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Senior Data Scientist

2 months ago

Reading, Reading, United Kingdom Oracle Full time
Senior Data Scientist

Oracle's Software Assurance organization is seeking an experienced Senior Data Scientist to join our team of high-caliber data science and ML application researchers and engineers. As a key member of our team, you will work closely with technical and research teams on innovative, strategic projects, including advanced applications of ML for the organization.

Key Responsibilities
  • Develop and implement ML solutions using deep learning concepts, including Generative AI models, FCN, CNN, RNN, Autoencoders, Transformers, and Large Language Models (LLM)
  • Collaborate with research teams on innovative solutions and work on strategic projects
  • Communicate with internal and external stakeholders, including leadership teams, and demonstrate critical thinking abilities, outstanding communication skills, project management experience, and the ability to lead and collaborate with other experienced technical professionals
  • Evaluate and understand large production deep learning systems composed of dozens of models and develop novel metrics that provide analytical insights to non-technical stakeholders into how well these kinds of systems are operating
Requirements
  • BS in Computer Science, Data Science, Machine Learning, or related technical fields
  • At least 5 years of hands-on experience 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
  • Familiarity with version control practices (Git), containers, MLOps, and experience with at least one cloud platform
  • Good communication skills to convey sophisticated topics in straightforward terms to stakeholders (internal or external)
  • A drive to solve hard problems at scale
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