Data engineer in AI

ERGO Technology & Services; United States; Remote; USD 120,000 - 180,000; Full time

Benefits offered by this job

Medical package

Sports card

Flexible working hours

Remote work

Workshops & training

CSR activities

Team events

Diversity & inclusion

Job summary

ERGO Technology & Services S.A. (ET&S) ищет специалиста по ИИ и ML для разработки и внедрения агентских AI-решений. Требуется знание GenAI, PyTorch, Azure, Databricks, Kubernetes и опыт работы с данными.

Вакансия предполагает работу в международной среде и тесное сотрудничество с междисциплинарными командами. Идеальный кандидат имеет сильное знание английского и немецкого языков, образование в области CS/AI и опыт применения ML/DL для бизнес-целей.

Qualifications

• Свободное владение английским и немецким языками; завершенное образование в области информатики/ИИ.
• Глубокие знания GenAI, ML и DL, включая соответствующие алгоритмы.
• Опыт подготовки и обработки данных, работу с RAG, знание PyTorch и ML Frameworks.
• Опыт работы с облаками (Azure), Databricks и Kubernetes.
• Умение работать с Git, делать pull requests и проводить code reviews.

Responsibilities

• Подготовка и анализ данных из различных источников для разработки и оптимизации (Agentic)AI и моделей машинного обучения.
• Проектирование и внедрение масштабируемых окружений AI, чертежей и процессов.
• Разработка и ввод в эксплуатацию программных решений для работы с структурированными и неструктурированными данными в области AI.
• Разработка решений для мониторинга и оценки результатов внедряемых кейсов AI.

Skills

English fluency

German fluency

CS/AI degree

GenAI knowledge

ML & DL

RAG experience

Python

PyTorch

SQL

ML Ops

Azure

Databricks

Kubernetes

Distributed systems

Git & PRs

Education

Degree in CS/AI

Tools

PyTorch

Azure

Databricks

Kubernetes

SQL

Job description

Описание

ERGO Technology & Services S.A. (ET&S), a member of the Munich Re and ERGO Group, is delivering integrated IT and business services to international markets. Our expertise lies in providing advanced IT services, with a focus on modern, business-driven technology solutions. On the business side, we also support the Group in various end-to-end insurance processes, including finance, operations, and underwriting. With offices in Warsaw and Gdansk, and strong global partnerships, we foster a dynamic, multicultural environment that promotes diversity and international opportunities.

Задачи

preparing and analysing data from various sources to develop and optimise (Agentic)AI and machine learning models design and standardise effective, scalable AI environments, AI blueprints and processes designing, implementing and operating software solutions for the use of structured and unstructured data, particularly in the area of (Agentic)AI and machine learning, with the aim of achieving a highly automated ML lifecycle developing technical know-how, tools and methods for (Agentic)AI supporting operational units in implementing AI models into existing processes and systems to maximise the value of (Agentic)AI designing and pilot AI solutions for monitoring and evaluating the outcomes of executed and implemented use cases, in order to measure the effectiveness of AI initiatives

Требования

fluency in English and German completed degree in computer science, artificial intelligence, data sound knowledge of GenAI, machine learning and deep learning, including relevant algorithms and models, as well as RAG experience in preparing, cleansing and enriching data for use in AI applications very good knowledge of one or more programming languages (preferably Python), particularly with respect to AI frameworks (e.g. PyTorch); knowledge of database programming languages such as SQL for managing and querying data experience with tools, frameworks and technologies for training, deploying and monitoring AI models, including MLOps practices familiarity with distributed systems and cloud platforms for scaling AI applications (e.g., Azure, Databricks and Kubernetes) strong ability to identify and analyse data patterns and to develop models for prediction and decision-making ability to think and work in a networked manner, to collaborate with interdisciplinary teams, and to communicate complex technical concepts in an understandable way strong service orientation, excellent teamwork skills and a high level of commitment to meeting the needs of business units and advancing the development of AI solutions familiarity to work in a team, using git, can create proper pull requests and perform code reviews

Условия

• medical package, sports card, and numerous sports sections - these are some of the benefits that help our employees stay in good shape.
• work-life balance is a key aspect of a healthy workplace.
• We offer our employees flexible working hours, a confidential employee assistant program, as well as the possibility of remote working.
• We organize numerous workshops and training courses.
• Thanks to hackathons and meetups, our specialists share their expertise with others.
• Additionally, we have a wide range of digital learning platforms and language courses.
• Each year, we participate in several CSR activities, during which, together with our colleagues, we do our best to create a better future.
• Company-wide bike races and soccer matches, film marathons in our cinema room or other engaging team-building activities - we got it covered!
• Every team member is valued, regardless of gender, nationality, religious beliefs, disability, age, and sexual orientation or identity.
• Your qualifications, experience, and mindset are our greatest benefit!