{"id":2264,"date":"2026-08-04T08:05:16","date_gmt":"2026-08-04T08:05:16","guid":{"rendered":"https:\/\/www.dobryakov.com\/blog\/2264\/"},"modified":"2026-08-04T08:05:16","modified_gmt":"2026-08-04T08:05:16","slug":"leadership-hiring-from-intels","status":"publish","type":"post","link":"https:\/\/www.dobryakov.com\/blog\/2264\/","title":{"rendered":"\u0412 \u0432\u0430\u043a\u0430\u043d\u0441\u0438\u044f\u0445 \u043f\u043e\u043a\u0443\u043f\u0430\u044e\u0442 \u043b\u0438\u0434\u0435\u0440\u043e\u0432 \u043f\u043e\u0441\u0442\u0430\u0432\u043a\u0438, \u0430 \u043d\u0435 \u00ab\u0435\u0449\u0451 \u043e\u0434\u043d\u043e\u0433\u043e AI-\u0438\u043d\u0436\u0435\u043d\u0435\u0440\u0430\u00bb"},"content":{"rendered":"<p>\u0425\u0430\u0439\u043f \u0441\u0447\u0438\u0442\u0430\u0435\u0442 \u0447\u0430\u0441\u0442\u043e\u0442\u0443 \u0441\u043b\u043e\u0432\u0430 \u00abAI\u00bb \u0432 JD. \u042f \u0441\u0447\u0438\u0442\u0430\u044e \u043c\u0430\u043d\u0434\u0430\u0442 \u0440\u043e\u043b\u0438: \u043a\u043e\u0433\u043e \u043f\u043e\u043a\u0443\u043f\u0430\u044e\u0442 \u043d\u0430\u0432\u0435\u0440\u0445, \u043a\u0430\u043a\u0443\u044e \u0431\u043e\u043b\u044c \u0437\u0430\u043a\u0440\u044b\u0432\u0430\u0435\u0442 \u043d\u0430\u0439\u043c, \u0438 \u0433\u0434\u0435 \u043b\u0435\u043d\u0442\u0430 \u0432\u0440\u0451\u0442 \u043e\u0431\u044a\u0451\u043c\u043e\u043c.<\/p>\n<p><!--more--><\/p>\n<p>\u041d\u0435\u0434\u0430\u0432\u043d\u043e \u0440\u0430\u0437\u043e\u0431\u0440\u0430\u043b \u0434\u043d\u0435\u0432\u043d\u043e\u0439 \u043a\u043e\u0440\u043f\u0443\u0441 vacancy-intel \u2014 \u0440\u0430\u0437\u0432\u0435\u0434\u043a\u0438 \u043f\u043e \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u043c \u0432\u0430\u043a\u0430\u043d\u0441\u0438\u044f\u043c: \u0434\u0435\u0441\u044f\u0442\u043a\u0438 \u0440\u043e\u043b\u0435\u0439 \u0437\u0430 \u043e\u0434\u0438\u043d \u0434\u0435\u043d\u044c, \u043c\u043d\u043e\u0433\u043e \u0440\u0435\u043f\u043e\u0441\u0442\u043e\u0432 \u043e\u0434\u043d\u0438\u0445 \u0438 \u0442\u0435\u0445 \u0436\u0435 JD, \u0447\u0430\u0441\u0442\u044c \u043e\u0442\u0447\u0451\u0442\u043e\u0432 \u2014 stubs \u0431\u0435\u0437 \u0432\u0435\u0431-\u0432\u0435\u0440\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438. \u041f\u043e\u0441\u043b\u0435 \u0434\u0435\u0434\u0443\u043f\u0430 \u043e\u0441\u0442\u0430\u0451\u0442\u0441\u044f \u043f\u043e\u0440\u044f\u0434\u043a\u0430 \u0442\u0440\u0438\u0434\u0446\u0430\u0442\u0438 \u0443\u043d\u0438\u043a\u0430\u043b\u044c\u043d\u044b\u0445 \u043f\u0430\u0440 \u00ab\u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f + \u0440\u043e\u043b\u044c\u00bb. \u0423\u0441\u0442\u043e\u0439\u0447\u0438\u0432\u044b\u0439 \u0441\u0438\u0433\u043d\u0430\u043b \u0447\u0438\u0442\u0430\u0435\u0442\u0441\u044f \u043d\u0435 \u043f\u043e \u043a\u0440\u0430\u0441\u0438\u0432\u043e\u0439 \u0444\u043e\u0440\u043c\u0443\u043b\u0438\u0440\u043e\u0432\u043a\u0435 \u0440\u0435\u043a\u0440\u0443\u0442\u0435\u0440\u0430, \u0430 \u043f\u043e \u043f\u043e\u0432\u0442\u043e\u0440\u044f\u044e\u0449\u0435\u043c\u0443\u0441\u044f \u043c\u0430\u043d\u0434\u0430\u0442\u0443 \u2014 \u0437\u0430\u0447\u0435\u043c \u043f\u043e\u0437\u0438\u0446\u0438\u044e \u0432\u043e\u043e\u0431\u0449\u0435 \u043e\u0442\u043a\u0440\u044b\u043b\u0438.<\/p>\n<p>\u042d\u0442\u043e \u0434\u0440\u0443\u0433\u043e\u0439 \u0443\u0433\u043e\u043b, \u0447\u0435\u043c \u0432 \u0440\u0430\u0437\u0431\u043e\u0440\u0435 <a href=\"https:\/\/www.dobryakov.com\/blog\/2250\/\">\u0441\u043f\u0440\u043e\u0441\u0430 \u043d\u0430 AI-\u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u043e\u0432<\/a>. \u0422\u0430\u043c \u2014 \u043a\u0430\u043a\u0438\u0435 IC- \u0438 specialist-\u043a\u043b\u0430\u0441\u0442\u0435\u0440\u044b \u043f\u0440\u043e\u0441\u0442\u0443\u043f\u0430\u044e\u0442 \u0432 org chart (agents, evals, Applied AI, partner delivery). \u0417\u0434\u0435\u0441\u044c \u2014 \u043a\u043e\u0433\u043e \u0431\u0435\u0440\u0443\u0442 <strong>\u043d\u0430 \u043b\u0438\u0434\u0435\u0440\u0441\u043a\u0438\u0439 \u0441\u043b\u043e\u0439<\/strong>, \u043a\u0430\u043a AI-\u0441\u043b\u043e\u0432\u0430\u0440\u044c \u043c\u0430\u0441\u043a\u0438\u0440\u0443\u0435\u0442 \u0440\u0430\u0437\u043d\u0443\u044e \u0437\u0440\u0435\u043b\u043e\u0441\u0442\u044c, \u043f\u043e\u0447\u0435\u043c\u0443 platform \u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0441\u044f \u043e\u0431\u0449\u0438\u043c \u044f\u0437\u044b\u043a\u043e\u043c \u0431\u043e\u043b\u0438, \u0438 \u043a\u0430\u043a \u043d\u0435 \u043f\u0440\u0438\u043d\u044f\u0442\u044c founding\/plant-\u0448\u0443\u043c \u0437\u0430 \u0442\u043e\u0442 \u0436\u0435 \u0440\u044b\u043d\u043e\u043a.<\/p>\n<h2>\u0422\u0438\u0442\u0443\u043b \u2014 \u043f\u0440\u043e \u043b\u0438\u0434\u0435\u0440\u0441\u0442\u0432\u043e, \u043d\u0435 \u043f\u0440\u043e IC<\/h2>\n<p>\u0412 \u043a\u043e\u0440\u043f\u0443\u0441\u0435 \u0434\u043e\u043c\u0438\u043d\u0438\u0440\u0443\u044e\u0442 Engineering Manager, Head, Director, CTO, founding. IC-\u0440\u043e\u043b\u0438 \u2014 individual contributor, \u043b\u0438\u043d\u0435\u0439\u043d\u044b\u0439 \u0438\u043d\u0436\u0435\u043d\u0435\u0440 \u0431\u0435\u0437 managerial \u043c\u0430\u043d\u0434\u0430\u0442\u0430 (Applied AI, GenAI pipeline, QA, principal) \u2014 \u043c\u0435\u043d\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e.<\/p>\n<p>\u0420\u044b\u043d\u043e\u043a \u0432 \u044d\u0442\u043e\u043c \u0441\u0440\u0435\u0437\u0435 \u0438\u0449\u0435\u0442 \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0430, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0441\u043e\u0431\u0435\u0440\u0451\u0442 capability \u0438 \u0441\u043a\u043b\u0435\u0438\u0442 \u043e\u0440\u0433\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443, \u0430 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u044e \u043f\u0435\u0440\u0435\u0432\u0435\u0434\u0451\u0442 \u0432 roadmap \u2014 \u043d\u0435 \u0435\u0449\u0451 \u043e\u0434\u0438\u043d \u0441\u043b\u043e\u0442 \u0432 \u043a\u043e\u043c\u0430\u043d\u0434\u0435. \u042d\u0442\u043e \u0441\u043e\u0432\u043f\u0430\u0434\u0430\u0435\u0442 \u0441 \u0442\u0435\u043c, \u0447\u0442\u043e \u0434\u0430\u0432\u043d\u043e \u043f\u0438\u0448\u0443\u0442 \u0432 JD \u0434\u043b\u044f EM\/Head\/Director: people leadership + delivery operating model + platform thinking + data\/AI readiness + stakeholder management.<\/p>\n<p>AI \u0437\u0434\u0435\u0441\u044c \u0443\u0441\u0438\u043b\u0438\u0432\u0430\u0435\u0442 \u043d\u0435\u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0451\u043d\u043d\u043e\u0441\u0442\u044c. \u042f\u0434\u0440\u043e \u043f\u043e\u043a\u0443\u043f\u043a\u0438 \u0442\u043e \u0436\u0435: \u043f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u0443\u0435\u043c\u0430\u044f \u043f\u043e\u0441\u0442\u0430\u0432\u043a\u0430 \u0446\u0435\u043d\u043d\u043e\u0441\u0442\u0438 \u0438 \u0441\u043d\u0438\u0436\u0435\u043d\u0438\u0435 \u0440\u0438\u0441\u043a\u0430 \u0434\u043b\u044f \u041b\u041f\u0420. \u0422\u0430\u043c, \u0433\u0434\u0435 \u0442\u0438\u043f\u0438\u0447\u043d\u044b\u0439 EM \u043d\u0430\u0447\u0438\u043d\u0430\u0435\u0442 \u0441 \u043d\u0430\u0439\u043c\u0430 \u0438 \u0440\u0438\u0442\u0443\u0430\u043b\u043e\u0432, \u0441\u0438\u043b\u044c\u043d\u044b\u0439 \u0441\u0438\u0433\u043d\u0430\u043b \u0432 JD \u043d\u0430\u0447\u0438\u043d\u0430\u0435\u0442\u0441\u044f \u0441 \u0434\u0438\u0430\u0433\u043d\u043e\u0441\u0442\u0438\u043a\u0438 \u0442\u043e\u0433\u043e, \u0447\u0442\u043e \u043f\u0440\u044f\u043c\u043e \u0441\u0435\u0439\u0447\u0430\u0441 \u0440\u0432\u0451\u0442 \u043f\u043e\u0441\u0442\u0430\u0432\u043a\u0443.<\/p>\n<h2>AI \u2014 \u043e\u0431\u044f\u0437\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0441\u043b\u043e\u0432\u0430\u0440\u044c \u043f\u0440\u0438 \u0440\u0430\u0437\u043d\u043e\u0439 \u0437\u0440\u0435\u043b\u043e\u0441\u0442\u0438<\/h2>\n<p>\u0421\u043b\u043e\u0432\u043e AI \/ GenAI \/ LLM \u0432\u0441\u0442\u0440\u0435\u0447\u0430\u0435\u0442\u0441\u044f \u0443 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0430 \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0439. \u0421\u043c\u044b\u0441\u043b \u2014 \u0440\u0430\u0437\u043d\u044b\u0439.<\/p>\n<table>\n<thead>\n<tr>\n<th>\u041a\u043b\u0430\u0441\u0442\u0435\u0440<\/th>\n<th>\u041a\u0430\u043a \u0437\u0432\u0443\u0447\u0438\u0442 AI \u0432 JD<\/th>\n<th>\u0427\u0442\u043e \u044d\u0442\u043e \u043e\u0431\u044b\u0447\u043d\u043e \u0437\u043d\u0430\u0447\u0438\u0442<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Regulated enterprise (utilities, healthcare-adjacent)<\/td>\n<td>evaluate, benefit assessment, GenAI + compliance<\/td>\n<td>FOMO \u043f\u043b\u044e\u0441 \u0441\u0442\u0440\u0430\u0445 production<\/td>\n<\/tr>\n<tr>\n<td>Industrial \/ motion \/ water tech<\/td>\n<td>\u00abuse AI tools\u00bb, intelligent solutions<\/td>\n<td>\u0440\u044b\u0447\u0430\u0433 cost\/productivity; \u0447\u0430\u0441\u0442\u043e \u0441\u043e\u043f\u0440\u043e\u0442\u0438\u0432\u043b\u0435\u043d\u0438\u0435 \u0442\u0440\u0430\u0434\u0438\u0446\u0438\u043e\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0436\u0438\u043d\u0438\u0440\u0438\u043d\u0433\u0430<\/td>\n<\/tr>\n<tr>\n<td>Product \/ scale-up<\/td>\n<td>AI \u0432 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0435, pipeline, orchestration<\/td>\n<td>\u043d\u0443\u0436\u0435\u043d governance \u0438 production readiness<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u041d\u0430\u043d\u0438\u043c\u0430\u044e\u0442 \u043d\u0435 \u043f\u043e\u0434 \u00abAI-\u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435\u00bb. \u041d\u0443\u0436\u0435\u043d \u043f\u0435\u0440\u0435\u0432\u043e\u0434 \u043f\u0438\u043b\u043e\u0442\u043e\u0432 \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0443: ownership, evals, \u0433\u0440\u0430\u043d\u0438\u0446\u044b \u0430\u0433\u0435\u043d\u0442\u043e\u0432, observability, \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u044c. \u0411\u0435\u0437 \u044d\u0442\u043e\u0433\u043e AI \u043e\u0441\u0442\u0430\u0451\u0442\u0441\u044f \u043d\u0430\u0431\u043e\u0440\u043e\u043c \u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u044b\u0445 \u0434\u0435\u043c\u043e \u2014 \u043a\u0440\u0430\u0441\u0438\u0432\u044b\u0445 \u043d\u0430 \u0434\u0435\u043c\u043e-\u0434\u043d\u0435 \u0438 \u0434\u043e\u0440\u043e\u0433\u0438\u0445 \u0432 \u044d\u043a\u0441\u043f\u043b\u0443\u0430\u0442\u0430\u0446\u0438\u0438.<\/p>\n<p>\u0415\u0441\u043b\u0438 \u0432\u044b CTO \u0438 \u0432 JD \u0443 \u0432\u0430\u0441 \u00abmust use AI tools\u00bb, \u0430 \u0432 \u043e\u0440\u0433\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0435 \u043d\u0435\u0442 \u0432\u043b\u0430\u0434\u0435\u043b\u044c\u0446\u0430 production AI \u2014 \u0432\u044b \u043a\u0443\u043f\u0438\u043b\u0438 \u0441\u043b\u043e\u0432\u0430\u0440\u044c, \u043d\u0435 capability.<\/p>\n<h2>Platform engineering \u043a\u0430\u043a \u043e\u0431\u0449\u0438\u0439 \u043a\u0430\u0440\u043a\u0430\u0441 \u0431\u043e\u043b\u0438<\/h2>\n<p>\u041f\u043e\u0432\u0442\u043e\u0440\u044f\u044e\u0449\u0438\u0435\u0441\u044f \u0444\u043e\u0440\u043c\u0443\u043b\u0438\u0440\u043e\u0432\u043a\u0438 \u0438\u0437 \u0434\u043d\u0435\u0432\u043d\u043e\u0433\u043e \u0441\u0440\u0435\u0437\u0430:<\/p>\n<ul>\n<li>simplify backend at scale;<\/li>\n<li>reduce operational overhead \u0434\u043b\u044f product-\u043a\u043e\u043c\u0430\u043d\u0434;<\/li>\n<li>DevEx \u0438 observability;<\/li>\n<li>unified compute \/ internal platform;<\/li>\n<li>platform capabilities \u043f\u043e\u0434 Data\/AI \u0440\u044f\u0434\u043e\u043c \u0441 legacy (\u0432 \u0442\u043e\u043c \u0447\u0438\u0441\u043b\u0435 SAP-Basis).<\/li>\n<\/ul>\n<p>\u0421\u043c\u044b\u0441\u043b \u043e\u0434\u0438\u043d: product-\u043a\u043e\u043c\u0430\u043d\u0434\u044b \u0434\u043e\u043b\u0436\u043d\u044b ship&#x27;\u0438\u0442\u044c business logic, \u043d\u0435 \u0432\u043b\u0430\u0434\u0435\u044f \u0432\u0441\u0435\u0439 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u043e\u0439 \u0442\u044f\u0436\u0435\u0441\u0442\u044c\u044e. Post-M&amp;A \u0438 multi-brand \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f \u0443\u0441\u0438\u043b\u0438\u0432\u0430\u044e\u0442 \u0441\u0442\u0430\u0432\u043a\u0443 \u043d\u0430 \u0435\u0434\u0438\u043d\u044b\u0439 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0435\u043d\u043d\u044b\u0439 \u0441\u043b\u043e\u0439 \u2014 \u043a\u043b\u0430\u0441\u0441\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u043f\u0440\u0438\u043c\u0435\u0440 \u0432 \u0441\u0440\u0435\u0437\u0435: computing platform \u043f\u043e\u0434 \u044d\u043a\u043e\u0441\u0438\u0441\u0442\u0435\u043c\u0443 delivery-\u0431\u0440\u0435\u043d\u0434\u043e\u0432.<\/p>\n<p>\u041a\u043e\u0433\u0434\u0430 \u0432 \u043e\u0434\u043d\u043e\u0439 \u043f\u0430\u0447\u043a\u0435 \u0432\u0430\u043a\u0430\u043d\u0441\u0438\u0439 \u0440\u044f\u0434\u043e\u043c EM \u043d\u0430 platform \u0438 Head of Development &amp; Data \u0441 \u043c\u0430\u043d\u0434\u0430\u0442\u043e\u043c \u00ab\u0441\u043e\u0431\u0440\u0430\u0442\u044c platform \u043f\u043e\u0434 DE\/DS\/AI\u00bb \u2014 \u044d\u0442\u043e \u043d\u0435 \u043c\u043e\u0434\u0430 \u043d\u0430 \u0441\u043b\u043e\u0432\u043e platform. \u0411\u0435\u0437 \u043e\u0431\u0449\u0435\u0433\u043e \u0441\u043b\u043e\u044f velocity \u0443\u043f\u0438\u0440\u0430\u0435\u0442\u0441\u044f \u0432 ops \u0438 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438, \u0438 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u044d\u0442\u043e \u0443\u0436\u0435 \u043f\u0438\u0448\u0443\u0442 \u0432 JD.<\/p>\n<h2>Enterprise modernization \u0438\u0434\u0451\u0442 \u0440\u044f\u0434\u043e\u043c \u0441 AI<\/h2>\n<p>\u041a\u043b\u0430\u0441\u0442\u0435\u0440 SAP Engineering Manager \u0443 \u043a\u0440\u0443\u043f\u043d\u043e\u0433\u043e \u0441\u0435\u0440\u0432\u0438\u0441\u043d\u043e-\u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0442\u043e\u0440\u0441\u043a\u043e\u0433\u043e \u0438\u0433\u0440\u043e\u043a\u0430 \u2014 proxy \u0441\u043f\u0440\u043e\u0441\u0430 DACH-enterprise \u043d\u0430 ABAP \/ CAP \/ FICO \/ Logistics leadership. \u0420\u044f\u0434\u043e\u043c \u0432 \u0442\u043e\u043c \u0436\u0435 \u0434\u043d\u0435 \u2014 utilities \u0441 SAP-Basis, KRITIS \u0438 Data\/AI platform \u0432 \u043e\u0434\u043d\u043e\u043c Head of Development &amp; Data.<\/p>\n<p>\u041a\u043b\u0430\u0441\u0441\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u043c\u043e\u0434\u0435\u0440\u043d\u0438\u0437\u0430\u0446\u0438\u044f \u043d\u0435 \u00ab\u0443\u0441\u0442\u0430\u0440\u0435\u043b\u0430\u00bb. \u041e\u043d\u0430 \u0436\u0438\u0432\u0451\u0442 \u0432 \u043e\u0434\u043d\u043e\u043c \u043a\u043e\u043d\u0442\u0443\u0440\u0435 \u043d\u0430\u0439\u043c\u0430 \u0441 AI-\u043f\u043e\u0432\u0435\u0441\u0442\u043a\u043e\u0439. \u0427\u0438\u0442\u0430\u0442\u044c \u0441\u0435\u0440\u0432\u0438\u0441\u043d\u043e-\u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0442\u043e\u0440\u0441\u043a\u0438\u0439 SAP-\u043a\u043b\u0430\u0441\u0442\u0435\u0440 \u043a\u0430\u043a \u00ab\u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0442\u043e\u0440 \u0441\u0430\u043c \u0445\u043e\u0447\u0435\u0442 SAP\u00bb \u2014 \u043e\u0448\u0438\u0431\u043a\u0430: \u0447\u0430\u0449\u0435 \u044d\u0442\u043e \u0437\u0435\u0440\u043a\u0430\u043b\u043e \u043a\u043b\u0438\u0435\u043d\u0442\u0441\u043a\u043e\u0433\u043e \u0441\u043f\u0440\u043e\u0441\u0430, \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e DACH.<\/p>\n<h2>\u0413\u0435\u043e\u0433\u0440\u0430\u0444\u0438\u044f \u0438 \u0448\u0443\u043c: \u0434\u0432\u0430 \u0440\u044b\u043d\u043a\u0430 \u0432 \u043e\u0434\u043d\u043e\u0439 \u043b\u0435\u043d\u0442\u0435<\/h2>\n<p>\u041c\u043d\u043e\u0433\u043e DE-\u0432\u0430\u043a\u0430\u043d\u0441\u0438\u0439 (<code>m\/w\/d<\/code>), industrial R&amp;D, corporate startup \u0432 manufacturing, CTO \u0447\u0435\u0440\u0435\u0437 \u0440\u0435\u043a\u0440\u0443\u0442\u0435\u0440\u0430 \u0441 \u0441\u043a\u0440\u044b\u0442\u044b\u043c \u0440\u0430\u0431\u043e\u0442\u043e\u0434\u0430\u0442\u0435\u043b\u0435\u043c. \u041f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u043e \u2014 founding CTO \/ co-founder \u0441 \u043f\u0443\u0441\u0442\u044b\u043c \u0438\u043b\u0438 \u0442\u043e\u043d\u043a\u0438\u043c JD \u0438 equity, \u043f\u043b\u044e\u0441 physical plant \/ production engineering.<\/p>\n<p>\u0411\u0435\u0437 triage \u043b\u0435\u043d\u0442\u0430 \u0441\u043c\u0435\u0448\u0438\u0432\u0430\u0435\u0442 \u0442\u0440\u0438 \u0440\u0430\u0437\u043d\u044b\u0445 buying mode:<\/p>\n<ol>\n<li><strong>Digital product \/ platform leadership<\/strong> \u2014 \u0432\u044b\u0441\u043e\u043a\u0438\u0439 fit \u043a AI-driven engineering leadership.<\/li>\n<li><strong>Founding \/ pre-product CTO<\/strong> \u2014 \u0447\u0430\u0441\u0442\u043e \u043d\u0438\u0437\u043a\u0438\u0439 fit \u043a\u0430\u043a consulting lead: \u043d\u0435\u0442 \u0441\u0438\u0441\u0442\u0435\u043c\u044b, \u043a\u043e\u0442\u043e\u0440\u0443\u044e \u0447\u0438\u043d\u0438\u0442\u044c; \u043d\u0443\u0436\u0435\u043d \u043f\u043e\u043b\u043d\u044b\u0439 commitment \u0438 product invention.<\/li>\n<li><strong>Plant ops \/ hardware R&amp;D<\/strong> \u2014 \u0441\u043e\u0441\u0435\u0434\u043d\u0438\u0439 \u0438\u043b\u0438 \u0447\u0443\u0436\u043e\u0439 \u0441\u0435\u0433\u043c\u0435\u043d\u0442; \u0442\u0438\u0442\u0443\u043b \u00abHead of \u2026 Engineering\u00bb \u043e\u0431\u043c\u0430\u043d\u044b\u0432\u0430\u0435\u0442 \u0433\u043b\u0430\u0437.<\/li>\n<\/ol>\n<p>\u0413\u0438\u0431\u0440\u0438\u0434\u043d\u044b\u0435 \u0442\u0438\u0442\u0443\u043b\u044b \u0443\u0441\u0438\u043b\u0438\u0432\u0430\u044e\u0442 \u043a\u0430\u0440\u0442\u0438\u043d\u0443 \u043e\u0440\u0433\u0434\u044b\u0440\u044b: AI Engineer + Technical Product Owner, DVP Engineering &amp; Product Management, Head of Development &amp; Data. \u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f \u0441\u043a\u043b\u0435\u0438\u0432\u0430\u0435\u0442 eng + product + AI \u0432 \u043e\u0434\u043d\u043e\u0433\u043e \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0430 \u2014 \u043b\u0438\u0431\u043e \u043d\u0435 \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u0437\u0432\u043e\u043b\u0438\u0442\u044c \u0440\u0430\u0437\u0434\u0435\u043b\u044c\u043d\u044b\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438, \u043b\u0438\u0431\u043e \u0435\u0449\u0451 \u043d\u0435 \u0443\u043c\u0435\u0435\u0442 \u0438\u0445 \u0440\u0430\u0437\u0432\u0435\u0441\u0442\u0438. \u0414\u043b\u044f \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u0430 \u0438 \u0434\u043b\u044f \u043a\u043e\u043d\u0441\u0443\u043b\u044c\u0442\u0430\u043d\u0442\u0430 \u044d\u0442\u043e \u0441\u0438\u0433\u043d\u0430\u043b: \u0441\u043a\u043e\u0443\u043f \u0440\u0430\u0437\u043c\u044b\u0442, success criteria \u0431\u0443\u0434\u0443\u0442 \u0441\u043f\u043e\u0440\u0438\u0442\u044c \u043c\u0435\u0436\u0434\u0443 \u0441\u043e\u0431\u043e\u0439.<\/p>\n<h2>Failure modes \u0447\u0442\u0435\u043d\u0438\u044f \u043b\u0435\u043d\u0442\u044b<\/h2>\n<ol>\n<li><strong>\u0421\u0447\u0438\u0442\u0430\u0442\u044c \u0447\u0430\u0441\u0442\u043e\u0442\u0443 \u0441\u043b\u043e\u0432\u0430 \u00abAI\u00bb \u0441\u043f\u0440\u043e\u0441\u043e\u043c \u043d\u0430 ML-research.<\/strong> \u0427\u0430\u0441\u0442\u043e\u0442\u0430 \u2014 \u043f\u0440\u043e \u0441\u043b\u043e\u0432\u0430\u0440\u044c. \u0421\u043f\u0440\u043e\u0441 \u2014 \u043f\u0440\u043e \u0440\u043e\u043b\u044c, ownership \u0438 production constraints.<\/li>\n<li><strong>\u041f\u0440\u0438\u043d\u044f\u0442\u044c founding CTO \u0438 plant Head \u043a\u0430\u043a \u0442\u043e\u0442 \u0436\u0435 \u0440\u044b\u043d\u043e\u043a<\/strong>, \u0447\u0442\u043e EM Computing Platform \u0438\u043b\u0438 Head of Dev &amp; Data. \u0422\u0438\u0442\u0443\u043b\u044b \u043f\u043e\u0445\u043e\u0436\u0438, buying mode \u0440\u0430\u0437\u043d\u044b\u0439.<\/li>\n<li><strong>\u0418\u0433\u043d\u043e\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0434\u0443\u0431\u043b\u0438\u043a\u0430\u0442\u044b JD.<\/strong> \u041e\u0434\u0438\u043d \u0440\u0430\u0431\u043e\u0442\u043e\u0434\u0430\u0442\u0435\u043b\u044c \u00d7 N \u0440\u0435\u043f\u043e\u0441\u0442\u043e\u0432 LinkedIn \u0440\u0430\u0437\u0434\u0443\u0432\u0430\u0435\u0442 \u00ab\u043e\u0431\u044a\u0451\u043c \u0440\u044b\u043d\u043a\u0430\u00bb \u0432 \u0434\u043d\u0435\u0432\u043d\u043e\u043c \u0441\u0440\u0435\u0437\u0435. \u0421\u0447\u0438\u0442\u0430\u0442\u044c \u0443\u043d\u0438\u043a\u0430\u043b\u044c\u043d\u044b\u0435 company+role, \u043d\u0435 \u043a\u0430\u0440\u0442\u043e\u0447\u043a\u0438.<\/li>\n<li><strong>\u0427\u0438\u0442\u0430\u0442\u044c SAP-\u043a\u043b\u0430\u0441\u0442\u0435\u0440 \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0442\u043e\u0440\u0430 \u043a\u0430\u043a \u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0438\u0439 product-mandate.<\/strong> \u0427\u0430\u0441\u0442\u043e \u044d\u0442\u043e proxy \u043a\u043b\u0438\u0435\u043d\u0442\u0441\u043a\u043e\u0433\u043e \u0441\u043f\u0440\u043e\u0441\u0430.<\/li>\n<\/ol>\n<h2>\u041f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0444\u0438\u043b\u044c\u0442\u0440 \u0438\u0437 \u0447\u0435\u0442\u044b\u0440\u0451\u0445 \u0432\u043e\u043f\u0440\u043e\u0441\u043e\u0432<\/h2>\n<p>\u041a\u043e\u0433\u0434\u0430 \u0441\u043c\u043e\u0442\u0440\u0438\u0448\u044c \u043f\u0430\u0447\u043a\u0443 \u0432\u0430\u043a\u0430\u043d\u0441\u0438\u0439 \u0438\u043b\u0438 intel-\u043e\u0442\u0447\u0451\u0442\u043e\u0432:<\/p>\n<ol>\n<li><strong>\u041c\u0430\u043d\u0434\u0430\u0442:<\/strong> \u043f\u043e\u0447\u0438\u043d\u0438\u0442\u044c \u043f\u043e\u0441\u0442\u0430\u0432\u043a\u0443 \/ \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0443 \/ org \u2014 \u0438\u043b\u0438 \u00ab\u043f\u0440\u0438\u0434\u0443\u043c\u0430\u0442\u044c \u043f\u0440\u043e\u0434\u0443\u043a\u0442 \u0441 \u043d\u0443\u043b\u044f \u0437\u0430 equity\u00bb?<\/li>\n<li><strong>AI-\u0437\u0440\u0435\u043b\u043e\u0441\u0442\u044c:<\/strong> evaluation \/ cost tool \/ production feature \u0441 governance?<\/li>\n<li><strong>\u041f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0435\u043d\u043d\u044b\u0439 \u0441\u043b\u043e\u0439:<\/strong> \u0435\u0441\u0442\u044c \u043b\u0438 DevEx \/ internal platform \/ \u0441\u043d\u044f\u0442\u0438\u0435 ops \u0441 product \u2014 \u0438\u043b\u0438 \u0442\u043e\u043b\u044c\u043a\u043e \u00ab\u0446\u0438\u0444\u0440\u044b \u0438 \u043c\u043e\u0434\u0435\u043b\u044c\u00bb?<\/li>\n<li><strong>\u0421\u0435\u0433\u043c\u0435\u043d\u0442:<\/strong> digital product \/ regulated enterprise \/ industrial software \u2014 \u0438\u043b\u0438 \u0444\u0438\u0437\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0437\u0430\u0432\u043e\u0434?<\/li>\n<\/ol>\n<p>\u0415\u0441\u043b\u0438 \u0442\u0440\u0438 \u0438\u0437 \u0447\u0435\u0442\u044b\u0440\u0451\u0445 \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0442 \u043d\u0430 transformational leadership + platform + production AI \u2014 \u044d\u0442\u043e \u0442\u043e\u0442 \u0436\u0435 \u0440\u044b\u043d\u043e\u043a, \u0433\u0434\u0435 \u0446\u0435\u043d\u044f\u0442 \u043f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u0443\u0435\u043c\u043e\u0441\u0442\u044c \u043f\u043e\u0441\u0442\u0430\u0432\u043a\u0438 \u043f\u0440\u0438 \u043d\u0435\u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0451\u043d\u043d\u043e\u0441\u0442\u0438. \u041d\u0435 \u0435\u0449\u0451 \u043e\u0434\u043d\u043e\u0433\u043e IC \u0441 \u00abLLM\u00bb \u0432 \u0440\u0435\u0437\u044e\u043c\u0435.<\/p>\n<h2>\u0427\u0442\u043e \u0438\u0437 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0438 \u0446\u0435\u043f\u043b\u044f\u0435\u0442\u0441\u044f \u043a \u044d\u0442\u043e\u043c\u0443 \u0441\u0438\u0433\u043d\u0430\u043b\u0443<\/h2>\n<p>\u0412 enterprise-\u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u0441 \u043b\u0430\u043d\u0434\u0448\u0430\u0444\u0442\u043e\u043c 40+ \u0441\u0435\u0440\u0432\u0438\u0441\u043e\u0432 \u0438 20+ \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0451\u043d\u043d\u044b\u0445 \u043a\u043e\u043c\u0430\u043d\u0434 (Askona: \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f \u0443\u0440\u043e\u0432\u043d\u044f $680M+ \u0432\u044b\u0440\u0443\u0447\u043a\u0438) \u0440\u0430\u0431\u043e\u0442\u0430\u043b\u043e \u043d\u0435 \u00ab\u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c AI-\u043a\u043e\u043c\u0430\u043d\u0434\u0443 \u0432 \u0443\u0433\u043b\u0443\u00bb, \u0430 platform governance + <a href=\"https:\/\/www.dobryakov.com\/blog\/2274\/\">AI enablement<\/a> (RAG, agents, AI-assisted coding) \u0431\u0435\u0437 \u0431\u043e\u043b\u044c\u0448\u043e\u0433\u043e \u0432\u0437\u0440\u044b\u0432\u0430 \u043f\u043e continuity. \u0422\u043e\u0442 \u0436\u0435 \u043f\u0440\u0438\u043d\u0446\u0438\u043f, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0441\u0435\u0439\u0447\u0430\u0441 \u0447\u0438\u0442\u0430\u0435\u0442\u0441\u044f \u0432 JD: \u0441\u043d\u0430\u0447\u0430\u043b\u0430 \u0448\u0432\u044b \u0438 operating model, \u043f\u043e\u0442\u043e\u043c \u0443\u0441\u043a\u043e\u0440\u0435\u043d\u0438\u0435.<\/p>\n<p>\u0411\u043e\u043b\u044c CTO, \u043a\u043e\u0442\u043e\u0440\u0443\u044e \u044d\u0442\u0438 \u0432\u0430\u043a\u0430\u043d\u0441\u0438\u0438 \u043a\u043e\u0434\u0438\u0440\u0443\u044e\u0442 \u043c\u0435\u0436\u0434\u0443 \u0441\u0442\u0440\u043e\u043a: \u0432\u043d\u0435\u0434\u0440\u0438\u0442\u044c AI \u0442\u0430\u043a, \u0447\u0442\u043e\u0431\u044b legacy \u043e\u0441\u0442\u0430\u043b\u0441\u044f \u0441\u0442\u0430\u0431\u0438\u043b\u044c\u043d\u044b\u043c, \u0430 management overhead \u043d\u0435 \u0440\u0430\u0437\u0440\u043e\u0441\u0441\u044f. \u041d\u0443\u0436\u043d\u0430 meta-\u0440\u043e\u043b\u044c ownership \u2014 \u043a\u0442\u043e \u0440\u0435\u0448\u0430\u0435\u0442, \u043a\u0430\u043a\u0438\u0435 \u0430\u0433\u0435\u043d\u0442\u044b \u043d\u0430 \u043a\u0430\u043a\u0438\u0445 \u0437\u0430\u0434\u0430\u0447\u0430\u0445, \u0433\u0434\u0435 \u0438\u0445 \u043e\u0441\u0442\u0430\u043d\u0430\u0432\u043b\u0438\u0432\u0430\u0442\u044c, \u043a\u0442\u043e \u043e\u0442\u0432\u0435\u0447\u0430\u0435\u0442 \u0437\u0430 production-\u0438\u0441\u0445\u043e\u0434 \u2014 \u0430 \u043d\u0435 \u043d\u0430\u0431\u043e\u0440 \u043f\u0438\u043b\u043e\u0442\u043e\u0432 \u0441 \u0440\u0430\u0437\u043d\u044b\u043c\u0438 \u0441\u043f\u043e\u043d\u0441\u043e\u0440\u0430\u043c\u0438.<\/p>\n<h2>\u0412\u0435\u0440\u0434\u0438\u043a\u0442<\/h2>\n<p>\u0414\u043d\u0435\u0432\u043d\u043e\u0439 \u0441\u0440\u0435\u0437 vacancy-intel \u0432 2026 \u0433\u043e\u0432\u043e\u0440\u0438\u0442 \u043f\u0440\u043e\u0449\u0435, \u0447\u0435\u043c \u0445\u0430\u0439\u043f-\u043b\u0435\u043d\u0442\u0430: <strong>\u043f\u043e\u043a\u0443\u043f\u0430\u044e\u0442 \u043b\u0438\u0434\u0435\u0440\u043e\u0432 \u043f\u043e\u0441\u0442\u0430\u0432\u043a\u0438 \u043f\u043e\u0434 platform \u0438 production AI<\/strong>. \u0421\u043b\u043e\u0432\u0430\u0440\u044c \u00abAI\u00bb \u043e\u0431\u044f\u0437\u0430\u0442\u0435\u043b\u0435\u043d, \u0437\u0440\u0435\u043b\u043e\u0441\u0442\u044c \u0440\u0430\u0437\u043d\u0430\u044f, modernization (\u0432\u043a\u043b\u044e\u0447\u0430\u044f SAP) \u043d\u0435 \u0443\u0448\u043b\u0430, \u0430 \u043f\u0435\u0440\u0435\u0441\u0435\u043a\u043b\u0430\u0441\u044c \u0441 \u043d\u043e\u0432\u043e\u0439 \u043f\u043e\u0432\u0435\u0441\u0442\u043a\u043e\u0439. Founding-CTO \u0438 plant-engineering \u0432 \u0442\u043e\u0439 \u0436\u0435 \u043b\u0435\u043d\u0442\u0435 \u2014 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 false positive, \u0435\u0441\u043b\u0438 \u0447\u0438\u0442\u0430\u0442\u044c \u0431\u0435\u0437 triage.<\/p>\n<p>\u0415\u0441\u043b\u0438 \u0432 \u0432\u0430\u0448\u0435\u0439 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u043e\u0442\u043a\u0440\u044b\u043b\u0438 \u00ab\u0435\u0449\u0451 \u043e\u0434\u043d\u043e\u0433\u043e AI-\u0438\u043d\u0436\u0435\u043d\u0435\u0440\u0430\u00bb, \u0430 \u0432 JD \u0441\u043e\u0441\u0435\u0434\u0435\u0439 \u0443\u0436\u0435 Head of platform \/ EM \u0441 \u043c\u0430\u043d\u0434\u0430\u0442\u043e\u043c \u043d\u0430 DevEx \u0438 governance \u2014 \u0432\u044b lag&#x27;\u0430\u0435\u0442\u0435 \u043d\u0435 \u043f\u043e \u043c\u043e\u0434\u0435\u043b\u0438. \u0412\u044b lag&#x27;\u0430\u0435\u0442\u0435 \u043f\u043e \u043e\u0440\u0433\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0435 \u043f\u043e\u0441\u0442\u0430\u0432\u043a\u0438.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0414\u043d\u0435\u0432\u043d\u043e\u0439 \u0441\u0440\u0435\u0437 vacancy-intel: \u0440\u044b\u043d\u043e\u043a \u0438\u0449\u0435\u0442 EM\/Head\/CTO \u043f\u043e\u0434 platform \u0438 production AI, \u0430 \u043d\u0435 IC \u0441 LLM \u0432 \u0440\u0435\u0437\u044e\u043c\u0435. \u041a\u0430\u043a \u0447\u0438\u0442\u0430\u0442\u044c \u043c\u0430\u043d\u0434\u0430\u0442, \u0437\u0440\u0435\u043b\u043e\u0441\u0442\u044c AI \u0438 \u0448\u0443\u043c founding\/plant.<\/p>\n","protected":false},"author":0,"featured_media":2263,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[153,184],"tags":[203,204,200,185,201,202],"class_list":["post-2264","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-engineering","category-market","tag-ai-production","tag-dach","tag-engineering-leadership","tag-hiring-signals","tag-platform-engineering","tag-vacancy-intel"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0420\u0430\u0437\u0431\u043e\u0440 \u0434\u043d\u0435\u0432\u043d\u043e\u0433\u043e \u043a\u043e\u0440\u043f\u0443\u0441\u0430 vacancy-intel: \u043b\u0438\u0434\u0435\u0440\u0441\u043a\u0438\u0439 \u043c\u0430\u043d\u0434\u0430\u0442, AI-\u0441\u043b\u043e\u0432\u0430\u0440\u044c \u0440\u0430\u0437\u043d\u043e\u0439 \u0437\u0440\u0435\u043b\u043e\u0441\u0442\u0438, platform engineering \u0438 \u0444\u0438\u043b\u044c\u0442\u0440 founding\/plant-\u0448\u0443\u043c\u0430.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/www.dobryakov.com\/blog\/2264\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.10\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"\u0413\u0440\u0438\u0433\u043e\u0440\u0438\u0439 \u0414\u043e\u0431\u0440\u044f\u043a\u043e\u0432 - \u0411\u043b\u043e\u0433 \u043f\u0440\u043e IT+AI | \u0411\u043b\u043e\u0433 \u0413\u0440\u0438\u0433\u043e\u0440\u0438\u044f \u0414\u043e\u0431\u0440\u044f\u043a\u043e\u0432\u0430: \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043f\u0440\u043e\u0435\u043a\u0442\u0430\u043c\u0438, \u043c\u0435\u043d\u0435\u0434\u0436\u043c\u0435\u043d\u0442, 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