ML/DS Jobs/projects.kz

Системный аналитик Банк РБК 750.000 to 1.500.000 тенге Алматы / Office Казахстанский розничный банк, один из крупных банков Казахстана Responsibilities: • взаимодействие c бизнес-заказчиками, аналитиками, проработка бизнес-требований в рамках продукта/платформы/цифрового решения/бизнес-процесса • определение любых технических ограничений/проблем • оценка вместе с техлидами и архитекторами способов реализации в рамках разработки продукта/платформы/цифрового решения • осуществлять подготовку и передачу продукта в эксплуатацию • выполнять анализ требований к доработке онлайн-систем и приложений подготовленных инициатором • разрабатывать техническую документацию по задаче Requirements: • опыт в построении различного уровня оптимизированных, высоконагруженных интеграционных сервисов, универсальных моделей и интеграционных систем • знание принципов и технологий конструирования программного обеспечения и структуры систем программного обеспечения и информационных систем • стаж работы на аналогичной позиции не менее 2 лет • знание одной или нескольких специализированных нотаций (UML, BPMN, EPC, IDEF и т.п.) • опыт написания SQL-запросов на уровне запросов SELECT • понимание технологий REST, SOAP, XML, XSD • работа с учетом специфической предметной области бизнес-процессов/цифрового решения/платформы и в соответствии со стандартными решениями и имеющимися бизнес-процессами Contacts: 📧 [email protected]

Senior ML Engineer Профи 300.000 to 400.000 RUB NET Москва / Remote Our team has developed and maintains several ML ranking and regression models that impact the company's overall performance. We not only collect datasets and train models, but also formulate features, deploy them, and design scenarios with algorithm predictions. We set up data pipelines, monitor model stability and quality Responsibilities: • Help develop one of the company's ML tracks or take full ownership • Improve the efficiency of order ranking for specialists • Enhance candidate selection for orders • Develop features and algorithms for matching specialists and orders • Assist other product teams in solving problems with ML • Improve data infrastructure and model deployment • Conduct A/B testing of algorithms • Collaborate in discussions and analysis of results Requirements: • 3+ years of industrial Python development experience • Computer Science fundamentals: data structures, basic algorithms, computational complexity • Understanding of ML principles and algorithms • Experience in designing ML-based services • Strong mathematical background: statistics, probability theory, calculus, matrix operations • Apache Spark • MySQL • Elastic Search • ClickHouse • PHP • TypeScript • Scala Contacts: 📱 @hrprofiru

Senior ML Research Engineer Chronosynclastic 6.000 to 8.000 USD per month Dubai / Remote Chronosynclastic is involved in algorithmic trading in different markets. We have working models that need to be improved and scaled. We have a pool of private investors whose money we manage. The team is small, and we have challenging and interesting tasks. We are currently expanding and planning to attract a passionate ML research engineer Responsibilities: • Analyze data and graphs, conduct experiments • Brainstorm and validate hypotheses that impact the performance of trading algorithms • Implement successful hypotheses into product code • Develop a pipeline for model validation • Optimize existing trading algorithm and create new ones Requirements: • Proficient in Python and experience with Python ML frameworks • Strong algorithmic background and experience solving architectural problems • Good understanding of ML algorithms and experience applying them to real-world problems • Ability to independently design and conduct ML/statistical experiments and draw conclusions • Knowledge of C++ (strong advantage, but not mandatory) • Experience with Linux and git Optional: • Experience with time series • Familiarity with docker, CI/CD, Grafana • Ability to work with threads in Python • Succeeded in Kaggle and other competitions Contacts: 📱 https://t.me/dlbird

ML Engineer (Speech) Galamat 1.000.000 to 1.200.000 KZT Алматы / Remote Мы команда в области речевой аналитики Galamat AI. Занимаемся задачами распознавания/синтеза речи (multilingual asr), биометрия, kws, NLU, VAD, Dialogue Systems, Text & Speech Analytics Requirements: • хорошее знание современного аудио домена\желание хорошо в нем разобраться • знание современного ML/DL стека: pytorch (можно другие), onnx, librosa/torchaudio, git, unix, netron • опыт обучения DL моделей, логирования экспериментов • умение писать чистый, понятный, корректный код • опыт работы с моделями в продакшне, опыт оптимизации DL моделей • опыт написания и поддержки продакшн кода на python • опыт использования docker • оптимизация для работы на конечных устройствах • tflite, onnx, onnxruntime, netron • логирование экспериментов в tensorboard/wandb/mlflow аналогах • onnx/tf-light/TRT – экспорт нейросетей в формат, манипуляции с графами, редактирование готовых алгоритмов • распределенное обучение на локальных и облачных кластерах Contacts: 📧 [email protected] 📱 @laura_sakypbek

Research Engineer GOAT.Al 4.000 to 5.000 USD NET per month Almaty Office GOAT.Al is a research lab on Human <> AI interactions. The team behind the popular app GoatChat.Al. We are working on solving the problems of large language models, including hallucination, mode collapse, and context length limitations. Responsibilities: • Conduct cutting-edge research on large language models • Write and publish academic papers describing new research Requirements: • Broad knowledge of academic research in the field of deep learning, with a focus on the latest trends and papers • Experience with PyTorch and related frameworks like DeepSpeed and HuggingFace • Knowledge of state-of-the-art training techniques, including mixed-precision training • Proficiency in MLOps and experience with distributed training Optional skills: Experience with natural language processing (NLP) or reinforcement learning (RL) is preferred, but not required. Contacts: 📧 [email protected]

Applied Scientist Wheely 5.000 to 7.000 EUR NET per month Nicosia, Cyprus or London, UK / Office / Support Relocation Wheely is a global luxury services tech company that combines highly-trained chauffeurs, fine in-car experiences, and instant journey availability via a well-designed app Responsibilities: • Define metrics • Produce insights & predictive models • Introduce practices from empirical science as needed to achieve future ambitions Requirements: • Experience in a 2-sided marketplace • Solid experience in DS/ML • Proficiency in Python and SQL • Solid programming skills • Quantitative background or education • Deep knowledge of mathematics and statistics • Fluent in written and spoken English Optional: • Previous experience at a ride-hailing company Contacts: 📧 [email protected]

CV-researcher/CV-engineer DreamPics 250.000 to 350.000 RUB per month Remote We are a startup based on modern diffusion neural networks and our training method DreamBooth. Our product allows users to get cool avatars with their own faces in a short time by uploading a few selfies. Currently, we are expanding our product line and testing new product hypotheses. This is a project-based vacancy (with a possibility for further long-term employment). Responsibilities: • Validation of new product hypotheses based on generative networks (images, videos, text) Requirements: • Experience in computer vision for at least 3 years • Strong knowledge of machine learning, especially deep learning • Python and its dl-stack - pytorch/tensorflow • Familiarity with generative models in CV and diffusion models • High self-reliance and ownership Optional: • Experience with generative models for images and videos • Experience with clouds, preferably AWS • Ability to conduct independent research with state-of-the-art papers Contacts: 📱 @aleksei_blacky

Data Analyst (Product Marketing) Sweatcoin 4.000 to 5.000 EUR per month Remote Sweatcoin is a step counting and activity tracking app which rewards your daily steps with a new-generation currency you can spend on cool products or donate to charity Responsibilities: • Work closely with marketing and CRM team to support and optimize communication campaign decisions (e.g. push notifications, emails) • Collaborate cross-functionally with different teams (e.g., engineers, product managers, designers, executives) • Combine data engineering, statistical analysis and data visualization skills to generate insights and find opportunities for product development • Identify relevant metrics, develop and communicate a thorough understanding of the factors that move these metrics • Design, conduct and analyze A/B tests with the recommendations Requirements: • Advanced SQL (window functions, subqueries) • Python (pandas, numpy, sklearn) • Ability to write production-ready code (docker, git, airflow) • Knowledge and experience of statistical methods • ML experience Contacts: 📱 @tomiris

Senior BI Аналитик Data Driven Solutions 500.000 - 700.000 KZT Астана / Remote, Part-time Data Driven Solutions помогает бизнесу повышать эффективность. Мы строим для компаний комплексные аналитические/BI системы с упором на финансы, маркетинг, управленческую аналитику Responsibilities: • Коммуникация с внешними заказчиками: интервьюирование, презентация продукта • Работа с требованиями, структурирование, составление ТЗ • Подготовка и обработка данных • Дизайн и визуализация данных • Проектирование компактных моделей данных для отчетов и создание витрин в SQL (или постановка ТЗ на витрины) • Макетирование и разработка отчетов в BI системах (Power BI / Qlik / Tableau). Мы ценим аккуратные и удобные отчеты • Создание документации к отчетам • Взаимодействие в команде с аналитиками и дата-инженерами Requirements: • Опыт на позиции Senior BI Analyst • Знание SQL Optional: • Знание DAX (язык формул и запросов в продвинутом Excel и Power BI) • Опыт работы с Big Query, R, Python • Знание статистики и финансов Contacts: • 📱 @mukhammed_khaidar @yassinsy

Deep Learning Engineer (Speech/TTS) Rask AI 5.000-7.000 USD Remote or relocation (Tbilisi, with the possibility of relocation to Spain) Rask AI is a one-stop-shop tool for content creators and companies who want to localize their videos using AI. The company already has more than 100,000+ users translating their videos into 120 languages. Role and Responsibilities: - Designing and implementing state-of-the-art zero-shot text-to-speech models - Research and implement appropriate ML algorithms and tools and replicate the results from recent ML conference papers Expectations: -Proven experience as a Machine Learning Engineer or similar role (3+ years) -Strong prototyping skills: ability to work in fast iterations and create solutions based on open-source code - Strong model implementation, training, and debugging skills in PyTorch - Strong expertise in Text-To-Speech (TTS) and Voice Conversion algorithms - Experience with Pytorch[-Lightning] and Hydra for experiments - Experience with ClearML - Deep knowledge of the latest state-of-the-art research, techniques, and innovations in machine learning, with the confidence to implement papers from scratch Nice to have: - Publications at top ML conferences Strong results in ML competitions (e.g., gold/silver medals on Kaggle) - Experience with distributed computing - Experience in deep learning model deployment and optimization - Experience in collecting and processing big amounts of data and creating large datasets Contacts: [email protected], [email protected] or @@enotdima

Data Engineer ТОО Datanomix pro 700 - 900K KZT офис, Аcтана Компания занимается консалтингом, и внедрением BI систем. Обязанности: - Разработка и реализация методов, стандартов и процедур интеграции данных, обеспечивающих связь и согласованность данных между различными системами и источниками данных. Работа с базами данных, файловыми системами и другими источниками данных. - Создание и поддержка структуры баз данных, таблиц, индексов и других объектов, необходимых для эффективного хранения и доступа к данным. Оптимизация производительности запросов и обработки данных в хранилище. - Организация мониторинга качества данных, выявление и устранение ошибок и несоответствий. Внедрение и поддержка механизмов контроля целостности данных, а также мер по обеспечению безопасности данных. - Определение и разработка архитектуры, инструментов и процессов, необходимых для интеграции и обработки данных в хранилище. Создание и оптимизация ETL-процессов для загрузки, преобразования и переноса данных из различных источников в хранилище. Требования: - Опыт работы не менее 2-3 лет в области данных и интеграции, с акцентом на работу с хранилищами данных. - Владение Python, Java и опыт оптимизации ETL-процессов и обработки данных. - Знание и опыт работы с ETL-инструментами (например, Apache Airflow, Pentaho) и системами управления версиями (например, Git). - Знание SQL и опыт работы с ClickHouse или другими колоночными базами данных. - Знание принципов и концепций хранилищ данных, включая методологии проектирования, моделирование данных и оптимизацию запросов. - Высшее образование в области информационных технологий, компьютерных наук, инженерии или смежной дисциплине. Контакты: @@mikhail_sirik, [email protected]

Middle++/Senior ML engineer (Speech) ИТ холдинг Galamat 1-1.2 млн KZT Офис, Алматы Команда в области речевой аналитики Galamat AI занимается задачами распознавания/синтеза речи (multilingual asr), биометрия, kws, NLU, VAD, Dialogue Systems, Text & Speech Analytics. Что мы ожидаем: - хорошее знание современного аудио домена\желание хорошо в нем разобраться - знание современного ML/DL стека: pytorch (можно другие), onnx, librosa/torchaudio, git, unix, netron - опыт обучения DL моделей, логирования экспериментов - умение писать чистый, понятный, корректный код - опыт работы с моделями в продакшне, опыт оптимизации DL моделей - опыт написания и поддержки продакшн кода на python - опыт использования docker - плюсом будет оптимизация для работы на конечных устройствах - опыт работы с tflite, onnx, onnxruntime, netron - умение логировать эксперименты в tensorboard/wandb/mlflow аналогах - onnx/tf-light/TRT – экспорт нейросетей в формат, манипуляции с графами, редактирование готовых алгоритмов - опыт в распределенном обучении на локальных и облачных кластерах Контакты: @@laura_sakypbek, [email protected]

ML Compiler and Framework Engineer Fathom Radiant 90K - 180K USD (annually) Remote (but it's important to have 2-3 hours overlap with Pacific Time.) Fathom Radiant is developing processors that combine the benefits of optical and traditional silicon chips. They can be combined into huge, fast computing clusters with low power consumption, allowing for a significant reduction in cloud computing costs for neural network training even now. Expectations: - Ability to optimize, support, and adapt ML frameworks to the required architectures - General expertise in hardware and machine learning - Development of graph compilers, - ML frameworks like PyTorch or TensorFlow, - C++ (ideally 17) and algorithms. Nice to have: - Understanding of distributed systems and experience in coding with CUDA, OpenCL, or OpenMP; - Experience in contributing to compiler-related open-source projects (MLIR, LLVM, IREE, XLA, TVM, etc.) Contact: @@natmartem

Computer Vision Engineer SaluteDevices (SberDevices), RnD CV team 200K-400K RUB with a yearly bonus of 3-6 salaries Remote SberDevices creates consumer devices based on AI and smart speech recognition. Company developed three virtual voice assistants, which are called the Salute family. Tasks: - Real-time gesture recognition and generation of Russian Sign Language. - Matting and segmentation of images/videos for background replacement and beautification tasks. - Generative AI, multimodal architectures, big models. - Training, validation, and implementation of new state-of-the-art models for computer vision tasks. - Optimization of neural networks. Expectations: - Proficient level of Python 3. - Knowledge of bash, git, Docker, dvc, OpenCV, PyTorch. - Excellent understanding of ML and computer vision. - Ability to understand and implement ideas from scientific articles. Nice to Have: - Knowledge of classic computer vision algorithms. - Experience working with large amounts of data. - Experience with publications, conference presentations, and scientific article writing. Contact: @@Julia13Zh

Senior Data Scientist Aiforia 7K-9K EUR Cyprus, Limassol (Office/Hybrid) Aiforia is a new technological start-up in the field of ML and AI. Our products are Smart Devices, Voice Assistants, Ad Hoc Solutions. We aim to create a highly personalized virtual assistant for fintech products and other services. Responsibilities: - Design, train, and implement ML/NLP models of different complexities. - Find and resolve performance bottlenecks in models. - Continually improve data science processes within the team (including models, architectures, and data sources). - Develop processes and tools to monitor and analyze model performance and data accuracy. Requirements: - 5+ years of industry experience in a Senior or Lead Data Scientist role in Voice Assistant/NLP projects. - Experience with transformers and fine-tuning. - Experience in named entities recognition, facts extraction, and other “voice-assistance-related” NLU tasks is a plus. - Experience in search engines and recommendation systems is a plus. - Strong understanding of business needs and ability to "translate" it to the language of models. - Experience with Dialogflow is a plus. Contact: @Svyatkina_oe

Product Analyst MAVS 2.000-3.000 €UR Remote MAVS creates B2C and B2B services in the digital sphere. We are looking for a Product Analyst to join our team for the development of a Streaming/Marketplace project. Responsibilities: - Find "growth points" and "bottlenecks" of the product. - Develop reports and product monitoring metrics. - Independently formulate and test hypotheses are welcomed. - Contact with other departments to solve emerging problems, including the development department and data engineers. - User behavior analysis, segmentation. - Work to reduce user churn and increase Retention Rate. - Increase user "satisfaction". - Identify inefficient product functionality. - Work with ML-AI, and other tools that allow efficient product performance improvement and analysis. Requirements: - Experience in analytical work. - Advanced level in SQL. - Python knowledge. - Ability to conduct cohort analysis of metrics (Retention Rate, LTV, etc.). - Understanding of product metrics, such as LTV, MRR, ARPU, ARPPU, EPC, eCPM, CR, CPC, CPL, CPS, and their interdependence. Will be a plus: - Experience with Clickhouse. - Experience with dbt. - Experience in sales funnel analysis, CJM building. - Work with video content (we mean product analytics, not VDA). Contact: @@visliknn

Computer Vision Engineer Business & Technology Services, Eurasian Resources Group 500-800k KZT Гибрид, г.Астана. Реализуем проекты на предприятиях Евразийской Группы (добыча, металлургия, энергетика, логистика). В отдел разработки промышленного ИИ требуется инженер компьютерного зрения. Задачи: - Разработка и поддержка моделей компьютерного зрения; - Развертывание моделей на продуктивном сервере; - Участие в процессе разметки данных (подготовка данных, написание инструкции для разметчиков и выгрузка результатов работы по разметке); - Генерация синтетических данных в случае необходимости; - Документирование результатов проводимых экспериментов. Требования: - Практический опыт использования основных архитектур в Deep Learning, таких как CNN, LSTM и подобных в задачах Image Classification, Object Detection, Semantic Segmentation, Video Object Tracking - Знание классических алгоритмов и структур данных - Python, OpenCV, PyTorch и/или TensorFlow - Опыт программирования под Linux - CI/CD, Git, Docker Контакты: [email protected]

Team Lead, Product Analytics Ozon 280-400k RUB + bonuses twice a year equal to 1-2 salaries on review Fully remote or office/hybrid (Russia | Kazakhstan | Serbia | Armenia) Ozon is a leading e-commerce platform and one of the largest IT companies in Russia. Company is looking for a leader in the product analytics team for search advertising. The team consists of 4 analysts. The product allows Ozon sellers to promote their products in search, catalog, etc. Responsibilities: - Management of a team of product analysts, planning sprints, grooming, stand-ups, and one-to-one meetings - Implementation of the backlog and analytical support and validation of new product features - Come up with ideas for improving current analytics, dashboards, and metric stands inspired by approaches inside and outside - Communicate with product managers and leaders of functional teams and turn discussions into analytical projects - Conduct in-depth analysis, design and A/B testing, seller, product, and user segmentation research to extract data-driven insights for product optimization - Present the results of the team and the product, as well as product recommendations aimed at improving current indicators Requirements: - Experience in the field of product analytics, data analysis, or a similar role (experience with advertising or near-advertising products will be a big plus). - Experience leading small teams and the ability to build a transparent process. - Knowledge of SQL, Python - Knowledge of statistical analysis methods and A/B testing - Plus for experience in using pySpark within the Hadoop big data ecosystem (or similar systems and frameworks). We have our own Hadoop cluster stretched over several DCs with a huge number of resources for calculations, as well as convenient platform tools for setting up cron jobs on the cluster using Airflow - Be able to write complex, optimal queries in ClickHouse, Vertica and Postgres - Proficiency in data visualization tools (Superset, Redash, and Grafana) Contact: @@masha_itozon