Senior Machine Learning Engineer / Tech Lead
ProSiebenSat.1 Media SE
Schlagwörter
Cloud Computing
Machine Learning
Künstliche Intelligenz
Amazon Web Services
Infrastruktur
Daten-Pipeline
Algorithmus
Data Analysis
Computer Vision
Big Data
Skills
Machine Learning
Expertise in various machine learning techniques including deep learning, computer vision, and natural language processing. Development of chatbots, forecasting models, and classification algorithms.
Data Engineering
Building and optimizing data pipelines using tools like Databricks. Experience with big data technologies and cloud platforms such as AWS.
Software Development
Proficiency in programming languages and frameworks such as Python. Development of scalable applications and systems.
Cloud Computing
AWS Certified Cloud Practitioner and Machine Learning Specialty. Experience with cloud deployment and infrastructure management.
Data Analysis
Creation of real-time reports and dashboards using tools like Qlik Sense. Ability to derive insights from complex datasets.
DevOps
Knowledge of Docker, MLOps, and deployment practices. Experience in maintaining and optimizing data pipelines and infrastructure.
AI Technologies
Proficiency in advanced AI techniques such as Generative AI and Retrieval-Augmented Generation (RAG). Application of these technologies in practical business scenarios.
Expertise in various machine learning techniques including deep learning, computer vision, and natural language processing. Development of chatbots, forecasting models, and classification algorithms.
Data Engineering
Building and optimizing data pipelines using tools like Databricks. Experience with big data technologies and cloud platforms such as AWS.
Software Development
Proficiency in programming languages and frameworks such as Python. Development of scalable applications and systems.
Cloud Computing
AWS Certified Cloud Practitioner and Machine Learning Specialty. Experience with cloud deployment and infrastructure management.
Data Analysis
Creation of real-time reports and dashboards using tools like Qlik Sense. Ability to derive insights from complex datasets.
DevOps
Knowledge of Docker, MLOps, and deployment practices. Experience in maintaining and optimizing data pipelines and infrastructure.
AI Technologies
Proficiency in advanced AI techniques such as Generative AI and Retrieval-Augmented Generation (RAG). Application of these technologies in practical business scenarios.
Projekthistorie
11/2024
-
bis jetzt
Built a data pipeline in Databricks for optimized ad campaign placements. Organized knowledge sharing sessions to enhance synergy across the data department.
04/2022
-
11/2024
Machine Learning Engineer / Tech Lead
ProSiebenSat.1 Media SE
Led development of a RAG-powered chatbot for sales teams. Enhanced content categorization using IAB standards. Developed ML models for user activity prediction and TV attribution.
02/2021
-
04/2022
Associate Data Scientist
ProSiebenSat.1 Media SE
Migrated TV attribution system to AWS, reducing costs. Implemented web application for monitoring data pipelines. Developed classification model for user demographics prediction.
03/2020
-
09/2020
Master Thesis – Data Science
Porsche Digital GmbH
Applied unsupervised learning for anomaly detection on acoustic signals using Keras and Python. Designed and trained an Improved Deep Embedded Clustering model.
11/2018
-
04/2020
Working Student – Data Analyst
Siemens AG
Created real-time Qlik Sense reports to improve monitoring of 8D reports for manufacturing nonconformances, enhancing management visibility.
03/2018
-
08/2018
Bachelor Thesis – Software Development
Forschungszentrum Informatik
Improved a mobile application by implementing a context-sensitive help function to increase usability for older users using Xamarin and C#.
Zertifikate
Reisebereitschaft
Weltweit verfügbar
