from my profits. His steady cool and sharp tech know-how won back my trust. I got my money smooth and sound. After endless worry, relief hit me hard. I trusted him completely. Lost cash to a scam? Hit him up now at { yt7cracker@gmail . com }. His aid turned my life around. WhatsApp at +1 512 577 7957.

  • 12.10.25 21:36 blessing

    Writing this review is a joy. Marie has provided excellent service ever since I started working with her in early 2018. I was worried I wouldn't be able to get my coins back after they were stolen by hackers. I had no idea where to begin, therefore it was a nightmare for me. However, things became easier for me after my friend sent me to [email protected] and +1 7127594675 on WhatsApp. I'm happy that she was able to retrieve my bitcoin so that I could resume trading.

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 01:15 tyleradams

    Hi. Please be wise, do not make the same mistake I had made in the past, I was a victim of bitcoin scam, I saw a glamorous review showering praises and marketing an investment firm, I reached out to them on what their contracts are, and I invested $28,000, which I was promised to get my first 15% profit in weeks, when it’s time to get my profits, I got to know the company was bogus, they kept asking me to invest more and I ran out of patience then requested to have my money back, they refused to answer nor refund my funds, not until a friend of mine introduced me to the NVIDIA TECH HACKERS, so I reached out and after tabling my complaints, they were swift to action and within 36 hours I got back my funds with the due profit. I couldn’t contain the joy in me. I urge you guys to reach out to NVIDIA TECH HACKERS on their email: [email protected]

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 18:07 crypto

    Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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