Ericsson is seeking an experienced System Data Scientist to establish and lead its RAN data platform across system development, research, and AI/ML initiatives. The role involves building scalable data architectures, developing production ML models, and implementing GenAI/LLM applications. Based in Stockholm, Sweden, or Athlone, Ireland.
Responsibilities
Lead AI/ML initiatives including GenAI, LLMs, and traditional machine learning across diverse use cases
Develop and deploy production ML models with expertise in model versioning, monitoring, and A/B testing (MLOps practices)
Build and implement GenAI applications and LLM solutions including prompt engineering, fine-tuning, and RAG
Extract actionable insights from complex data and drive data-driven decisions across CI/CD optimization, experimentation, and product metrics
Perform advanced feature engineering and model optimization
Build time series forecasting models for CI/CD predictions and capacity planning
Collaborate with data platform and engineering teams to define requirements and implement solutions
Lead and mentor a team of 4-6 data analysts
Requirements
3+ ML models deployed to production with hands-on experience in LLMs (OpenAI, Anthropic, open-source) and GenAI applications
Advanced Python programming and expertise in Snowflake or Apache Spark for large-scale data processing
Ericsson AB is a world-leading information and communication technology company that provides hardware, software, and services to enable global connectivity. The company has a history spanning nearly 150 years and specializes in network infrastructure, including 5G and research into 6G, for customers in over 180 countries.