Lead technical direction for data science and AI solutions at Caterpillar. Focus on scalable solutions, agile planning, and technical leadership within teams.
About the role
- Senior Data Scientist at Viber using deep learning to enhance user experience. Collaborating on recommendations and classification projects for a global user base.
Responsibilities
- Work with management and partner teams to design and implement solutions in recommender systems for given objectives.
- Lead technical efforts to improve the performance of deep learning models and propose initiatives to impact company goals directly.
- Autonomously find solutions to complex problems in social network recommendations and understand the data generation process and challenges with the data.
- Analyze and leverage the extensive data received from our application to enhance model performance and accuracy.
Requirements
- Master’s degree in Statistics, Mathematics or Computer Science.
- Minimum of 4 years of experience in designing, developing and deploying production-level deep learning recommendation models with a proven business impact.
- Fluency in Python, Pandas/Dask, SQL, PyTorch or Tensorflow.
- Ability to write readable and maintainable code.
- Strong communication and storytelling skills with both technical and non-technical audiences.
- Ability to present complex technical subjects to non-technical stakeholders.
- Ability to read AI research publications and implement the algorithms & architectures from scratch.
Job title
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