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Full-Time

Principal Machine Learning Engineer

Posted on 11/30/2023

Figure

Figure

201-500 employees

Blockchain-based financial services solutions provider

Hardware
Enterprise Software
Fintech
Crypto & Web3
Financial Services
Real Estate

Senior

San Francisco, CA, USA

Category
Natural Language Processing (NLP)
AI & Machine Learning
DevOps & Infrastructure
Software Engineering
Data & Analytics
Required Skills
Kotlin
Python
Tensorflow
Data Structures & Algorithms
Apache Spark
AWS
Apache Hive
Natural Language Processing (NLP)
Hadoop
Google Cloud Platform
Requirements
  • 8+ years of hands on experience building and deploying NLP and ML models in real world production systems.
  • Hands-on experience training, fine tuning, and/or deploying LLMs.
  • Strong knowledge of Torch, Tensorflow, embeddings, and Relus
  • Experience developing in Kotlin or a background in consumer finance is a huge plus.
  • Strong problem solving skills with an emphasis on translating real-life problems into a concrete model development strategy.
  • Experienced in using Python for analysis and modeling
  • Experience using web services (GCP, AWS), and distributed data/computing tools (Ray, Spark, Map/Reduce, Hadoop, Hive, etc.)
  • Excellent cross-functional communication skills.
  • Ability to thrive in a fast-paced environment.
Responsibilities
  • Develop and optimize generative AI technologies to streamline, automate, and optimize Figure
  • Train, fine tune, and deploy LLM solutions trained on our expansive proprietary data.
  • Develop custom models and algorithms to apply to large datasets, as well as processes for monitoring and analyzing their performance.
  • Mine and analyze data to build and train ML models that optimize customer experiences, customer acquisition, underwriting and other business outcomes.
  • Work with stakeholders throughout the organization to identify opportunities for leveraging AI to improve business processes.
  • Collaborate cross functionally to deploy AI solutions and monitor outcomes.

Figure is leveraging Provenance Blockchain to revolutionize the financial services sector, providing solutions for loan origination, equity management, private fund services, banking, and payments. This approach ensures improved speed, efficiency, and cost savings for both consumers and institutions, solidifying Figure's position as a major player in the fintech industry.

Company Stage

Series D

Total Funding

$1.9B

Headquarters

San Francisco, California

Founded

2018

Growth & Insights
Headcount

6 month growth

-4%

1 year growth

-5%

2 year growth

-20%

Benefits

Health & wellness - Figure pays 100% of premium costs for employees and dependents for medical, dental, and vision insurance (with the exception of costs associated with the buy-up medical plan.)

Continuing education - Figure will reimburse eligible employees for approved continuing education that either offers growth in an area related to his or her current position or that may lead to promotional opportunities.

Flexible time off - We offer 10 company-wide holidays plus one personal holiday, generous Flexible Time Away (FTA), Paid Time Off (PTO), and Paid Parental Leave.

Bonus & stock options - Figure’s Bonus Plan recognizes and rewards eligible employees’ efforts and contributions. Eligible employees are also granted an option to purchase a set number of shares of Figure’s common stock.

INACTIVE