Data Science

Collaborate with business and process owners to understand business issues, and with engineers to implement and deploy scalable solutions, where applicable.What you will do:* Ensure data science leadership* Synthesize problems into data question(s)* Decide approach for data science* Design & perform data science experiments* Develop Data Science Infrastructure &Tools* Convert data into actionable insights* Act in external relationsTo be successful in the role you must have:Theoretical Knowledge:* Common and advanced clustering algorithms including probability density and distribution based* Convolutional Neural networks (CNN)* Recurrent Neural Networks (RNN)* Transformers* Graph Neural Networks (GNN)* Bayesian based probabilistic graphical models* Deep Autoencoders* Latest machine reasoning techniques* Reinforcement learning* Generative AIApplication of ML/AI:* Clean clustering of high dimensional data with noise* Application of autoencoders to high-dimensional data* Application of GNN to high dimensional complex data structures* Application of CNN to high-dimensional temporal data* Application of RNN to high- time series data for forecasting* Application of Bayesian dimensional networks for causal reasoning* Auto learning of network structure from data for probabilistic graphical modelsFrameworks, Languages, & General skills:* Strong programming skills in Python, ability to write object oriented and scalable code* JupyterHub and notebooks* Strong skills in the use of current state of the art machine learning frameworks such as PyTorch, Tensorflow, Keras, scikit-learn, etc.* Ability to handle large amounts high dimensional data (knowledge of distributed data pipelines is a plus)* Good data visualization skills* Ability to work independently and be a self-starter with high energy, enthusiasm and persistenceWhy join Ericsson?At Ericsson, youll have an outstanding opportunity.

The chance to use your skills and imagination to push the boundaries of whats possible. To build solutions never seen before to some of the world's toughest problems. Youll be challenged, but you won't be alone. Youll be joining a team of diverse innovators, all driven to go beyond the status quo to craft what comes next.What happens once you apply?Click Here to find all you need to know about what our typical hiring process looks like.Encouraging a diverse and inclusive organization is core to our values at Ericsson, that's why we champion it in everything we do.

Ericsson is proud to be an Equal Opportunity Employer. learn more.Primary country and city: Spain (ES) || MadridReq ID: 757037