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[Перевод] JetBrains: большой отчёт о состоянии экосистемы разработчиков в 2025 году

Команда AI for Devs подготовила краткий обзор большого отчёта JetBrains о состоянии экосистемы разработчиков в 2025 году. ИИ становится повседневным инструментом в работе программистов, TypeScript и Rust продолжают расти, а представления о продуктивности выходят за пределы метрик. Что это значит для индустрии — и для вас?


Каждый год JetBrains проводит исследование Developer Ecosystem Survey — глубокое погружение в мир разработки программного обеспечения: как работают разработчики, какими инструментами пользуются и как меняется сама индустрия.

Опрос проводится с 2017 года и за это время превратился в одно из самых масштабных исследований в своей области.

В версии 2025 года приняли участие 24 534 разработчика из 194 стран, что позволяет получить по-настоящему глобальную картину профессии.

Давайте посмотрим, что особенно выделилось в 2025 году.

Владение ИИ становится базовым навыком

ИИ стремительно превращается в повседневную норму для разработчиков: 85% специалистов регулярно используют инструменты на базе искусственного интеллекта для программирования и разработки, а 62% полагаются как минимум на одного ИИ-ассистента, агента или редактор кода.

Тем не менее 15% разработчиков пока не внедрили ИИ-инструменты в свою повседневную работу. Причины могут быть разными — от скептицизма и вопросов безопасности до личных предпочтений. Однако эта значительная меньшинство представляет собой любопытную альтернативу основному тренду.

ИИ на рабочем месте

Для большинства тех, кто принял ИИ, выгоды ощутимы. Почти девять из десяти разработчиков экономят как минимум час каждую неделю, а каждый пятый — восемь часов и больше. Это эквивалент целого рабочего дня!

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Неудивительно, что 68% разработчиков ожидают: в ближайшем будущем работодатели будут требовать уверенного владения ИИ-инструментами. Работа с искусственным интеллектом уже стала почти такой же обыденной, как обработка данных (25% против 29%).

Взгляд в будущее

Когда разработчиков спрашивают об усиливающейся роли ИИ в обществе, в ответах звучит смесь оптимизма, любопытства и тревоги.

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Большинство готовы поручить ИИ рутинные задачи — например, генерацию шаблонного кода, написание документации или составление кратких описаний изменений. Но при этом предпочитают оставлять за собой творческие и сложные этапы — отладки и проектирования логики приложения.

Вот пять видов деятельности, которые разработчики чаще всего готовы делегировать ИИ:

  • написание шаблонного и повторяющегося кода;

  • поиск информации, связанной с разработкой, в интернете;

  • преобразование кода на другие языки;

  • написание комментариев или документации к коду;

  • составление кратких сводок недавних изменений в коде.

Главные опасения, связанные с применением ИИ в программировании и разработке ПО

Несмотря на энтузиазм вокруг ИИ, у многих по-прежнему есть сомнения. Вот пять наиболее распространённых опасений, которые отметили участники опроса:

  • нестабильное качество кода, сгенерированного ИИ;

  • ограниченное понимание ИИ сложных участков кода и логики;

  • риски для конфиденциальности и безопасности;

  • возможное ухудшение собственных навыков программирования и разработки;

  • отсутствие у ИИ контекстного понимания.

Языки и инструменты

Выбор языков программирования, которые используют разработчики, показывает текущее состояние индустрии и то, какие технологии набирают популярность.

TypeScript демонстрирует самый впечатляющий рост в реальном использовании за последние пять лет. Rust, Go и Kotlin тоже постепенно укрепляют свои позиции, хотя их успехи не столь заметны, как у TypeScript.

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Тем временем PHP, Ruby и Objective-C продолжают уверенно терять популярность — отражение того, как со временем меняются предпочтения разработчиков и требования проектов.

Индекс Language Promise от JetBrains оценивает языки по трём критериям: рост, стабильность и готовность разработчиков их осваивать. Согласно этому индексу, в 2025 году наибольший потенциал роста демонстрируют TypeScript, Rust и Go, тогда как JavaScript, PHP и SQL, судя по всему, достигли стадии зрелости.

Пять языков, которые разработчики хотят освоить в ближайшее время:

  • Go (11%)

  • Rust (10%)

  • Python (7%)

  • Kotlin (6%)

  • TypeScript (6%)

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Неожиданно, но именно Scala возглавляет список самых высокооплачиваемых разработчиков — 38%, хотя этот язык является основным всего у 2% специалистов. Похоже, что узкая специализация действительно может приносить ощутимую прибыль. Подробнее это явление можно изучить с помощью нашего калькулятора зарплат в IT.

В мире облачных сервисов региональные провайдеры сохраняют сильные позиции на своих рынках, что показывает: разработчики нередко выбирают облачного провайдера исходя из места работы или доступности решений в своём регионе.

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Продуктивность разработчиков: новый взгляд на эффективность

В прошлом году компании почти полностью концентрировались на технических метриках — времени сборки, скорости релизов и среднем времени восстановления после сбоев.

В 2025 году баланс заметно сместился. Теперь дело не только в метриках DORA — на первый план выходит продуктивность разработчиков.

Сами разработчики считают, что на их эффективность одинаково влияют как технические факторы (51%), так и нетехнические (62%). Внутренняя координация, общение и прозрачность целей стали не менее важными, чем быстрые CI-пайплайны или удобные IDE.

Пока технические лиды мечтают о снижении технического долга и улучшении взаимодействия в командах, сами разработчики хотят прозрачности, конструктивной обратной связи и чётких целей. При этом 66% из них уверены, что текущие метрики не отражают их реальный вклад.

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Данные показывают, что пришло время пересмотреть подход к оценке успеха — и создавать рабочие среды, в которых ценится не только результат, но и то, как он достигнут.

Подробнее о том, как команды переосмысливают продуктивность и опыт разработчиков, можно узнать в отчёте The State of Developer Experience and Productivity 2025 от JetBrains.

Реальность разработчиков

Работа каждого разработчика — это своя история, и данные ясно показывают, насколько эти истории различаются.

Во всём мире восприятие рынка труда заметно отличается: 57% разработчиков в Японии считают его «благоприятным», тогда как в Канаде 66% называют его «сложным». Индустрия глобальна, но возможности всё ещё зависят от места, где вы живёте.

61% джунов считают рынок труда трудным, и даже среди сеньоров это мнение разделяют 54%.

По мере развития карьеры разработчики сталкиваются с совершенно иными вызовами: данные показывают очевидный сдвиг от чисто технических задач к вопросам координации — например, к необходимости постоянно переключать контекст.

Несмотря на все сложности, разработчики по-прежнему любят своё дело: 52% пишут код для удовольствия даже после рабочего дня. 57% делают это под музыку, а 25% предпочитают тишину.

И, пожалуй, одно из самых приятных постоянств в этом исследовании: разработчики одинаково любят и кошек, и собак! 🐱 🐶

Методология

Опрос проводился с апреля по июнь 2025 года и после очистки данных включил ответы 24 534 разработчиков. Для получения сбалансированной выборки учитывались география, занятость, используемые языки программирования и использование продуктов JetBrains.

Русскоязычное сообщество про AI в разработке

d066a81482f4fe77b245ab293d3beffc.png

Друзья! Эту статью подготовила команда ТГК «AI for Devs» — канала, где мы рассказываем про AI-ассистентов, плагины для IDE, делимся практическими кейсами и свежими новостями из мира ИИ. Подписывайтесь, чтобы быть в курсе и ничего не упустить!

Итоги

Результаты Developer Ecosystem Survey 2025 показывают, что индустрия стремительно меняется под влиянием искусственного интеллекта и растущего осознания своей роли среди разработчиков. Они выбирают инструменты, которые помогают им работать продуктивнее, но при этом всё чаще задумываются о том, что на самом деле означает продуктивность в новой реальности.

Изучите полные данные и найдите собственные инсайты в Developer Ecosystem Data Playground. А также загляните в инфографику, чтобы узнать больше о текущем состоянии экосистемы разработчиков.

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    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

  • 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.

  • 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

  • 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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