This role will focus on leading the development of proprietary deep learning models in order to enhance our existing underwriting capabilities
Job Summary
This role will focus on leading the development of proprietary deep learning models in order to enhance our existing underwriting capabilities.
Unlock the value in non-traditional datasets by building sophisticated neural networks (e.g. LSTMs, RNNs, or Transformers).
We offer high performers strong and diverse career progression, investing heavily in developing great people through our Capital One University training programmes.
Matching Summary
This role will focus on leading the development of proprietary deep learning models in order to enhance our existing underwriting capabilities.
Skills & Requirements
Must-have
Deep learning models for sequential data
Develop and deploy deep learning models
PyTorch, TensorFlow, or Hugging Face Transformers
Structured and unstructured data handling
SQL/Python coding in a team setting
Lead model development and technical direction
Nice-to-have
Business acumen and statistical skills
Collaborate with business stakeholders
Drive for continued learning
Prototype new techniques to assess value
Key Requirements
Strong experience developing and deploying deep learning models
Proven track record leading model development
Experience producing and managing reliable code in SQL/Python
Hands-on experience with modern ML/DL frameworks
Experience working with structured and unstructured data
Strong understanding of probability, statistics, machine learning