AI/ML engineer

Be | Shaping the Future Poland; Warszawa; On-site; PLN 124,000 - 207,000; Part time

Benefits offered by this job

Medicover

Multisport

Mindgram

Job summary

Be | Shaping the Future Poland ищет инженера ML/AI для проектирования и развёртывания моделей, GenAI и решений RAG на основе данных аналитической экосистемы. Ваша работа — проектирование, обучение и внедрение моделей, настройка MLOps в Databricks и MLflow, мониторинг в продакшене и обеспечение Responsible AI.

Требуется как минимум 3 года опыта, владение Python и ML-библиотеками, опыт с Databricks/MLflow, знание MLOps, а также владение польским и английским языками на уровне не ниже B2.

Qualifications

• Не менее 3 лет опыта в ML-инженерии или Data Science, с опытом развёртывания моделей
• Хорошее владение Python и ML-библиотеками
• Практический опыт работы с MLflow и Databricks
• Опыт построения GenAI и решений RAG
• Знание практик MLOps, развёртывания и мониторинга моделей
• Свободное владение польским и английским на уровне не ниже B2

Responsibilities

• Проектирование и построение моделей ML, GenAI и решений RAG
• Подготовка данных для обучения и проведение feature engineering
• Развёртывание моделей (model serving) и настройка MLOps в Databricks и MLflow
• Оценка моделей и мониторинг их производительности в продакшене
• Применение принципов Responsible AI
• Сотрудничество с датасетью и бизнесом для определения кейсов

Skills

Python

ML libraries

MLOps

Model serving

Model monitoring

GenAI & RAG

Tools

Databricks

MLflow

Azure AI

Vertex AI

Job description

Описание:

Be | Shaping the Future Poland, part of Engineering Group, is a technology and business consulting company founded in 2013. We help organizations in financial services and other industries turn complex requirements into reliable, comprehensive end-to-end solutions, drawing on our expertise in software engineering, cloud and infrastructure, data, and quality assurance. We are looking for an AI/ML Engineer to design, build, deploy, and monitor ML, GenAI, and RAG solutions based on data from the analytics ecosystem.

Задачи:

• You design and build machine learning models and GenAI and RAG solutions
• You prepare data for model training and conduct feature engineering
• You deploy models (model serving) and build MLOps processes on Databricks and MLflow
• You evaluate models and monitor their performance in production
• You apply Responsible AI principles
• You collaborate with the data team and the business to define use cases

Требования:

• You have at least 3 years of experience as an ML Engineer or Data Scientist, with experience in deployments
• You have very good knowledge of Python and ML libraries
• You have practical experience with MLflow and Databricks
• You have experience building GenAI and RAG solutions
• You know MLOps practices, model serving, and model monitoring
• Fluent Polish and English at a minimum B2 level

Будет плюсом:

• Experience with Azure AI / Azure OpenAI or Vertex AI
• Knowledge of language model evaluation methods
• Databricks Machine Learning Associate or Professional certification

Условия:

• Competitive B2B rate, tailored to your experience and project
• Long-term projects for leading international organizations
• Continuous development through internal DevTalks, online and in person
• A close-knit, international team within Engineering Group
• Optional Medicover, Multisport, and Mindgram packages on preferential terms
• Free access to the gym in our Q22 office
• Referral program: a bonus for every successful recommendation