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Analytic Science Principal Scientist
Company | FICO |
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Location | San Diego, CA, USA |
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Salary | $167000 – $262000 |
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Type | Full-Time |
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Degrees | Master’s, PhD |
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Experience Level | Senior, Expert or higher |
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Requirements
- MS or PhD in computer science, electrical engineering, mathematics, physics, other related fields.
- Extensive experience in machine learning and AI model development.
- Experience with distributed training of modern AI architectures (transformers, encoders, decoders, language models, diffusion).
- Experience with Reinforcement Learning (RL) and Self Supervised Learning (SSL).
- Experience working with large datasets across diverse modalities.
- Excellent software engineering skills, and experience in Python, Rust, PyTorch, C++, Java, Kotlin. Real-world experience with distributed systems and concurrency.
- Extensive experience in analyzing large datasets using Python, Perl, or Bash, including data cleaning and statistical analysis to uncover insights.
- Prior experience managing high quality, on-time model development projects and driving innovation in the modeling process and offerings.
- Requires full-time on-site presence at the FICO San Diego, CA.
- Willingness to travel up to 10%.
Responsibilities
- Develop AI models, as well as the high-level analytic deliverables and innovation projects, collaborating with cross-functional teams (e.g., Pre-sales, Product Management, Development) to meet project roadmaps and delivery timelines.
- IP creation of algorithms and systems, leading to patent files.
- Communicating to high-level stakeholders internally and externally.
- Conduct hands-on analysis of large historical datasets to identify the best modeling techniques, demonstrating expertise in various algorithms and modeling processes with cutting-edge analytic techniques.
- Guide and mentor scientists to support their career development.
- Understand the needs of FICO’s clients (in financial services and other areas) and translate those into products, models and software.
- Drive innovation and inorganic growth of new and existing analytic products through offering and promoting refined ideas.
Preferred Qualifications
No preferred qualifications provided.