AI/ML Architect

O projekcie

• Learning & development opportunities - after your probation period, you’ll have access to a highly flexible and generous English language reimbursement program, along with an individual development budget to use as you see fit.
• Classic benefits like private medical care, a sports card, and a preferential life insurance plan. Plus, our infamous Fruit Tuesdays and Wednesdays.
• A hybrid work setup with plenty of flexibility. Delivery teams work mostly remotely. Enabling functions teams come to the office at least once a week. As an HR team, we meet every Wednesday. On the remaining days, you can choose where you work.
• A bunch of non-work activities, including Office Day (a fun-filled day when employees from all over Poland gather at the office), POP UP integrations, various competitions from cooking to photography, and the chance to submit charity causes to our CF4GOOD program, which provides support to those in need.
• A workplace that values people and is built on collaboration, not competition. If you’re tired of toxic work environments, you’ll finally get a chance to breathe. And if you’ve been lucky with great employers so far, we’ll do our best to keep that streak going.

Zakres obowiązków

• Design architecture of GenAI applications,
• Design, develop, and maintain Python code in AI applications and components,
• Code review and identification of areas of improvements,
• Collaborate with stakeholders and participate in presales activities
• Collaborate with data scientists and machine learning engineers to utilize AI models in the applications,
• Knowledge of various types of architectures using GenAI models (RAGs, agentic workflows, etc.)
• Collaborate with other roles (managers, testers, DevOps, etc.) through the whole life cycle of a project,
• Develop and maintain APIs and microservices for AI integration with other systems,
• Conduct experiments and evaluations to measure the performance of GenAI models,
• Use coding agents and imrpove the coding workflow over time
• Stay up-to-date with the latest advancements in GenAI technologies, Contribute to a collaborative and innovative team culture.

Wymagania

• At least 8 years of experience and fluency in Python development ecosystem,
• Experience in building back-end services in Python with frameworks like FastAPI (or Flask), SQL and NoSQL databases,
• Knowledge of clean code and design patterns in Python, strong attitude to build well structured, high quality solutions,
• Experience in writing robust unit tests for developed applications,
• Familiarity with cloud platforms (AWS, GCP, Azure) and cloud-native technologies,
• Familiarity with CI/CD lifecycle,
• Excellent problem-solving and analytical skills,
• Ability to work independently and as part of a team,
• Very good knowledge of English and Polish
• Strong communication and presentation skills.

Additional advantages, but not required directly for the position

• Knowledge of another object-oriented programming language (Java/C#/C++)
• Knowledge of Machine Learning algorithms and libraries (scikit-learn, PyTorch)
• Knowledge and practical experience in processing clinical data or pharma R&D use cases