Senior Data Scientist
3 weeks ago
What we offer
Being part of one of the most strategic departments of Oracle, cooperating with an international team of data science and ML experts with diverse backgrounds worldwide
Opportunities for career growth and technical leadership
Exposure to cutting edge applications of AI/ML and the opportunity to work with research teams on innovative solutions
Evaluating and understanding large production deep learning systems composed of dozens of models
Developing novel metrics that provide analytical insights to non-technical stakeholders into how well these kinds of systems are operating.
Career Level - IC3
Required skills
BS in Computer Science, Data Science, Machine Learning, or related technical fields
At least 5 years of hands-on experience (may include graduate studies in computer science or related technical fields) with increasing scope in developing and implementing ML solutions
Thorough understanding of CS fundamentals including data structures, algorithms, and complexity analysis
Strong software development experience through hands on coding
Detailed knowledge of modern deep learning concepts, including but not limited to Generative AI (GenAI) models, FCN, CNN, RNN, Autoencoders, Transformers, and Large Language Models (LLM)
Familiarity with version control practices (Git), containers, MLOps
Experience with at least one cloud platform
Experience in formulating analytical problems into actionable research and applying advanced machine learning techniques for problem solving
Good communication skills to convey sophisticated topics in straightforward terms to stakeholders (internal or external)
A drive to solve hard problems at scale
Experience in technical writing, project documentation, and/or technical publications
Preferred Skills
MS/PhD in Computer Science, Data Science, Machine Learning, or related technical fields
Familiarity with Learning to Rank models, recommender systems, especially deep learning-based recommender systems, computer vision models, Generative AI models
Familiarity with serverless architecture, ML model hosting strategies, and model testing techniques
Travel
The position will require approximately 50% travel to Reading UK
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