Job Location: Bangalore/Bengaluru
You will
- Define the Data sourcing strategy and works with partners to procure data. Supply to IP creation for Ericsson in AI/ML.
- Research studies and creative usage of new and/or existing data sources. Work with Data Architects to use existing data models and build new ones as needed.
- Work with new technologies and be the ambassador for them in MI Communities within Ericsson, nurturing the communities and mentoring junior data scientists.
- Engage with external ecosystem (academia, technology leaders, open source etc.) to develop the skills and technology portfolio for MI s needs
- Present and be prominent in MI related forums and conferences, e.g., publishing patents, presenting papers, organizing sessions etc.
To be successful in the role you must have
- Proven skills of implementing a variety of Machine Learning techniques.
- Solid programming skills (R/Python) with proficiency in at least one.
- Proven track record of leading AI/ML projects end-to-end with complete ownership.
- Proven skills in building AI/ML based solutions using frameworks such as Python, R, H2O, Keras, TensorFlow, Spark ML etc.
- Experience in implementing new algorithms and methodologies from leading open source initiatives and research papers.
- Hands-on experience in designing and building AI models using Deep Neural Networks for applicable scenarios.
- Able to build and deploy AI models into production with focus on scaling, monitoring and performance.
- Sound knowledge of building explainable models (XAI) and prescriptive analytics.
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