Senior Data Analyst and Scientist
hace 14 horas
About this opportunity:
As a Data Scientist and Leader at Ericsson, you will lead in developing scientific methods, processes, and systems to extract knowledge or insights to drive the future of applied analytics. You will provide thought leadership, perform Advanced Statistical Analytics, and create insights into data to provide to the business actionable insights, identify trends, and measure performance which address business problems. You will collaborate with business and process owners to understand business issues, and with engineers to implement and deploy scalable solutions, where applicable.
Key responsibilities:
- Perform Data science leadership
- Synthesize problems into data question(s)
- Decide approach for data science
- Design & perform data science experiment
- Develop Data Science Infrastructure & Tools
- Convert data into actionable insights
- Act in external relations
The skills you bring:
- 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 AI
- Application 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
- Ao learning of network structure from data for probabilistic graphical models
- Frameworks, 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 persistence
Why join Ericsson:
At Ericsson, you'll have an outstanding opportunity. The chance to use your skills and imagination to push the boundaries of what's possible. To build solutions never seen before to some of the world's toughest problems. You'll be challenged, but you won't be alone. You'll be joining a team of diverse innovators, all driven to go beyond the status quo to craft what comes next.
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