Artificial Intelligence - The State of Developer Ecosystem in 2023 Infographic

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Ecosystem</span></a></div></div></div></div></div></section><section class="dark-section subheader"><div class="wt-container"><div class="wt-row wt-row_justify_between wt-row_wrap_nowrap wt-row_align-items_center wt-row_size_m"><div class="wt-col-inline"><span data-test="dropdown-trigger" class="_triggerWrapper_1gq833r_55"><button type="button" class="wt-row wt-row_size_xs wt-row_align-items_center old-deveco-nav__dropdown"><div class="wt-col-inline rs-text-2 rs-text-2_theme_dark">2023</div><div class="wt-col-inline"><svg viewbox="0 0 24 24" class="_wt-icon_bxtje _m_aq1fd old-deveco-nav__icon-arrow my"><path d="M12 17L5 9h14l-7 8z"/></svg></div></button></span></div><div class="wt-col-inline"><span data-test="dropdown-trigger" class="_triggerWrapper_1t4sa2o_55"><button data-test="language-picker" type="button" class="_main_1727bsc_17 _modeClear_1727bsc_478 _sizeM_1727bsc_99 _alignIconLeft_1727bsc_77 _light_1727bsc_59 _withIcon_1727bsc_144"><svg viewbox="0 0 24 24" class="_wt-icon_bxtje 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class="wt-row wt-row_size_xs wt-row_align-items_center main-menu__dropdown"><p class="wt-col-inline rs-text-2 rs-text-2_theme_light">AI</p><div class="wt-col-inline"><svg viewbox="0 0 24 24" class="_icon_nk33rw_3 _sizeM_nk33rw_17 main-menu__icon-arrow"><path d="M19.004 9h-14l7 8 7-8z"/></svg></div></button></span></div></section></header><main data-test="layout-content" class="wt-layout__content"><section class="wt-section wt-section_bg_white wt-section_theme_light"><div class="wt-container"><div class="wt-row wt-row_justify_between wt-row_align-items_baseline wt-row_size_m"><div class="wt-col-inline"><h1 class="rs-h1 rs-h1_theme_light page-title">Artificial Intelligence</h1></div><div class="wt-col-inline wt-display-md-none"><div><div class="wt-row wt-row_size_0 wt-row_align-items_center quick-share"><p class="wt-col-inline rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light quick-share__text">Share:</p><div class="wt-col-inline"><button aria-label="twitter" 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1.563z"/></svg></button></div><div class="wt-col-inline"><button aria-label="linkedin" class="react-share__ShareButton quick-share__button"><svg viewbox="0 0 24 24" class="_icon_nk33rw_3 _light_nk33rw_27 _sizeM_nk33rw_17"><path d="M4.84 4h14.487a1.241 1.241 0 011.258 1.228v14.544A1.24 1.24 0 0119.327 21H4.84a1.24 1.24 0 01-1.255-1.228V5.228A1.238 1.238 0 014.84 4zm1.264 14.488h2.524v-8.113H6.104v8.113zM7.367 9.26a1.46 1.46 0 10-1.351-.898 1.442 1.442 0 001.351.898zm8.184 9.227h2.521v-4.449c0-2.19-.472-3.862-3.025-3.862a2.644 2.644 0 00-2.385 1.303h-.035v-1.105H10.21v8.113h2.518v-4.014c0-1.058.2-2.087 1.512-2.087 1.294 0 1.311 1.208 1.311 2.153v3.948z"/></svg></button></div><div class="wt-col-inline"><button data-test="button" type="button" class="_wt-button_1rcu3e2_1 _wt-button_mode_nude_1rcu3e2_602 _wt-button_size_s_1rcu3e2_108 _wt-button_theme_light_1rcu3e2_74 wt-button_align-icon_left quick-share__button copy-button"><svg viewbox="0 0 24 24" class="_icon_nk33rw_3 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with previous years.<br/><br/>In general, developers appear to be rather optimistic about the rapid advancements in AI and are actively using its capabilities in their work.</p></div></div></div></section><div class="wt-offset-top-24 wt-display-none wt-display-md-block"><div class="wt-row wt-row_size_0 wt-row_align-items_center quick-share"><p class="wt-col-inline rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light quick-share__text">Share:</p><div class="wt-col-inline"><button aria-label="twitter" class="react-share__ShareButton quick-share__button"><svg viewbox="0 0 24 24" class="_icon_nk33rw_3 _light_nk33rw_27 _sizeM_nk33rw_17"><path d="M13.317 10.775L19.146 4h-1.381l-5.061 5.883L8.662 4H4l6.112 8.896L4 20h1.381l5.344-6.212L14.994 20h4.662l-6.339-9.225zm-1.891 2.199l-.62-.886L5.88 5.04H8l3.977 5.688.62.886 5.168 7.393h-2.121l-4.218-6.033z"/></svg></button></div><div class="wt-col-inline"><button hashtags="devecosystem2022" aria-label="facebook" class="react-share__ShareButton 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6.127 8.788 6.127s8.789-2.732 8.789-6.127c0-.223-.018-.446-.054-.666a2.215 2.215 0 001.294-2.012v-.001a2.191 2.191 0 00-.642-1.551zm-14.42 3.115a1.563 1.563 0 113.127.002 1.563 1.563 0 01-3.126-.002zm8.753 4.151c-1.079 1.078-3.127 1.15-3.72 1.15-.612 0-2.66-.09-3.72-1.15a.4.4 0 010-.574.395.395 0 01.287-.122.393.393 0 01.288.122c.912.657 2.022.98 3.145.916a4.86 4.86 0 003.145-.917.405.405 0 01.576 0 .44.44 0 010 .575zm-.287-2.57a1.564 1.564 0 111.564-1.563 1.577 1.577 0 01-1.564 1.563z"/></svg></button></div><div class="wt-col-inline"><button aria-label="linkedin" class="react-share__ShareButton quick-share__button"><svg viewbox="0 0 24 24" class="_icon_nk33rw_3 _light_nk33rw_27 _sizeM_nk33rw_17"><path d="M4.84 4h14.487a1.241 1.241 0 011.258 1.228v14.544A1.24 1.24 0 0119.327 21H4.84a1.24 1.24 0 01-1.255-1.228V5.228A1.238 1.238 0 014.84 4zm1.264 14.488h2.524v-8.113H6.104v8.113zM7.367 9.26a1.46 1.46 0 10-1.351-.898 1.442 1.442 0 001.351.898zm8.184 9.227h2.521v-4.449c0-2.19-.472-3.862-3.025-3.862a2.644 2.644 0 00-2.385 1.303h-.035v-1.105H10.21v8.113h2.518v-4.014c0-1.058.2-2.087 1.512-2.087 1.294 0 1.311 1.208 1.311 2.153v3.948z"/></svg></button></div><div class="wt-col-inline"><button data-test="button" type="button" class="_wt-button_1rcu3e2_1 _wt-button_mode_nude_1rcu3e2_602 _wt-button_size_s_1rcu3e2_108 _wt-button_theme_light_1rcu3e2_74 wt-button_align-icon_left quick-share__button copy-button"><svg viewbox="0 0 24 24" class="_icon_nk33rw_3 _sizeM_nk33rw_17"><path d="M7 17h4v-2H7a3 3 0 010-6h4V7H7a5 5 0 000 10zM17 7h-4v2h4a3 3 0 110 6h-4v2h4a5 5 0 000-10zM7 11h10v2H7v-2z"/></svg></button></div></div></div><div class="wt-row wt-row_size_m wt-offset-top-48"><div class="_card_1obpak8_6 _themeLight_1obpak8_40 _modeClassic_1obpak8_59 _paddings16_1obpak8_197 _bordersRadius8_1obpak8_213 _cardPlain_1obpak8_59 quote-with-photo, quote-with-photo_light wt-col-6 wt-col-md-12 wt-offset-top-48"><div class="quote-with-photo__header"><div class="wt-row wt-row_size_s wt-row_align-items_center wt-row_nowrap wt-row-md_wrap wt-row-md_direction_column wt-row-md_align-items_start"><div class="wt-col-inline"><img src="/lp/devecosystem-2023/static/maria-khalusova-cbd1594a7dfe2f239af9dc318e0fd068.png" alt="" class="quote-with-photo__img"/></div><div class="wt-col-inline"><p class="rs-h3 rs-h3_theme_light wt-offset-top-md-16">Maria Khalusova</p><p class="rs-text-2 rs-text-2_theme_light">Member of Technical Staff, Hugging Face</p></div></div><p class="rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light wt-offset-top-16">It’s encouraging to see the developer community is mostly enthusiastic toward the application of AI-based tools to software development. At the same time, it’s important to acknowledge the presence of security and ethical concerns. This serves as a testament to the community's awareness of the existing limitations and potential hazards associated with these technologies. A key to addressing these concerns lies in advocating for greater transparency in the way AI systems are made available. Fully open AI models – and entire systems – enable community scrutiny that helps identify potential issues and contributes to continuous improvements in these systems. Ultimately, this makes AI-based tools both more useful and more trustworthy.</p></div><div class="quote-with-photo__links"><p class="rs-text-2 rs-text-2_theme_light wt-offset-top-24"><span><a href="https://twitter.com/mariaKhalusova" class="rs-link rs-link_mode_classic rs-link_theme_light" target="_blank">X (formerly Twitter)</a></span></p></div></div></div><div class="wt-row wt-row_size_m wt-offset-top-96"><div class="wt-col-5 wt-col-md-10 wt-col-sm-12"><div class="wt-row wt-row_size_xs wt-row_align-items_end wt-row_nowrap"><div class="wt-col-inline"><h3 id="ai_tool_types" class="rs-h3 rs-h3_theme_light chart__title">What types of generative AI tools are you familiar with?<a href="/lp/devecosystem-2023/ai/#ai_tool_types" class="chart__title_icon-link"><svg viewbox="0 0 24 24" class="_icon_nk33rw_3 _sizeM_nk33rw_17 chart__title_icon"><path d="M7 17h4v-2H7a3 3 0 010-6h4V7H7a5 5 0 000 10zM17 7h-4v2h4a3 3 0 110 6h-4v2h4a5 5 0 000-10zM7 11h10v2H7v-2z"/></svg></a></h3></div></div></div></div><div class="wt-row wt-row_size_m"><div class="wt-col-6 wt-col-md-12 wt-offset-top-48 rs-text-2 rs-text-2_theme_light"><div class=""><div class="research-chart-loader-container wt-row wt-row_justify_center wt-row_align-items_center"><svg viewbox="0 0 24 24" class="_wt-icon_bxtje _m_aq1fd"><style>@keyframes wt-icon-rotate{to{transform:rotate(360deg)}}</style><path d="M12 3.25A8.76 8.76 0 0 0 3.25 12h1.5A7.25 7.25 0 1 1 12 19.25v1.5a8.75 8.75 0 1 0 0-17.5z" style="animation:wt-icon-rotate .7s linear infinite;transform-origin:center center"/></svg></div></div></div><div class="wt-col-6 wt-col-md-12 wt-col-sm-12 chart__description wt-offset-top-48"><p class="rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light"/><div class="wt-row wt-row_size_m"><div class="_card_1obpak8_6 _themeLight_1obpak8_40 _modeClassic_1obpak8_59 _paddings16_1obpak8_197 _bordersRadius8_1obpak8_213 _cardPlain_1obpak8_59 block-with-count wt-col-6 wt-display-md-none"><p class="rs-digits-1 rs-digits-1_theme_light block-with-count__count">84%</p><p class="rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light wt-offset-top-8">of developers are familiar with generative AI tools in one way or another.</p></div></div></div></div><div class="wt-row wt-row_size_m"><p class="wt-col-5 wt-col-md-10 wt-col-sm-12 rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light wt-offset-top-24 wt-offset-top-sm-48">Interestingly, AI text generative tools are more familiar to developers than code generative tools, which might be attributable to the popularity and accessibility of ChatGPT.</p><div class="_card_1obpak8_6 _themeLight_1obpak8_40 _modeClassic_1obpak8_59 _paddings16_1obpak8_197 _bordersRadius8_1obpak8_213 _cardPlain_1obpak8_59 block-with-count wt-col-6 wt-col-sm-12 wt-display-none wt-display-md-block wt-offset-top-48"><p class="rs-digits-1 rs-digits-1_theme_light block-with-count__count">84%</p><p class="rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light wt-offset-top-8">of developers are familiar with generative AI tools in one way or another.</p></div></div><div class="wt-row wt-row_size_m wt-offset-top-48"><div class="_card_1obpak8_6 _themeLight_1obpak8_40 _modeClassic_1obpak8_59 _paddings16_1obpak8_197 _bordersRadius8_1obpak8_213 _cardPlain_1obpak8_59 quote-with-photo, quote-with-photo_light wt-col-6 wt-col-md-12 wt-offset-top-48"><div class="quote-with-photo__header"><div class="wt-row wt-row_size_s wt-row_align-items_center wt-row_nowrap wt-row-md_wrap wt-row-md_direction_column wt-row-md_align-items_start"><div class="wt-col-inline"><img src="/lp/devecosystem-2023/static/svetlana-zemlyanskaya-317f70ba59e7019b8bdd2a6019e33744.png" alt="" class="quote-with-photo__img"/></div><div class="wt-col-inline"><p class="rs-h3 rs-h3_theme_light wt-offset-top-md-16">Svetlana Zemlyanskaya</p><p class="rs-text-2 rs-text-2_theme_light">Team Lead in Machine Learning in IDE Assistance, JetBrains</p></div></div><p class="rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light wt-offset-top-16">In just a couple of years, AI-based code generation tools went from being an interesting research topic to being an important part of many developers' toolboxes. We’ll continue monitoring this trend closely to see how it evolves.</p></div></div></div><div class="wt-row wt-row_size_m wt-offset-top-96"><div class="wt-col-5 wt-col-md-10 wt-col-sm-12"><div class="wt-row wt-row_size_xs wt-row_align-items_end wt-row_nowrap"><div class="wt-col-inline"><h3 id="ai_what_stops" class="rs-h3 rs-h3_theme_light chart__title">What stops you from learning about generative AI tools?<a href="/lp/devecosystem-2023/ai/#ai_what_stops" class="chart__title_icon-link"><svg viewbox="0 0 24 24" class="_icon_nk33rw_3 _sizeM_nk33rw_17 chart__title_icon"><path d="M7 17h4v-2H7a3 3 0 010-6h4V7H7a5 5 0 000 10zM17 7h-4v2h4a3 3 0 110 6h-4v2h4a5 5 0 000-10zM7 11h10v2H7v-2z"/></svg></a></h3></div></div></div></div><div class="wt-row wt-row_size_m"><div class="wt-col-10 wt-col-md-12 wt-offset-top-48 rs-text-2 rs-text-2_theme_light"><div class=""><div class="research-chart-loader-container wt-row wt-row_justify_center wt-row_align-items_center"><svg viewbox="0 0 24 24" class="_wt-icon_bxtje _m_aq1fd"><style>@keyframes wt-icon-rotate{to{transform:rotate(360deg)}}</style><path d="M12 3.25A8.76 8.76 0 0 0 3.25 12h1.5A7.25 7.25 0 1 1 12 19.25v1.5a8.75 8.75 0 1 0 0-17.5z" style="animation:wt-icon-rotate .7s linear infinite;transform-origin:center center"/></svg></div></div><div class="wt-row wt-row_size_m wt-offset-top-24"><div class="wt-col-6 wt-col-md-10 wt-col-sm-12"><p class="rs-text-3 rs-text-3_hardness_pale rs-text-3_theme_light">*This question was shown only to the developers who chose “None” in the previous question.</p></div></div></div><div class="wt-col-5 wt-col-md-10 wt-col-sm-12 chart__description wt-offset-top-24"><p class="rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light">Only 1.6% of all respondents have never heard of generative AI tools, and slightly less than half of those who have not yet familiarized themselves with generative AI tools plan to do so in the near future.<br/><br/>Security concerns are the most frequently cited obstacle to the adoption of generative AI tools.</p></div></div><div class="wt-row wt-row_size_m wt-offset-top-48"><div class="_card_1obpak8_6 _themeLight_1obpak8_40 _modeClassic_1obpak8_59 _paddings16_1obpak8_197 _bordersRadius8_1obpak8_213 _cardPlain_1obpak8_59 quote-with-photo, quote-with-photo_light wt-col-6 wt-col-md-12 wt-offset-top-48"><div class="quote-with-photo__header"><div class="wt-row wt-row_size_s wt-row_align-items_center wt-row_nowrap wt-row-md_wrap wt-row-md_direction_column wt-row-md_align-items_start"><div class="wt-col-inline"><img src="/lp/devecosystem-2023/static/svetlana-zemlyanskaya-317f70ba59e7019b8bdd2a6019e33744.png" alt="" class="quote-with-photo__img"/></div><div class="wt-col-inline"><p class="rs-h3 rs-h3_theme_light wt-offset-top-md-16">Svetlana Zemlyanskaya</p><p class="rs-text-2 rs-text-2_theme_light">Team Lead in Machine Learning in IDE Assistance, JetBrains</p></div></div><p class="rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light wt-offset-top-16">Most solutions still require sending data to the cloud, which makes them a security risk, but the market is already responding with local and on-premises solutions.</p></div></div></div><div class="wt-row wt-row_size_m wt-offset-top-96"><div class="wt-col-5 wt-col-md-10 wt-col-sm-12"><div class="wt-row wt-row_size_xs wt-row_align-items_end wt-row_nowrap"><div class="wt-col-inline"><h3 id="ai_statement" class="rs-h3 rs-h3_theme_light chart__title">To what extent do you agree or disagree with the following statements?<a href="/lp/devecosystem-2023/ai/#ai_statement" class="chart__title_icon-link"><svg viewbox="0 0 24 24" class="_icon_nk33rw_3 _sizeM_nk33rw_17 chart__title_icon"><path d="M7 17h4v-2H7a3 3 0 010-6h4V7H7a5 5 0 000 10zM17 7h-4v2h4a3 3 0 110 6h-4v2h4a5 5 0 000-10zM7 11h10v2H7v-2z"/></svg></a></h3></div></div></div></div><div class="wt-row wt-row_size_m"><div class="wt-col-10 wt-col-md-12 wt-offset-top-48 rs-text-2 rs-text-2_theme_light"><div class=""><div class="research-chart-loader-container wt-row wt-row_justify_center wt-row_align-items_center"><svg viewbox="0 0 24 24" class="_wt-icon_bxtje _m_aq1fd"><style>@keyframes wt-icon-rotate{to{transform:rotate(360deg)}}</style><path d="M12 3.25A8.76 8.76 0 0 0 3.25 12h1.5A7.25 7.25 0 1 1 12 19.25v1.5a8.75 8.75 0 1 0 0-17.5z" style="animation:wt-icon-rotate .7s linear infinite;transform-origin:center center"/></svg></div></div></div><div class="wt-col-5 wt-col-md-10 wt-col-sm-12 chart__description wt-offset-top-24"><p class="rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light">Our respondents appear to have a positive view of AGI (artificial general intelligence) in general. Less than one-fifth of them are worried that AGI will become hostile to humans. However, 6 out of 10 respondents have security concerns about using AI.</p></div></div><div class="wt-row wt-row_size_m wt-offset-top-48"><div class="_card_1obpak8_6 _themeLight_1obpak8_40 _modeClassic_1obpak8_59 _paddings16_1obpak8_197 _bordersRadius8_1obpak8_213 _cardPlain_1obpak8_59 quote-with-photo, quote-with-photo_light wt-col-6 wt-col-md-12 wt-offset-top-48"><div class="quote-with-photo__header"><div class="wt-row wt-row_size_s wt-row_align-items_center wt-row_nowrap wt-row-md_wrap wt-row-md_direction_column wt-row-md_align-items_start"><div class="wt-col-inline"><img src="/lp/devecosystem-2023/static/svetlana-zemlyanskaya-317f70ba59e7019b8bdd2a6019e33744.png" alt="" class="quote-with-photo__img"/></div><div class="wt-col-inline"><p class="rs-h3 rs-h3_theme_light wt-offset-top-md-16">Svetlana Zemlyanskaya</p><p class="rs-text-2 rs-text-2_theme_light">Team Lead in Machine Learning in IDE Assistance, JetBrains</p></div></div><p class="rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light wt-offset-top-16">Large language models have created many ethical issues that are yet to be addressed, like the source of training datasets, fair use of open-source code, and others.</p></div></div></div><div class="wt-row wt-row_size_m wt-offset-top-96"><div class="wt-col-5 wt-col-md-10 wt-col-sm-12"><div class="wt-row wt-row_size_xs wt-row_align-items_end wt-row_nowrap"><div class="wt-col-inline"><h3 id="ai_statement_for_code" class="rs-h3 rs-h3_theme_light chart__title">To what extent do you agree or disagree with the following statements about the future of AI-powered code generation?<a href="/lp/devecosystem-2023/ai/#ai_statement_for_code" class="chart__title_icon-link"><svg viewbox="0 0 24 24" class="_icon_nk33rw_3 _sizeM_nk33rw_17 chart__title_icon"><path d="M7 17h4v-2H7a3 3 0 010-6h4V7H7a5 5 0 000 10zM17 7h-4v2h4a3 3 0 110 6h-4v2h4a5 5 0 000-10zM7 11h10v2H7v-2z"/></svg></a></h3></div></div></div></div><div class="wt-row wt-row_size_m"><div class="wt-col-10 wt-col-md-12 wt-offset-top-48 rs-text-2 rs-text-2_theme_light"><div class=""><div class="research-chart-loader-container wt-row wt-row_justify_center wt-row_align-items_center"><svg viewbox="0 0 24 24" class="_wt-icon_bxtje _m_aq1fd"><style>@keyframes wt-icon-rotate{to{transform:rotate(360deg)}}</style><path d="M12 3.25A8.76 8.76 0 0 0 3.25 12h1.5A7.25 7.25 0 1 1 12 19.25v1.5a8.75 8.75 0 1 0 0-17.5z" style="animation:wt-icon-rotate .7s linear infinite;transform-origin:center center"/></svg></div></div></div><div class="wt-col-5 wt-col-md-10 wt-col-sm-12 chart__description wt-offset-top-24"><p class="rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light">Despite the fact that 3 out of 5 respondents believe AI coding tools will radically change the software development job market, only 13% are confident that AI is going to fully write code in place of developers. Nevertheless, about one-third believe that software engineering is bound to turn into prompt engineering.<br/><br/>In general, developers are rather optimistic and believe that AI will become a new additional tool to help them write code as opposed to something that will replace them entirely.</p></div></div><div class="wt-row wt-row_size_m wt-offset-top-96"><div class="wt-col-5 wt-col-md-10 wt-col-sm-12"><div class="wt-row wt-row_size_xs wt-row_align-items_end wt-row_nowrap"><div class="wt-col-inline"><h3 id="ai_what_tools_use" class="rs-h3 rs-h3_theme_light chart__title">What types of generative AI tools do you currently use?<a href="/lp/devecosystem-2023/ai/#ai_what_tools_use" class="chart__title_icon-link"><svg viewbox="0 0 24 24" class="_icon_nk33rw_3 _sizeM_nk33rw_17 chart__title_icon"><path d="M7 17h4v-2H7a3 3 0 010-6h4V7H7a5 5 0 000 10zM17 7h-4v2h4a3 3 0 110 6h-4v2h4a5 5 0 000-10zM7 11h10v2H7v-2z"/></svg></a></h3></div></div></div></div><div class="wt-row wt-row_size_m"><div class="wt-col-10 wt-col-md-12 wt-offset-top-0 rs-text-2 rs-text-2_theme_light"><div class=""><div class="wt-row wt-row_size_m"><div class="wt-col-inline wt-offset-top-48"><div class="research-chart-loader-container wt-row wt-row_justify_center wt-row_align-items_center"><svg viewbox="0 0 24 24" class="_wt-icon_bxtje _m_aq1fd"><style>@keyframes wt-icon-rotate{to{transform:rotate(360deg)}}</style><path d="M12 3.25A8.76 8.76 0 0 0 3.25 12h1.5A7.25 7.25 0 1 1 12 19.25v1.5a8.75 8.75 0 1 0 0-17.5z" style="animation:wt-icon-rotate .7s linear infinite;transform-origin:center center"/></svg></div></div><div class="wt-col-inline wt-offset-top-48"><div class="research-chart-loader-container wt-row wt-row_justify_center wt-row_align-items_center"><svg viewbox="0 0 24 24" class="_wt-icon_bxtje _m_aq1fd"><style>@keyframes wt-icon-rotate{to{transform:rotate(360deg)}}</style><path d="M12 3.25A8.76 8.76 0 0 0 3.25 12h1.5A7.25 7.25 0 1 1 12 19.25v1.5a8.75 8.75 0 1 0 0-17.5z" style="animation:wt-icon-rotate .7s linear infinite;transform-origin:center center"/></svg></div></div><div class="wt-col-inline wt-offset-top-48"><div class="research-chart-loader-container wt-row wt-row_justify_center wt-row_align-items_center"><svg viewbox="0 0 24 24" class="_wt-icon_bxtje _m_aq1fd"><style>@keyframes wt-icon-rotate{to{transform:rotate(360deg)}}</style><path d="M12 3.25A8.76 8.76 0 0 0 3.25 12h1.5A7.25 7.25 0 1 1 12 19.25v1.5a8.75 8.75 0 1 0 0-17.5z" style="animation:wt-icon-rotate .7s linear infinite;transform-origin:center center"/></svg></div></div><div class="wt-col-inline wt-offset-top-48"><div class="research-chart-loader-container wt-row wt-row_justify_center wt-row_align-items_center"><svg viewbox="0 0 24 24" class="_wt-icon_bxtje _m_aq1fd"><style>@keyframes wt-icon-rotate{to{transform:rotate(360deg)}}</style><path d="M12 3.25A8.76 8.76 0 0 0 3.25 12h1.5A7.25 7.25 0 1 1 12 19.25v1.5a8.75 8.75 0 1 0 0-17.5z" style="animation:wt-icon-rotate .7s linear infinite;transform-origin:center center"/></svg></div></div><div class="wt-col-inline wt-offset-top-48"><div class="research-chart-loader-container wt-row wt-row_justify_center wt-row_align-items_center"><svg viewbox="0 0 24 24" class="_wt-icon_bxtje _m_aq1fd"><style>@keyframes wt-icon-rotate{to{transform:rotate(360deg)}}</style><path d="M12 3.25A8.76 8.76 0 0 0 3.25 12h1.5A7.25 7.25 0 1 1 12 19.25v1.5a8.75 8.75 0 1 0 0-17.5z" style="animation:wt-icon-rotate .7s linear infinite;transform-origin:center center"/></svg></div></div></div></div></div><div class="wt-col-5 wt-col-md-10 wt-col-sm-12 chart__description wt-offset-top-24"><p class="rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light">The majority of developers use the potent generative AI cloud-based solutions – cloud-based services or solutions managed by the respondent’s organization.</p></div></div><div class="wt-row wt-row_size_m wt-offset-top-48"><div class="_card_1obpak8_6 _themeLight_1obpak8_40 _modeClassic_1obpak8_59 _paddings16_1obpak8_197 _bordersRadius8_1obpak8_213 _cardPlain_1obpak8_59 quote-with-photo, quote-with-photo_light wt-col-6 wt-col-md-12 wt-offset-top-48"><div class="quote-with-photo__header"><div class="wt-row wt-row_size_s wt-row_align-items_center wt-row_nowrap wt-row-md_wrap wt-row-md_direction_column wt-row-md_align-items_start"><div class="wt-col-inline"><img src="/lp/devecosystem-2023/static/svetlana-zemlyanskaya-317f70ba59e7019b8bdd2a6019e33744.png" alt="" class="quote-with-photo__img"/></div><div class="wt-col-inline"><p class="rs-h3 rs-h3_theme_light wt-offset-top-md-16">Svetlana Zemlyanskaya</p><p class="rs-text-2 rs-text-2_theme_light">Team Lead in Machine Learning in IDE Assistance, JetBrains</p></div></div><p class="rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light wt-offset-top-16">Local and on-premises solutions are already emerging, but the final quality is often worse than that of cloud-based solutions. While the quality is improving across the board, the gap between local and cloud-based solutions will probably remain unbridged for the next couple of years.</p></div></div></div><div class="wt-row wt-row_size_m wt-offset-top-96"><div class="wt-col-5 wt-col-md-10 wt-col-sm-12"><div class="wt-row wt-row_size_xs wt-row_align-items_end wt-row_nowrap"><div class="wt-col-inline"><h3 id="ai_tools_experience" class="rs-h3 rs-h3_theme_light chart__title">What is your experience with the following AI tools?<a href="/lp/devecosystem-2023/ai/#ai_tools_experience" class="chart__title_icon-link"><svg viewbox="0 0 24 24" class="_icon_nk33rw_3 _sizeM_nk33rw_17 chart__title_icon"><path d="M7 17h4v-2H7a3 3 0 010-6h4V7H7a5 5 0 000 10zM17 7h-4v2h4a3 3 0 110 6h-4v2h4a5 5 0 000-10zM7 11h10v2H7v-2z"/></svg></a></h3></div></div></div></div><div class="wt-row wt-row_size_m"><div class="wt-col-6 wt-col-md-12 wt-offset-top-48 rs-text-2 rs-text-2_theme_light"><div class=""><div class="research-chart-loader-container wt-row wt-row_justify_center wt-row_align-items_center"><svg viewbox="0 0 24 24" class="_wt-icon_bxtje _m_aq1fd"><style>@keyframes wt-icon-rotate{to{transform:rotate(360deg)}}</style><path d="M12 3.25A8.76 8.76 0 0 0 3.25 12h1.5A7.25 7.25 0 1 1 12 19.25v1.5a8.75 8.75 0 1 0 0-17.5z" style="animation:wt-icon-rotate .7s linear infinite;transform-origin:center center"/></svg></div></div></div><div class="wt-col-5 wt-col-md-10 wt-col-sm-12 chart__description wt-offset-top-48"><p class="rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light">Developers are using general AI text generative tools more often than they do specialized AI code generative tools. However, since the latest AI text generative tools, such as ChatGPT, are also capable of writing code, developers may be using them for this purpose. The specialized tools mentioned above seem to be drawing interest, but whether it's because of imperfect integration with the workflows or generic approaches, few developers are sticking with them at this time.</p></div></div><div class="wt-row wt-row_size_m wt-offset-top-96"><div class="wt-col-5 wt-col-md-10 wt-col-sm-12"><div class="wt-row wt-row_size_xs wt-row_align-items_end wt-row_nowrap"><div class="wt-col-inline"><h3 id="ai_assistants" class="rs-h3 rs-h3_theme_light chart__title">How frequently do you use the following features of the existing AI assistants for coding?<a href="/lp/devecosystem-2023/ai/#ai_assistants" class="chart__title_icon-link"><svg viewbox="0 0 24 24" class="_icon_nk33rw_3 _sizeM_nk33rw_17 chart__title_icon"><path d="M7 17h4v-2H7a3 3 0 010-6h4V7H7a5 5 0 000 10zM17 7h-4v2h4a3 3 0 110 6h-4v2h4a5 5 0 000-10zM7 11h10v2H7v-2z"/></svg></a></h3></div></div></div></div><div class="wt-row wt-row_size_m"><div class="wt-col-10 wt-col-md-12 wt-offset-top-48 rs-text-2 rs-text-2_theme_light"><div class=""><div class="research-chart-loader-container wt-row wt-row_justify_center wt-row_align-items_center"><svg viewbox="0 0 24 24" class="_wt-icon_bxtje _m_aq1fd"><style>@keyframes wt-icon-rotate{to{transform:rotate(360deg)}}</style><path d="M12 3.25A8.76 8.76 0 0 0 3.25 12h1.5A7.25 7.25 0 1 1 12 19.25v1.5a8.75 8.75 0 1 0 0-17.5z" style="animation:wt-icon-rotate .7s linear infinite;transform-origin:center center"/></svg></div></div></div><div class="wt-col-5 wt-col-md-10 wt-col-sm-12 chart__description wt-offset-top-24"><p class="rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light">The most common way for developers to use an AI assistant is to ask general questions about software development using natural language.</p></div></div><div class="wt-row wt-row_size_m wt-offset-top-96"><div class="wt-col-5 wt-col-md-10 wt-col-sm-12"><div class="wt-row wt-row_size_xs wt-row_align-items_end wt-row_nowrap"><div class="wt-col-inline"><h3 id="ai_how_frequently" class="rs-h3 rs-h3_theme_light chart__title">How frequently do you use AI tools for the following tasks?<a href="/lp/devecosystem-2023/ai/#ai_how_frequently" class="chart__title_icon-link"><svg viewbox="0 0 24 24" class="_icon_nk33rw_3 _sizeM_nk33rw_17 chart__title_icon"><path d="M7 17h4v-2H7a3 3 0 010-6h4V7H7a5 5 0 000 10zM17 7h-4v2h4a3 3 0 110 6h-4v2h4a5 5 0 000-10zM7 11h10v2H7v-2z"/></svg></a></h3></div></div></div></div><div class="wt-row wt-row_size_m"><div class="wt-col-10 wt-col-md-12 wt-offset-top-48 rs-text-2 rs-text-2_theme_light"><div class=""><div class="research-chart-loader-container wt-row wt-row_justify_center wt-row_align-items_center"><svg viewbox="0 0 24 24" class="_wt-icon_bxtje _m_aq1fd"><style>@keyframes wt-icon-rotate{to{transform:rotate(360deg)}}</style><path d="M12 3.25A8.76 8.76 0 0 0 3.25 12h1.5A7.25 7.25 0 1 1 12 19.25v1.5a8.75 8.75 0 1 0 0-17.5z" style="animation:wt-icon-rotate .7s linear infinite;transform-origin:center center"/></svg></div></div></div><div class="wt-col-5 wt-col-md-10 wt-col-sm-12 chart__description wt-offset-top-24"><p class="rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light">AI tools are popular learning assistance and brainstorming buddies. They are also useful for summarizing and proofreading content. As far as generating non-code content, only 20% of our respondents regularly use AI tools for that purpose.</p></div></div><div class="wt-row wt-row_size_m wt-offset-top-96"><div class="wt-col-5 wt-col-md-10 wt-col-sm-12"><div class="wt-row wt-row_size_xs wt-row_align-items_end wt-row_nowrap"><div class="wt-col-inline"><h3 id="ai_activities_order" class="rs-h3 rs-h3_theme_light chart__title">The most time-consuming activities<a href="/lp/devecosystem-2023/ai/#ai_activities_order" class="chart__title_icon-link"><svg viewbox="0 0 24 24" class="_icon_nk33rw_3 _sizeM_nk33rw_17 chart__title_icon"><path d="M7 17h4v-2H7a3 3 0 010-6h4V7H7a5 5 0 000 10zM17 7h-4v2h4a3 3 0 110 6h-4v2h4a5 5 0 000-10zM7 11h10v2H7v-2z"/></svg></a></h3></div></div></div></div><div class="wt-row wt-row_size_m"><div class="wt-col-10 wt-col-md-12 wt-offset-top-48 rs-text-2 rs-text-2_theme_light"><div class=""><div class="research-chart-loader-container wt-row wt-row_justify_center wt-row_align-items_center"><svg viewbox="0 0 24 24" class="_wt-icon_bxtje _m_aq1fd"><style>@keyframes wt-icon-rotate{to{transform:rotate(360deg)}}</style><path d="M12 3.25A8.76 8.76 0 0 0 3.25 12h1.5A7.25 7.25 0 1 1 12 19.25v1.5a8.75 8.75 0 1 0 0-17.5z" style="animation:wt-icon-rotate .7s linear infinite;transform-origin:center center"/></svg></div></div><div class="wt-row wt-row_size_m wt-offset-top-24"><div class="wt-col-6 wt-col-md-10 wt-col-sm-12"><p class="rs-text-3 rs-text-3_hardness_pale rs-text-3_theme_light">*Shares of respondents that selected each activity as one of their three most time-consuming activities.</p></div></div></div><div class="wt-col-5 wt-col-md-10 wt-col-sm-12 chart__description wt-offset-top-24"><p class="rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light">Writing code takes the top spot as the most time-consuming activity, though it is also the most enjoyable one for our respondents (see the chart below). Spending most of your time doing something you enjoy – isn’t that the recipe for happiness?</p></div></div><div class="wt-row wt-row_size_m wt-offset-top-96"><div class="wt-col-5 wt-col-md-10 wt-col-sm-12"><div class="wt-row wt-row_size_xs wt-row_align-items_end wt-row_nowrap"><div class="wt-col-inline"><h3 id="ai_enjoyable_unpleasant" class="rs-h3 rs-h3_theme_light chart__title">How enjoyable / unpleasant do you find these activities?<a href="/lp/devecosystem-2023/ai/#ai_enjoyable_unpleasant" class="chart__title_icon-link"><svg viewbox="0 0 24 24" class="_icon_nk33rw_3 _sizeM_nk33rw_17 chart__title_icon"><path d="M7 17h4v-2H7a3 3 0 010-6h4V7H7a5 5 0 000 10zM17 7h-4v2h4a3 3 0 110 6h-4v2h4a5 5 0 000-10zM7 11h10v2H7v-2z"/></svg></a></h3></div></div></div></div><div class="wt-row wt-row_size_m"><div class="wt-col-10 wt-col-md-12 wt-offset-top-48 rs-text-2 rs-text-2_theme_light"><div class=""><div class="research-chart-loader-container wt-row wt-row_justify_center wt-row_align-items_center"><svg viewbox="0 0 24 24" class="_wt-icon_bxtje _m_aq1fd"><style>@keyframes wt-icon-rotate{to{transform:rotate(360deg)}}</style><path d="M12 3.25A8.76 8.76 0 0 0 3.25 12h1.5A7.25 7.25 0 1 1 12 19.25v1.5a8.75 8.75 0 1 0 0-17.5z" style="animation:wt-icon-rotate .7s linear infinite;transform-origin:center center"/></svg></div></div></div><div class="wt-col-5 wt-col-md-10 wt-col-sm-12 chart__description wt-offset-top-24"><p class="rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light">If writing code is a developer's most enjoyable activity, it’s natural that they’re not ready to delegate it to the AI tools!</p></div></div><div class="wt-row wt-row_size_m wt-offset-top-96"><div class="wt-col-5 wt-col-md-10 wt-col-sm-12"><div class="wt-row wt-row_size_xs wt-row_align-items_end wt-row_nowrap"><div class="wt-col-inline"><h3 id="ai_simple_difficult" class="rs-h3 rs-h3_theme_light chart__title">How simple / difficult do you find these activities?<a href="/lp/devecosystem-2023/ai/#ai_simple_difficult" class="chart__title_icon-link"><svg viewbox="0 0 24 24" class="_icon_nk33rw_3 _sizeM_nk33rw_17 chart__title_icon"><path d="M7 17h4v-2H7a3 3 0 010-6h4V7H7a5 5 0 000 10zM17 7h-4v2h4a3 3 0 110 6h-4v2h4a5 5 0 000-10zM7 11h10v2H7v-2z"/></svg></a></h3></div></div></div></div><div class="wt-row wt-row_size_m"><div class="wt-col-10 wt-col-md-12 wt-offset-top-48 rs-text-2 rs-text-2_theme_light"><div class=""><div class="research-chart-loader-container wt-row wt-row_justify_center wt-row_align-items_center"><svg viewbox="0 0 24 24" class="_wt-icon_bxtje _m_aq1fd"><style>@keyframes wt-icon-rotate{to{transform:rotate(360deg)}}</style><path d="M12 3.25A8.76 8.76 0 0 0 3.25 12h1.5A7.25 7.25 0 1 1 12 19.25v1.5a8.75 8.75 0 1 0 0-17.5z" style="animation:wt-icon-rotate .7s linear infinite;transform-origin:center center"/></svg></div></div></div></div><div class="wt-row wt-row_size_m wt-offset-top-96"><h3 id="ai_delegate_activities" class="wt-col-5 wt-col-md-10 wt-col-sm-12 rs-h3 rs-h3_theme_light chart__title">How likely is it that you would delegate the following activities to an AI assistant (in an ideal world where the performance of an AI assistant is humanlike)?<a class="chart__title_icon-link" href="/lp/devecosystem-2023/ai/#ai_delegate_activities"><svg viewbox="0 0 24 24" class="_icon_nk33rw_3 _sizeM_nk33rw_17 chart__title_icon"><path d="M7 17h4v-2H7a3 3 0 010-6h4V7H7a5 5 0 000 10zM17 7h-4v2h4a3 3 0 110 6h-4v2h4a5 5 0 000-10zM7 11h10v2H7v-2z"/></svg></a></h3></div><div class="wt-row wt-row_size_m"><div class="wt-col-6 wt-col-lg-10 wt-col-md-12"><div class="wt-row wt-row_size_m"><div class="wt-col-12 wt-col-md-12 wt-offset-top-48 rs-text-2 rs-text-2_theme_light"><div class=""><div class="research-chart-loader-container wt-row wt-row_justify_center wt-row_align-items_center"><svg viewbox="0 0 24 24" class="_wt-icon_bxtje _m_aq1fd"><style>@keyframes wt-icon-rotate{to{transform:rotate(360deg)}}</style><path d="M12 3.25A8.76 8.76 0 0 0 3.25 12h1.5A7.25 7.25 0 1 1 12 19.25v1.5a8.75 8.75 0 1 0 0-17.5z" style="animation:wt-icon-rotate .7s linear infinite;transform-origin:center center"/></svg></div></div></div><div class="wt-col-10 wt-col-md-10 wt-col-sm-12 chart__description wt-offset-top-24"><p class="rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light">AI assistants are most commonly used to help developers perform routine tasks, like writing documentation, code comments, and commit messages, as well as searching. However, developers prefer to do their own coding, including understanding the code and recent code changes, debugging, and of course, writing code, even though 79% of the respondents mentioned that writing code is their most time-consuming activity.<br/><br/>Writing quality code is a difficult task, and generative AI coding tools are showing some evidence of making it less time intensive. While approximately one-third of developers surveyed remain unsure about delegating tasks to these tools, this doesn’t mean they aren’t using the tools to complete tasks collaboratively rather than completely outsourcing the work.</p></div></div></div><div class="wt-col-6 wt-col-lg-12 wt-offset-top-48 wt-offset-top-lg-0"><div class="_wrapper_1oamvfr_10" data-test="sticky-tag-wrapper"><div class="_card_1obpak8_6 _themeLight_1obpak8_40 _modeClassic_1obpak8_59 _paddings16_1obpak8_197 _bordersRadius8_1obpak8_213 _cardPlain_1obpak8_59 _withStaticBorder_1obpak8_43 big-size-card wt-offset-top-48"><img src="data:image/svg+xml;base64,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" alt="" class="product-card__logo"/><h2 class="rs-h3 rs-h3_theme_light wt-offset-top-16">JetBrains AI Assistant</h2><div class="rs-text-2 rs-text-2_hardness_hard rs-text-2_theme_light wt-offset-top-16"><p>AI Assistant provides AI-powered features for software development. The JetBrains AI service transparently connects IDE users to different large language models (LLMs). AI Assistant is context-aware and helps developers complete their tasks faster, boosting productivity.</p></div><div class="big-size-card__button"><div class="wt-row wt-row_align-items_center wt-row_size_m wt-row-sm_align-items_start wt-row-sm_direction_column-reverse"><div class="wt-col-inline"><a data-test="button" href="/ai/" type="button" class="_main_195m2fh_17 _modeRock_195m2fh_241 _sizeM_195m2fh_99 _alignIconLeft_195m2fh_77 _light_195m2fh_59 wt-offset-top-24 wt-offset-top-sm-32">Try for free</a></div></div></div></div><span data-test="sticky-tag" class="_main_bifkp6_25 _sizeS_bifkp6_61 _alignIconLeft_bifkp6_46 _tag_1oamvfr_14 _sizeS_1oamvfr_24 _end_1oamvfr_68 _top_1oamvfr_52 _alignMiddle_1oamvfr_35 _offset16_1oamvfr_57" style="color:#FFFFFF;background-color:var(--rs-color-primary-light-theme, #6B57FF)">NEW</span></div></div></div></div></section><section class="wt-section wt-section_bg_white wt-section_theme_light"><div class="wt-container"><div class="wt-row wt-row_size_m"><div 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