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You can post your CV here, if you are looking for a job in natural language processing – or a vacancy, if you are looking for such people. (if it is not NLP, consider @non_nlp_jobs) Please read the pinned messages.
#job NLP тимлид в Самокат, Москва/Питер/удалёнка
Позиция: Team Lead в группу NLP
Локация: Москва , Санкт-Петербург, гибрид или полная удаленка. 🌴
Вилка Gross: 350-400 — год опыта Team Lead,
400-500 — год опыта Team Lead и релевантный опыт в ML
Меня зовут Алексей Когай, я руковожу отделом Data Science в направлении Маркетплейс. В экосистеме Самоката я строю платформу электронной коммерции. Мы активно растём, и сейчас к нам в команду я ищу Team Lead в группу NLP. На данный момент в продакшене находится ряд алгоритмов, часть в активной разработке. Налажены основные процессы.
Направления, которыми занимается группа NLP:
- поиск на сайте (ранжирование, подсказки, исправление опечаток, парсинг запросов и так далее);
- SEO-оптимизация (формирование Title, description выдачи нашего сайта в поисковых системах);
- задачи по UGC контенту (отзывы, модерация ответов на вопросы пользователей и так далее);
- различные NLP-задачи связанные с контентом на сайте.
Что ожидаем от кандидата:
- опыт работы с NLP от года;
- опыт работы лидом команды ML.
Наш стек:
Пишем на Python, используем стандартный стек библиотек для NLP и бустинги для ранкинга, используем PyTorch для сеток, а для обработки больших данных пользуемся PySpark.
Если всё это про вас — то присылайте резюме на почту: akogay@samokat.ru
Вопросы кидайте в личку @akogay
#candidate
I am looking for middle data scientist full-time position in NLP or CV. Both remote and onsite work in Europe or Israel is acceptable.
After obtaining PhD in condensed matter physics I transitioned into the field of data science and machine learning, where I have gained experience working with a variety of computer vision and language-vision deep models, as well as classic machine learning techniques such as gradient boosting. Specifically I fine-tuned and deployed classification models for fake-face detection as well as object detection networks like yolov7. I have also built image‐text retrieval engine based on vision‐language deep models (Blip, Clip).
Please see more details in the CV! Or directly write to @ilya354
#job Immigram ищет ML-инженера, умеющего работать с GPT, на удалённую контрактную работу.
Читать полностью…
#job Lead Data Scientist for a conversational AI startup in Cyprus, eur 8000-12000 per month, office/hybrid
Vacancy: Lead Data Scientist
Company: AI Fuel, a new tech start-up in a field of ai and voice assistants.
HQ: Cyprus, Limassol
Format: Office/Hybrid
Salary range: 8 000 - 12 000 Eur Net/Monthly
Benefits: Participation in LTIP and Bonus program for employess.
Support with relocation to Cyprus.
At the moment, we are looking for a Lead Data Scientist to join our team and help us to make a unique independent assistant with an emphasis on personalization.
In the process of creating a virtual assistant, we solve a very wide range of tasks in any practical area of machine learning: starting from an infinite range of NLP tasks (NER, sentiment analysis, intent classification), ending with CV for different visual tasks like face or wish list recognition. We have a lot of tasks to solve that's why we need your experience and desire to create the best product!
Responsibilities:
- Develop the strategy for Data Science within the company;
- Create and/or finetune NLU models for voice assistant
- Lead and mentor a team of Data Scientists;
- Constantly improve any data science processes inside the team (models, architectures, data sources).
Requirements:
- 5+ years of industrial background in NLP;
- Strong understanding of business needs and ability to "translate" them into the language of data and models;
- Experience with large language models (including transformers) training and finetuning;
- Experience in named entities recognition, facts extraction, and other voice assistance-related NLU tasks is an advantage;
- Experience in search engines and recommendation systems is desired;
What we offer:
- Full relocation package for you and your family, including health insurance and an economy flight out of your current location to Cyprus;
- A local apartment for 14 days upon arrival in Limassol;
- A brand-new car for leasing from the company;
- English language courses, so we are all on the same page;
If you are interested, please, feel free to text Olga via telegram /channel/svyatkina_oe
#candidate Опытный сисадмин хочет перейти в NLP
1) Пожелания к работе:
- Джун/Стажёр DS (Предпочтительно NLP)
- Полный день
- Предпочтительней удалёнка
- Релокация обсуждается
2) О себе:
У меня довольно большой опыт в ИТ. Есть понимание внутренних процессов в этой сфере, умею самостоятельно собирать необходимую информацию и доводить дела до конца. По работе часто контактировал с коллегами из других отделов, чтобы составить ясную картину, что нужно бизнесу в той или иной ситуации; изучал актуальное состояние технологий в предметных областях и предлагал улучшения продукта.
Есть завершённые курсы и пет-проекты по машинному обучению. Хочу развиваться именно в data science.
Пишите @bogomolus
⚡️Вакансия, Junior Researcher, Speech, ML от Силеро
📌 Заниматься надо будет в первую очередь синтезом речи
🗜Краткая выжимка
Вилка 50-100к рублей
Junior Researcher, Speech, ML
Удаленка по ssh, встречаемся 1 раз в неделю (Москва)
Микро-сорев => скрининг => смотрим код => встреча с командой
📎 Все подробности по ссылке
How to post your CV in this channel.
If you are looking for a regular job, for an internship, or for temporary projects in NLP, you can send your CV to this channel.
In additional to the CV, please describe briefly:
1) The job you want:
- the positions that you are looking for;
- optionally, the domains or industries in which you specialize;
- the type of job (e.g. full time, part time, internship, freelance projects, etc.);
- whether you look for remote and/or onsite work;
- the countries and cities that you consider.
2) Who are you:
- your current/previous jobs or projects, your education and other relevant experience;
- your skills that are relevant to the jobs you want;
- salary expectations, if you have any;
- any other expectations or preferences that you want to express.
You can write in English, if you consider multiple regions, or in a regional language (such as Russian), if you are focused on one region, – whatever you prefer.
Please send the CV (a file or a link to any website, e.g. LinkedIn) and the text either here in comments, or directly to @cointegrated.
Good luck in finding the job of your dream 😊!
P.S. If you have any questions or suggestions, please don't hesitate to write to the comments or to @cointegrated as well.
#job
tldr: NLP Engineer project-based, $3000-$4500 per month, remote
Description:
We're looking for an NLP Engineer to improve a generative GPT-based model for a UK-based b2c startup. You will have to finetune models, conduct experiments and optimize models for production usage.
Skills:
- Previous work experience with GPT
- Solid Python skills
- Experience with HF Transformers
- Writing production-ready code (tests, optimizations, etc.)
Would be considered as an advantage:
- Experience with models optimization for production
- Docker, FastAPI
Salary:
$3000-$4500 (project-based)
Contact: Please send your CV to @whiteRa2bit
#job Senior DS in an HR tech startup, UK/Portugal/remote
Senior Data Scientist
Company: PitchMe
Format: permanent, full-time, remote
Salary: $4500-6000/month
Description: PitchMe is looking for a data scientist who will combine software engineering skills with a strong understanding of data-driven problem-solving to join our team which is driving innovation in hiring. This job is all about coming to grips with the ways to convert big data into measured and validated professional and personal skills. We’re looking for people who have the technical skills and an interest in solving problems like what are the best ways to extract professional skills from GitHub; how to calculate leadership skills based on social media presence; or how to process 12.000.000 job postings and load them into Elasticsearch effectively.
About PitchMe:
PitchMe is a London-based HR Tech startup building b2b solutions focused on reengineering the recruitment life cycle and solving the biggest challenges in talent acquisition. Our product applies a data-driven approach to candidate profiling to build the most complete, real-time and dynamic profile of each candidate. We use hundreds of data points to build a true reflection of each person’s experience and enrich clients' candidate databases with up-to-date employment and education history, skills and experience in a matter of seconds. Our mission is to give recruiters the data they need so that they can make the right hires at the perfect time.
Responsibilities:
- Take ownership of the process and work directly to the head of R&D and CTO
- Be responsible for the skills map creation and building the taxonomy of skills
- Implement and optimize existing methodology of big data conversion into measured and validated skills
- Choose applicable tech stack
- Constantly look for new data sources applicable for data extraction for skills assessment purposes
- Plus: transition into machine learning workflow, implement best practices for retraining models as well as monitoring the performance of models in production (MLops)
- Deployment of ML models in production environment
- Collaborate with engineering and product development teams to create requirements for the deployment of new machine learning models
About you:
- 3+ years experience in a professional setting
- Experience with NLP problems: NER, sentence embeddings, unsupervised learning, SOTA models
- Proficiency with Python and machine learning frameworks
- Experience with lean/agile development and test-driven development practices preferred
- AWS ecosystem for ML
- Experience with deployment and building APIs
- Experience with OCR, CV models and techniques
What we offer:
- Competitive salary + stock options
- Work in a remote-friendly environment with a flexible schedule
- Relocation opportunity (Portugal or UK)
- Geo-distributed team of experienced professionals and a collaborative work environment where employees are respected, supported and engaged
- Career development opportunities, including on-the-job training, attendance at international conferences and meetups, and networking
If you are interested, please, feel free to text Anastasia via telegram @anastasiapavlov
ML Engineer в Immigram
📍Remote
💎Опыт разработки ПО на основе генеративных моделей, таких как GPT-3
🚀Фаундер – Анастасия Миролюбова, ранее проджект в Всемирном банке, выпускница UCL
Immigram – платформа, которая помогает ИТ-специалистам, предпринимателям и бизнесам переехать в Великобританию и другие страны.
Размер команды – 51-100 | Инвестиции – $0.46M
Узнать детали и отклинуться: тут
Другие вакансии в стартапе:
– Sales Manager
– Senior Product Designer
и еще много других!
#ml #immigram
#job (closed position) Part-time data annotator, remote. Seems to be a nice way to start in NLP without technical skills.
Vacancy: Junior Data Labeller
Company: Compsolutions, Intelligent Data Solutions
Format: Full-remote, Part-time.
Salary range: 400-600$ for half-time employment with completely flexible working hours (~4$ / hour)
The Junior Data Labeller will be focused on annotating NLP datasets and delivering high quality results by following a variety of instructions.
Responsibilities:
• Label machine learning NLP data
• Complete tasks in a timely manner
• Provide feedback to respective teams on product improvement
Requirements:
• B2 or higher level of English
• Experience with using technology and inputting data
• Analytical mindset
• Accuracy, attentiveness, precision
About us:
Compsolutions (a spin-off of daxtra.com) - leading provider in Intelligent Data Solutions. We automate the entire employment application process, helping recruitment companies quickly source the best available job seekers.
What we do:
* turn vacancies and resumes into structured searchable database
* match vacancies and relevant candidates
* auto-fill vacancy descriptions with additional skillsIf you are interested, please, feel free to text Maiia via telegram @maiia_bv or send your CV to m.bocharova@compsolutions.gg
Thank you! The position is closed.
#job tldr: NLP Engineer (Middle / Senior) в Сбер. Москва, удаленки нет. 170-350 net + годовая премия (2-4 оклада).
Задачи команды:
— Разработка моделей мультиязычного перевода (про RL в SberTranslator рассказывали на AIJ2022)
— Распознавание и генерация речи
— Обучение моделей с использованием RL, Active Learning
— Мультимодальные сервисы и продукты (например, анализ выступления спикера с рекомендациями)
— Разработка моделей контролируемой генерации текста (CTG / Text Style Transfer / Summarization)
— Разработка моделей для извлечения сущностей из текстов / сканов / фото
Что требуется:
— Python, PyTorch, Docker, Transformers
— Ведение проектов End2End (от общения с заказчиком до подготовки модели ко внедрению)
— Понимание методов оптимизации и ускорения моделей для прода (прунинг, квантование, onnx)
— Способность оценить качество созданной модели, понимание плюсов/минусов той или иной метрики для конкретной задачи.
Будет плюсом:
— Обучение моделей NLP через RL
— Опыт работы со звуком / речью (Nemo, Vosk, HF)
Контакты: @olgaduchovny
Команда NLP Jobs предупреждает, что работа на территории Российской Федерации и/или в организациях, связанных с российским государством, может иметь негативные последствия для вашей свободы и вашей совести.
Hello everyone!
Some random facts:
- Initially, by mistake, we had prohibited reposting or copying anything from this channel, but now you can do it.
- If you want to post your CV or job here and need help in formulating the text, you can write directly to @cointegrated.
- If you know other channels or other media with NLP jobs or resumes, please suggest in the comments.
- In this channel (as in many others), you can use 47 various emoji reactions, so please be creative!
Have a nice weekend! 🖖
How to suggest vacancies in this channel.
If you are looking for employees, interns, temporal contractors/freelancers, or co-founders of your startup, you can send the description of your job to this channel.
Please include:
1) Some information about you or the company or institution that you represent (at least its region, type and sector).
2) The type of the job:
- its specialization (e.g. engineer / analyst / research scientist / linguist / general NLP specialist) and level (e.g. intern / senior / team lead).
- the project and/or tasks relevant to this job;
- the skills and experience that are necessary or desirable for the job.
3) The conditions that you offer:
- Employment details: permanent or temporary, onsite or remote, full-time or part-time, etc.;
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4) How to contact you.
Please send the suggested text of the post either here in comments, or directly to @cointegrated.
#job
tldr: нужны NLP-инженеры на неполную занятость, удалённо, наниматель – физлицо, зарплата – как договоритесь.
Нужны "толковые ребята", то есть достаточно экспертные и самостоятельные.
Далее со слов автора:
Суть задачи
Есть предобученная DS модель (трансформер).
Созданная с целью преобразовывать текстовые данные (DS NLP)
Исполняется на арендуемом вычислительном облаке (наподобие Google Colab (gpu)).
Для запуска модели применяется написанное под нее API, которое последовательно запускает операции (обработка, дообучение, обработка, сохранение).
Суть вопроса: модель написана не оптимальным образом. Нужно найти в ней ошибки, которые приводят к непостоянному результату.
Также нужна оптимизация производительности модели. Возможно сократить обсчет каких-то из параметров для производительности.
Условия
1) Наниматель физическое лицо,география развёртывания проекта на территории всей СНГ.
2) Работа будет на постоянной основе,где нужно будет постоянно дорабатывать и дообучать искусственный интеллект, логика его выполнения уже продумана,придумывать специалисту самому что-то не надо. Но всегда приветствуется, если человек проявляет интерес к проекту и выдаёт свои идеи по реализации и доработки проекта.
Объем работы неизвестен,но проект сделан на 60%, осталось доделать 40% в нейронной сети.
3) сумма обговаривается индивидуально, за определённый объем работы или почасово.
Со всеми работал по разному. За кодером всегда оставляем выбор быть частью проекта или же как работник в рамках ЗП чтобы работал.
Требования
Толковые ребята – это по своему жизненном бекграунду скажу, что ответственные, не нужно пинать чтобы работали, качественно и на совесть выполнять свою работу, не накидать костылей (и так сойдет).
Коммуникабельность со всеми участниками проекта,без этого никуда.
Желание работать в команде и идти к чему-то большему.
Контакт: @artstyle032
This channel is going to present jobs (full time, part time, internships, one-time work, etc) in natural language processing, and résumés of people who are looking for such jobs.
The rules of the channel will be developed later. Right now, if you want to suggest a job or a person, please send the suggested text of the post directly to @cointegrated. Later we are going to automate this.
More details:
- How to suggest your CV, if you are looking for a job.
- How to suggest a vacancy, if you are looking for people.
The main language of the channel is English, but you can suggest posts in other languages, if you are targeting jobs or people in specific regions or in specific languages.
A large proportion of subscribers speak Russian, but are located all over the world.
Some posts can be found by tags: #job and #candidate.
When posting suggested texts, the channel administration retains the right to add their own summaries, comments and opinions.
If you have any questions, please ask in the comments.