T Hub - Machine Learning Engineer

T Hub Poland is both a unit within T-Mobile Polska and also one of the Deutsche Telekom's Group European technology hubs.

We deliver projects which cater to the internal needs of the Deutsche Telekom Group , as well as to those of external customers, especially from the German market. The areas in which we work include: packet and voice network engineering and innovation, automation, machine learning and APIfication, IT platform services supporting the expansion of the fibre-optic network and IoT connectivity for the German market.

WHAT TASKS AWAIT YOU?

• Communicating effectively with internal customers – define goals, agree on timelines, collect feedback, ask for support, communicate transparently about risks, report on the project status.
• Preparing and analyze data required for model training with Python.
• Training and testing AI/ML models using various AI/ML librares.
• Preparing Machine Learning models for deployment.
• Using an on-premise ML development GPU computing platform (Linux).
• Optimizing and testing existing models to improve their performance.
• Solving various ML tasks: Forecasting, Regression, Classification, Anomaly detection, Image object detection, Text classification, Text generation, Root Cause Analysis, Timeseries modelling.
• Working in a Data Science team, in an international environment, with good work-life balance.
• Helping writing patents.
• Working autonomously and have freedom to propose your own methodologies or approaches to solve use cases.

WHAT SKILLS WILL BE APPRECIATED?

• At least 4 years of experience.
• Very good knowledge and proven experience with programming in Python.
• Experience building models with PyTorch.
• Clean code practices and usage of design patterns.
• Experience with code review.
• Knowledge how to use Git.
• Experience with building data pipelines using Python and its ML libraries.
• Training and testing Machine Learning and Deep Learning Models.
• Experience with Docker.
• Basic Linux commands knowledge for daily work.
• Ability to access and process data with SQL.
• Willingness to work in International environment - international travels may happen.
• Good communication skills and like teamwork.
• Curiosity to learn more about advanced AI methods.
• Very good written and spoken English (C1).

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BENEFITS:

• Medical package, Life insurance.
• Benefit Platform – you choose what you want to use – eg. sport card, cinema tickets, shopping vouchers.
• Access to training platforms – Percipio, Coursera, Rodos + possibility to take a part in external courses (with supervisor acceptance.
• Access to T-Mobile products and services on preferential terms.
• Additional day off for your birthday/name day – you choose.
• No dress code – at T-Mobile you can just be yourself.
• Know T-alent – Financial bonus or paid course for recommending new employee.