Datasets:
Formats:
csv
Size:
10K - 100K
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107 | null | Начинающий тестировщик - исследователь / IT специалист (Web3, Blockchain)
до 60 000 ₽
Задачи:
-Нахождение open source AI моделей и датасетов на сторонних площадках и их тестирование на совместимость;
-Тестирование продукта на баги по уже найденным моделям;
-Фиксация ошибок.
✅
Наши ожидания:
-Технический склад ума;
-Системность и скурпулёзность в решении задач;
-Желание погружаться в мир ИИ, изучать сферу блокчейна и расти вместе с нами;
-Высшее техническое образование (можно последние курсы обучения) - приветствуется.
✅
Мы предлагаем:
-Возможность работать из любой точки мира;
-Заработную плату - до 600$ (оплата в крипте);
-Работу по контракту;
-Оплачиваемый отпуск;
-Работу в сильной команде разработки;
-Высокий уровень свободы и самостоятельности.
Откликнуться | https://t.me/it_vak/2852?embed=1&mode=tme | https://t.me/ | https://t.me/s/it_vak | 221 | 0 | 1,734,596,496 | 1,734,688,962 | 102,323 | 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107 | null | iOS-разработчик (удалённо)
от 280 000 до 320 000 ₽
#разработчик
Требования:
— Знания в области реализации Цифрового Рубля;
— Знание и эффективное использование IDE Xcode (не ниже 15.4);
— Опыт разработки на Swift (не ниже 5.9) от 3-х лет;
— Опыт разработки на архитектуре Viper, MVC, MVVM;
— Опыт верстки кодом, UIKit + AutoLayout.
Условия:
— Работа в компании, которая много лет входит в топы самых престижных рейтингов;
— Условия работы в соответствии с ТК РФ + социальный пакет;
— Формат работы — удалёнка или офис в Москве;
— Гибкий рабочий график с началом дня с 8:00 до 12:00.
Посмотреть вакансию и откликнуться:
https://getmatch.ru/vacancies/24615 | https://t.me/workcamp/3406?embed=1&mode=tme | https://t.me/ | https://t.me/s/workcamp | 274 | 0 | 1,734,672,033 | 1,734,688,962 | 102,226 | 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107 | null | ➡️
Вакансия: Middle+ Data Engineer (ClickHouse)
⌚️
Локация: удаленка РФ
🕹
Компания: CodeX
💳
Зарплатная вилка: $3 000 -$3 500
📩
Контакты:
@rinapina_ptolemay
Аутсорсинговая компания
Ptolemay
приглашает
Middle+ Data Engineer
на полную занятость для участия в
аутстафф-проекте
, связанный с размещением афиш и событий в городе.
Обязанности:
- Изучить документацию шлюза внешней системы.
- Оценить реализуемость требований к адаптеру.
- Реализовать методы адаптера: получение данных, работа с заказами, возвраты, ежедневная сверка.
- Унифицировать схемы данных внешней и внутренней систем.
- Протестировать адаптер и методы.
- Добавить в инструмент саппорта формы для подключения и сводки продаж.
- Доработать шлюз при изменении протокола или новых бизнес-требованиях.
Требования:
- Коммерческий опыт работы в Data Engineering от 3 лет.
- Отличное знание ClickHouse.
- Глубокое понимание теории СУБД и ETL-процессов.
- Уверенное знание SQL и опыт написания сложных запросов.
- Опыт работы с СУБД (MS SQL, MySQL, PostgreSQL).
- Будет плюсом:
знание Docker, Kubernetes, CI/CD систем.
Условия:
- Удаленная работа.
- Гибкий график (рабочие часы по МСК времени).
- Длительность проекта от 6 месяцев.
- Оплата $3 000 -$3 500.
- Оформление по ИП. | https://t.me/datascience_job/296?embed=1&mode=tme | https://t.me/ | https://t.me/s/datascience_job | 55 | 0 | 1,733,912,196 | 1,734,688,963 | 102,249 | 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107 | null | Senior ML-Engineer
(LLM, AI text detection)
Мы - динамично развивающийся стартап, решающий различные задачи deep learning: генерация текста, аудио и видео, проводим транскрибацию, распознавание объектов на видео, также решаем задачи по обогащению данных: сбор данных из соцсетей, видеохостингов и тд. Мы сфокусированы на применении SOTA-решений для этих проектов, а также поддержке и мониторинге работающих решений.
Сейчас ищем опытного разработчика, который сможет возглавить разработку и внедрение решений для детекции текстов, созданных искусственным интеллектом (ИИ), и текстов, написанных человеком.
Ваша работа станет важной частью нашей миссии по разработке надежных и масштабируемых технологий, способных обеспечивать прозрачность и ответственность в эпоху ИИ.
⚡️
Чем предстоит заниматься:
- Создание и тонкая настройка трансформерных моделей (например, DeBERTa-v3-large, GPT или их аналогов) для высокоточного определения текстов, созданных ИИ.
- Построение и обработка масштабируемых, разнообразных и качественных наборов данных, включая человеческие тексты (например, The Pile) и тексты, сгенерированные ИИ.
- Генерация сбалансированных наборов данных с использованием современных языковых моделей (например, GPT-4, LLaMA3, Starling-LM:7B-beta).
- Разработка распределенных систем для масштабируемого обучения, тестирования и развертывания моделей.
- Улучшение точности, устойчивости и масштабируемости моделей, включая работу с пограничными случаями и сложными примерами.
- Проведение строгого тестирования с использованием сбалансированных наборов данных для обеспечения объективности и надежности моделей.
⚡️
Требования к кандидату:
- Подтвержденный опыт успешного решения задач по детекции текстов, созданных ИИ.
- Глубокое понимание архитектур, таких как BERT, DeBERTa, GPT, или их аналогов, включая умение тонкой настройки и модификации.
- Отличные знания в области NLP и задач различения текстов, созданных ИИ.
- Уверенное владение Python и фреймворками, такими как PyTorch, TensorFlow, Hugging Face Transformers.
- Практический опыт работы с современными крупными языковыми моделями (LLM) и их тонкой настройкой.
- Знания в области распределенных решений для масштабируемых вычислений и эффективного использования вычислительных ресурсов.
Будет плюсом:
- Опыт использования инструментов для оценки качества моделей ИИ.
- Знания об адверсариальных методах тестирования и их применении для повышения надежности моделей.
- Знакомство с инструментами для совместной разработки (например, GitHub, CI/CD).
- Интерес к вопросам этического и ответственного использования ИИ.
⚡️
Что мы предлагаем:
- Участие в разработке динамично развивающегося продукта, работающего на рынке в реальном времени;
- Справедливую заработную плату по результатам собеседования и вашей квалификации в вилке 8-15К$;
- Возможность прокачивать свою экспертизу за счет работы с топовыми коллегами и обучения в моменте;
- Классный молодой коллектив профессионалов, заряженных на результат. Ценим порядочность, честность и открытость;
- Занятия английском языком с носителем;
- ДМС после прохождения испытательного срока;
- Приятные подарки на праздники;
- Горизонтальную структуру, отсутствие бюрократии и синдромов «больших начальников»;
- Мы за результат, а не процесс. У всех наших сотрудников удобный график и полностью удаленная работа без привязке к стране.
Если увидел в этом описании себя - скорее откликайся, чтобы стать частью нашей команды!
Контакт:
@easezzzz | https://t.me/datasciencejobs/2489?embed=1&mode=tme | https://t.me/ | https://t.me/s/datasciencejobs | 1,600 | 0 | 1,734,605,974 | 1,734,688,963 | 102,249 | 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107 | null | #вакансии #datascientist #LLM # SeniorLLM # middleLLM
Друзья, всем привет! Ищем
Senior / middle LLM Engineer
для работы над нашими
ИИ-
проектами, в т.ч. ИИ-ассистентом в образовании.
Описание вакансии
Наша команда
Standard Data
реализует образовательные решения под заказ крупных компаний.
Сейчас мы разрабатываем AI-ассистента для образовательных курсов и других сфер. В данный момент мы ищем опытного LLM-специалиста, который будет вести исследования и улучшать качество ответов ассистента.
Что нужно делать:
• Проводить эксперименты с языковыми моделями (например, ChatGPT) для улучшения точности и релевантности ответов ассистента;
• интегрировать результаты исследований в продукт, работая с Python;
• изучать современные подходы в работе с LLM и внедрять их в продукт;
• анализировать результаты экспериментов и предлагать решения для повышения качества ассистента;
• руководить младшим специалистом, предоставляя техническую экспертизу и поддержку.
Наши требования:
• Опыт работы с LLM в коммерческих проектах от 1.5 лет;
• опыт работы в Data Science от 3 лет;
• высшее профильное образование;
• знаешь Python и интересуешься языковыми моделями и машинным обучением;
• имеешь экспертизу и опыт в работе с LLM на всех этапах создания: проектирование, обучение и дообучение, оценкой эффективности/ качества, запуск в продакшн, в т.ч. доработки на основе обратной связи.
Мы будем рады, если ты:
• Хочешь развивать свои лидовые компетенции и вырасти как менеджер;
• ответственный, инициативный и готов развиваться в сфере LLM;
• умеешь и понимаешь важность структурировано представлять результаты своей работы в команде.
Что мы предлагаем:
• Удалённый формат работы и гибкий график;
• возможность работы на part-time или full-time основе;
• достойная оплата от 150 до 280 т.р./мес. (full-time) net, по результатам собеседования;
• работу над реальным продуктом в одной из самых быстрорастущих областей;
• перспективу стать техлидом со своей командой специалистов.
Ждем тебя в нашей команде, пишите в тг, или сразу кидайте резюме:
t.me/KaterinkaGl
😄 | https://t.me/datasciencejobs/2490?embed=1&mode=tme | https://t.me/ | https://t.me/s/datasciencejobs | 967 | 0 | 1,734,680,731 | 1,734,688,963 | 102,249 | 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| [{"ner":"Ищем\nSenior / middle LLM Engineer","lemma":"искать\nsenior / middle llm engineer","label":"PER","start_pos":77,"end_pos":110},{"ner":"Standard Data","lemma":"standard data","label":"ORG","start_pos":216,"end_pos":229},{"ner":"LLM","lemma":"llm","label":"ORG","start_pos":405,"end_pos":408},{"ner":"LLM","lemma":"llm","label":"ORG","start_pos":751,"end_pos":754},{"ner":"Data Science","lemma":"data science","label":"ORG","start_pos":1054,"end_pos":1066},{"ner":"Python","lemma":"python","label":"ORG","start_pos":1121,"end_pos":1127},{"ner":"LLM","lemma":"llm","label":"ORG","start_pos":1224,"end_pos":1227},{"ner":"1","lemma":"1","label":"NUM","start_pos":1028,"end_pos":1029},{"ner":"5","lemma":"5","label":"NUM","start_pos":1030,"end_pos":1031},{"ner":"3","lemma":"3","label":"NUM","start_pos":1070,"end_pos":1071},{"ner":"150","lemma":"150","label":"NUM","start_pos":1782,"end_pos":1785},{"ner":"280","lemma":"280","label":"NUM","start_pos":1789,"end_pos":1792}] | NEUTRAL | rus | NOT SPAM | 292 | 0 | 11 | 0.929095 | 0.070905 | 0 | 30 | 33 | 10 | 5 | 94 | 3 | 70 | true |
107 | null | #DataEngineer #Vacancy #вакансия #удаленка
Вакансия: Data Engineer (Middle+ и выше)
📍
Компания: Green Wave Palace Ltd
📍
Формат работы: удаленный
⏳
Длительность проекта: 3+ месяца
💰
Зарплата: 200 000 - 250 000 руб
🌍
Локация: любая
📜
Гражданство: любое
Требования:
- Экспертный уровень Python: навыки на уровне Upper Senior.
- Опыт работы с Apache Spark: от 2 лет; глубокое понимание внутренней работы Spark.
- PostgreSQL: минимум 3 года опыта, включая решение задач оптимизации и инфраструктурных проблем.
- Clickhouse: от 2 лет опыта, знание внутреннего устройства (репликация, основные движки, оптимизация и инфраструктурные задачи).
- Kubernetes (k8s): опыт работы как пользователь от 1-2 лет.
- Работа с легаси-кодом: готовность и опыт в этом направлении.
- CI/CD: понимание процессов и принципов.
- Pytest: опыт работы; приветствуется опыт применения TDD.
- Cloud-инфраструктура: опыт работы с облачными сервисами (Yandex Cloud, AWS и др.) от 3 лет.
Soft skills: высокие навыки взаимодействия в команде.
Что ещё важно:
Опыт работы с оптимизацией и поддержкой сложной инфраструктуры.
Контакты:
📩
Для отклика отправляйте резюме на [email protected]
📱
Telegram:
@kittymurmurmur
Мы будем рады обсудить детали! | https://t.me/datascienceml_jobs/1250?embed=1&mode=tme | https://t.me/ | https://t.me/s/datascienceml_jobs | 1,200 | 0 | 1,734,603,399 | 1,734,688,963 | 102,249 | 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107 | null | Senior Frontend Developer
в TradingView
📍
Испания + аналогичная позиция в Лондоне
💎
React, TypeScript, HTML, CSS, HTTP
🚀
Фаундеры –
Денис Глоба и Константин Иванов,
выпускник Berkeley
TradingView – соцсеть и аналитическая платформа для трейдеров и инвесторов. По личному опыту, самый удобный сервис на рынке.
Размер команды – 251-500 | Инвестиции – $338M
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Узнать детали и откликнуться:
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Другие вакансии в стартапе:
–
QA Engineer UDF Team
(Грузия)
–
Senior DevOps Engineer
(Испания, Грузия)
–
iOS Developer
(Грузия) | https://t.me/dev_connectablejobs/944?embed=1&mode=tme | https://t.me/ | https://t.me/s/dev_connectablejobs | 2,200 | 0 | 1,734,623,132 | 1,734,688,963 | 102,249 | 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107 | null | Backend Developer (PHP) в FP Markets
Ребята активно ищут
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Наш читатель уже получил оффер в эту компанию
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Remote или Кипр
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5+ лет опыта в PHP, API, English B2+
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Фаундер – Matt Murphie, ex. Merrill Lynch. В компании работает много русскоговорящих ребят
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FP Markets –
австралийский онлайн-брокер, предоставляет доступ к таким финансовым инструментам, как форекс, акции, индексы, металлы и криптовалюты.
Размер команды – 200-500 человек | Компания существует с 2005 года и прибыльна
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Другие вакансии в компании:
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Financial Accountant
(Кипр)
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Product Owner
(Кипр)
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Product Designer UI/UX (Remote
или Кипр) | https://t.me/dev_connectablejobs/945?embed=1&mode=tme | https://t.me/ | https://t.me/s/dev_connectablejobs | 1,100 | 0 | 1,734,682,526 | 1,734,688,963 | 102,249 | 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| [{"ner":"Backend Developer","lemma":"Backend Developer","label":"ORG","start_pos":0,"end_pos":17},{"ner":"PHP","lemma":"PHP","label":"ORG","start_pos":19,"end_pos":22},{"ner":"FP Markets\nРебята","lemma":"FP Markets\nРебята","label":"ORG","start_pos":26,"end_pos":43},{"ner":"компанию\n📍\nRemote или","lemma":"компанию\n📍\nRemote или","label":"ORG","start_pos":98,"end_pos":119},{"ner":"5+ лет","lemma":"5+ лет","label":"QUANTITY","start_pos":127,"end_pos":133},{"ner":"PHP","lemma":"PHP","label":"ORG","start_pos":142,"end_pos":145},{"ner":"API","lemma":"API","label":"ORG","start_pos":147,"end_pos":150},{"ner":"English","lemma":"English","label":"LANGUAGE","start_pos":152,"end_pos":159},{"ner":"Matt Murphie","lemma":"Matt Murphie","label":"PER","start_pos":176,"end_pos":188},{"ner":"Merrill Lynch","lemma":"Merrill Lynch","label":"ORG","start_pos":194,"end_pos":207},{"ner":"200-500","lemma":"200-500","label":"CARDINAL","start_pos":424,"end_pos":431},{"ner":"2005","lemma":"2005","label":"DATE","start_pos":464,"end_pos":468},{"ner":"Узнать","lemma":"Узнать","label":"PRODUCT","start_pos":486,"end_pos":492},{"ner":"Financial Accountant","lemma":"Financial Accountant","label":"ORG","start_pos":580,"end_pos":600},{"ner":"00-50","lemma":"00-50","label":"DATE","start_pos":425,"end_pos":430},{"ner":"2","lemma":"2","label":"NUM","start_pos":161,"end_pos":162},{"ner":"500","lemma":"500","label":"NUM","start_pos":428,"end_pos":431}] | NEUTRAL | other | NOT SPAM | 105 | 0 | 9 | 0.840491 | 0.159509 | 0 | 5 | 10 | 0 | 4 | 29 | 5 | 29 | true |
107 | null | Senior/Lead C# developer
#удаленка #офис #senior
Компания
: Контур
Основные технологии
Бэкенд: C# (.NET Core,.NET 5,
ASP.NET
MVC / Web API).
Хранилища: MS SQL, PostgreSQL, Cassandra, MongoDB.
Технологии зависят от конкретной команды разработки
.
☑️
Что предстоит делать в любой из наших команд
-работать с распределенными высоконагруженными системами: у нас более двух миллионов клиентов, которые пользуются сервисами Контура ежедневно;
-разбираться в написанном коде, проводить код-ревью;
-писать понятный код, тестировать его и делать автотесты;
-аргументировать свою точку зрения, учитывать мнение коллег.
-Более подробно о задачах расскажет HR-менеджер, который свяжется с вами после отклика.
☑️
Условия работы
-100% белая зарплата и все по трудовому кодексу. Плюс дополнительный отпуск от компании для важных семейных событий и помощь в сложные времена.
-Гибкий график: нам важны результаты, а не работа с 9 до 18.
-Внутренняя мобильность: можно перемещаться между командами, решать разные задачи с помощью разных технологий — так вы сможете наращивать инженерный контекст с минимумом сложностей в адаптации.
-Большое комьюнити единомышленников: сейчас у нас более 500 C#-разработчиков, которые регулярно организуют митапы, хакатоны и конференции.
-Наставник на период адаптации, индивидуальный план развития и удобный инструмент для отслеживания своего роста в грейде.
-Прозрачный карьерный рост: 1-2 раза в год проходит ревью по матрице компетенций и пересмотр дохода.
Контакты
:
https://kontur.ru/career/vacancies/5143
⬇️
Другие каналы IT-вакансий:
@best_itjob
@it_rab | https://t.me/devs_it/3813?embed=1&mode=tme | https://t.me/ | https://t.me/s/devs_it | 365 | 0 | 1,734,670,813 | 1,734,688,963 | 102,249 | 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107 | null | Стажёр Backend Developer
#стажировка #гибрид #удаленка
Компания:
VK
🔸
О команде:
Мы развиваем видеосервис ВКонтакте. Витрина с разными категориями, высоконагруженные трансляции, аналитика и миллионы пользователей — это всё про нас. Ищем коллегу, готового улучшать наш продукт и интегрировать видеотехнологии в смежные сервисы ВКонтакте.
🔸
Предстоящие задачи:
- Развитие продуктовой и технической части видеосервисов и системы аналитики для них.
- Развитие API-сервиса видео.
- Интеграция технологий работы с видео в существующую инфраструктуру.
- Улучшение платформы видео с нагрузкой в миллиард ежедневных просмотров.
- Работа над платформой трансляций, которая выдерживает трафик до 3 Тбит/сек и 1,8 миллиона онлайн-просмотров.
🔸
Необходимо иметь:
- Опыт работы с классическими алгоритмами и структурами данных.
- Понимание настоящего highload и готовность драться за каждую миллисекунду.
- Умение работать с масштабируемыми нагруженными системами — тебе знакомы слова «балансировка», «шардирование» и «репликация».
- Понимание чужого кода.
- Умение общаться и договариваться с коллегами из своей и других команд.
🔸
Будет преимуществом:
- Знание PHP или Go.
🔸
Условия:
Можно работать очно из офисов VK в Санкт-Петербурге, Москве, Казани, Сочи, Нижнем Новгороде, Томске, Перми или Минске. У нас комфортные пространства со всем необходимым для работы и отдыха. Для жителей других городов есть возможность пройти стажировку удалённо.
Откликнуться
-
https://bit.ly/4gndm4y
⬇️
Другие каналы IT-вакансий:
@best_itjob
@it_rab | https://t.me/devs_it/3814?embed=1&mode=tme | https://t.me/ | https://t.me/s/devs_it | 54 | 0 | 1,734,688,817 | 1,734,688,963 | 102,249 | 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107 | null | Vacancy: SMM-менеджер
Company: Aston
Job type: office, office, fulltime
City: Minsk, Belarus
English: Intermediate
Experience: 3
Vacancy url:
https://hh.kz/vacancy/103899466?query=designer&hhtmFrom=vacancy_search_list
SMM-менеджер
Мы – аутсорсинговая IT-компания Aston, разрабатываем программное обеспечение на заказ и оказываем услуги IT-аутсорсинга предприятиям, организациям и стартапам. Приоритетные направления – финансовые технологии, телеком, ритейл, недвижимость и другие. Среди наших клиентов – компании Тинькофф, Х5 Retail roup, Банки. ру, ВТБ Банк, Альфа Банк, Цифра и другие.
Ищем SMM-менеджера в нашу команду.
Чем предстоит заниматься?
- участие в разработке и реализации комплексной стратегии управления репутацией и продвижением компании в соцсетях;
- регулярная подготовка и согласование контент-плана;
- создание и размещение контента в соцсетях - Facebook, Instagram, Linkedin;
- ведение рекламных кампаний в сети и оценка их эффективности;
- проведение акций и розыгрышей в соцсетях;
- проведение рекламных интеграций с блогерами;
- подготовка графических материалов, тестовых заданий для дизайнеров;
- взаимодействие с контент-мейкерами (создание базы контент-мейкеров в разных локациях).
Чего мы ждем от специалиста?
- наличие успешных SMM-кейсов;
- опыт ведения и развития корпоративных групп от 1 года;
- стратегическое мышление, способность видеть перспективу, мыслить в разрезе 1-3 лет;
- способность генерировать свежие и смелые идеи;
- опыт составления брифов, отчетных презентаций;
- грамотная устная и письменная речь;
- стрессоустойчивость, увлеченность, чувство юмора, наличие внутреннего контроля, внимательность, готовность отвечать за результат;
- самостоятельность, способность работать по медиаплану;
- навыки работы в фото и видео-редакторах;
- наличие портфолио и проектов, демонстрирующие опыт работы;
- английский – Intermediate и выше.
Что мы предлагаем:
Хорошая зарплата
- размер зарплаты обсуждаем отдельно с каждым кандидатом;
- доплачиваем за менторство, ведение обучающих курсов, ревью проектов и участие в других профактивностях компании.
Развитие в профессии
- интересные и перспективные проекты;
- возможность выбирать или менять проект и пробовать себя в новых направлениях;
- прозрачная система Performance Review;
- ментор на все время работы в компании.
Комфорт и свобода
- возможность выбирать формат работы: из дома, из офиса или гибридный;
- комфортные офисы в городах-центрах разработки: Минск, Полоцк, Витебск, Гомель;
- поэтапная система адаптации новых сотрудников.
Обучение
- корпоративный портал с материалами для изучения любого нового стека и повышения уровня по своей специальности и не только;
- участие в технических митапах и конференциях в качестве гостя и спикера.
Социальный пакет
- оформление по ТК РФ;
- медицинская страховка (+стоматология);
- частичная компенсация спортивных абонементов;
- компенсация расходов на оплату коворкинга;
- 3 sick-days в год;
- оплачиваемый бенч;
- оплачиваемый отпуск 28 дней в году;
- оплачиваемые больничные.
Корпоративная жизнь
- корпоративы и тимбилдинги;
- детские праздники и мастер-классы с подарками и сладостями для семей сотрудников.
Присоединяйтесь к нашей команде!
----
В этом канале выводятся все собранные вакансии (агрегатор), для вашего удобства мы рекомендуем подписаться на наиболее подходящие для вас каналы (ссылки подобраны в каждом из сообщений):
Канал с вакансиями для Junior IT специалистов | https://t.me/it_jobs_agregator/287455?embed=1&mode=tme | https://t.me/ | https://t.me/s/it_jobs_agregator | 751 | 0 | 1,721,047,124 | 1,734,688,963 | 102,187 | 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Description in English:
The dataset is collected from Russian-language Telegram channels with information about various IT vacancies for ML, Data Science, Front-end, Back-end development,
The dataset was collected and tagged automatically using the data collection and tagging service Scoutie.
Try Scoutie and collect the same or another dataset using link for FREE.
Dataset fields:
taskId - task identifier in the Scouti service.
text - main text.
url - link to the publication.
sourceLink - link to Telegram.
subSourceLink - link to the channel.
views - text views.
likes - for this dataset, an empty field (meaning the number of emotions).
createTime - publication date in unix time format.
createTime - publication collection date in unix time format.
clusterId - cluster id.
vector - text embedding (its vector representation).
ners - array of identified named entities, where lemma is a lemmatized representation of a word, and label is the name of a tag, start_pos is the starting position of an entity in the text, end_pos is the ending position of an entity in the text.
sentiment - emotional coloring of the text: POSITIVE, NEGATIVE, NEUTRAL.
language - text language RUS, ENG.
spam - text classification as advertising or not NOT_SPAM - no advertising, otherwise SPAM - the text is marked as advertising.
length - number of tokens in the text (words).
markedUp - means that the text is marked or not within the framework of the Skauti service, takes the value true or false.
Описание на русском языке:
Датасет собран из русскоязычных Telegram каналов с информацией о различных IT вакансиях для ML, Data Science, Front-end, Back-end разработке,
Датасет был собран и размечен автоматически с помощью сервиса сбора и разметки данных Скаути.
Попробуй Скаути и собери такой же или другой датасет по ссылке БЕСПЛАТНО.
Поля датасета:
taskId - идентификатор задачи в сервисе Скаути.
text - основной текст.
url - ссылка на публикацию.
sourceLink - ссылка на Telegram.
subSourceLink - ссылка на канал.
views - просмотры текста.
likes - для данного датасета пустое поле (означающее количество эмоций).
createTime - дата публикации в формате unix time.
createTime - дата сбора публикации в формате unix time.
clusterId - id кластера.
vector - embedding текста (его векторное представление).
ners - массив выявленных именованных сущностей, где lemma - лемматизированное представление слова, а label это название тега, start_pos - начальная позиция сущности в тексте, end_pos - конечная позиция сущности в тексте.
sentiment - эмоциональный окрас текста: POSITIVE, NEGATIVE, NEUTRAL.
language - язык текста RUS, ENG.
spam - классификация текста, как рекламный или нет NOT_SPAM - нет рекламы, иначе SPAM - текст помечен, как рекламный.
length - количество токенов в тексте (слов).
markedUp - означает, что текст размечен или нет в рамках сервиса Скаути принимает значение true или false.
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