FICO · 6 hours ago
Staff AI Engineer (Remote)
United States
Full-time
Remote
Senior Level, Lead/Staff
5+ years exp
Maximize your interview chancesAnalyticsBig Data
Insider Connection @FICO
Get 3x more responses when you reach out via email instead of LinkedIn.
Responsibilities
Design and implement cutting-edge LLM-powered solutions for decision automation, fraud investigation, and process automation within FICO’s platform.
Develop sophisticated prompting strategies and Retrieval-Augmented Generation (RAG) architectures tailored to high-stakes applications.
Apply advanced fine-tuning, in-context learning techniques, and custom evaluation frameworks to optimize AI model performance.
Build robust model evaluation and governance systems, ensuring compliance and reliability across applications.
Design and execute comprehensive backtesting methodologies to validate model predictions and performance.
Implement A/B testing frameworks to evaluate the impact of various AI interventions on system performance.
Monitor model performance and detect drift to maintain high accuracy and relevance over time.
Research and integrate the latest AI techniques to keep FICO’s platform at the forefront of innovation.
Evaluate new models, architectures, and training approaches, experimenting with emerging technologies to enhance platform capabilities.
Develop custom RAG implementations to enhance information retrieval within decision processes.
Write production-quality code, implementing machine learning systems with attention to scalability, reliability, and security.
Design scalable architectures that support FICO’s analytics and decisioning solutions.
Implement advanced monitoring techniques and system reliability checks to maintain operational excellence.
Qualification
Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.
Required
5+ years of industry experience in software, ML or data engineering, with a history of managing complex, large-scale projects and driving strategic technical decisions.
Proficiency in Python, Go, Java, or similar languages.
Experience with PyTorch, JAX or similar deep learning frameworks.
Proficiency in fine-tuning, model adaptation, and customization.
Solid foundation in machine learning evaluation and testing methodologies, including the development of custom evaluation frameworks.
Knowledge of backtesting methodologies to ensure reliability and robustness of model predictions.
Strong skills in prompt engineering and chain-of-thought prompting techniques.
Experience with A/B testing frameworks.
Expertise in model monitoring, drift detection, and governance to maintain compliance and operational integrity.
Familiarity with compliance and regulatory technology, particularly in AI-driven decisioning environments.
Strong software engineering fundamentals, with experience in writing production-quality code and designing scalable architectures.
Proven ability to mentor teams and collaborate across departments to deliver high-impact solutions.
Experience in fast-paced environments, with an ability to adapt and drive impact in high-growth, high-stakes settings.
Publications, patents, or open-source contributions that showcase thought leadership and technical expertise in AI and machine learning.
Bachelor's or master's degree in computer science, or a related field with focus in Machine Learning.
Preferred
Proven expertise in applying modern Large Language Models (LLMs) and their applications to real-world problems
Experience with Retrieval-Augmented Generation (RAG) architectures and familiarity with vector databases
Benefits
Inclusive Culture
Growth and Development
Competitive Compensation and Benefits
Work-Life Balance and Community
Company
FICO
Fair Isaac Corporation enables businesses to automate, improve, and connect decisions to enhance business performance. It is a sub-organization of FICO.
1001-5000 employees
H1B Sponsorship
FICO has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2023 (14)
2022 (25)
2021 (42)
2020 (41)
Funding
Current Stage
Public CompanyTotal Funding
unknown2022-11-15Acquired
2003-01-10IPO
Leadership Team
William Lansing
CEO
Amir Hermelin
CTO
Recent News
Business Wire
2024-12-18
Company data provided by crunchbase
