AI/ML Python Software Developer

Overview

• AI models development: defining the problem, collecting and preprocessing data, selecting algorithms, training the model, evaluating performance, and deploying it into production
• Participation in the full development cycle: from requirements, specification up to architecture, software development and system tests.
• Cooperation with Colleagues from other R&D Centers around the world

Kogo poszukujemy?

• Designing and implementing end-to-end ML pipelines
• Integrating AI/ML models with existing backend systems
• Excellent programming skills in Python 3+
• Good knowledge of unit test libraries: unittest, pytest
• Experience with Pandas, Numpy, XGBoost libraries
• Experience in software development for Linux
• Understanding of Kubernetes, Docker, containers mechanism in Linux
• Creativity and strong problem solving skills
• Bachelor's degree and more than 6 years of experience in area of telecommunication /computer science (including duration of master\'s degree)

Technologies in use

• Python, Numpy, PyTorch, XGBoost
• Django, Django Rest Framework
• Docker, Kubernetes, Microservice architecture
• GitHub, CI/CD

NICE TO HAVE

• Knowledge and experience in software development for telecommunication systems (4G/5G)
• Experience with Pytorch, explanation libraries e.g. SHAP, DICE, experiment logging libraries like MLFlow, data version control libs e.g. DVC
• Data analysis experience
• Working with data stores: SQL / NoSQL databases