15 часов назад
Senior And Staff Machine Learning Engineers (Fintech)
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Senior And Staff Machine Learning Engineers (Fintech): Building and optimizing ML-driven risk solutions to detect and prevent fraud and abuse across Cash App and Square with an accent on scalability and adversarial ML. Focus on designing end-to-end ML systems, implementing LLMs for customer support, and improving credit underwriting models.
Location: Remote
Company
builds financial tools like Square, Cash App, and Afterpay to create an open economy.
What you will do
- Design and productionize ML-driven risk solutions for fraud and abuse prevention at scale.
- Own end-to-end ML systems from problem definition and modeling to deployment, monitoring, and iteration.
- Lead technical decision-making within workstreams and influence overall ML strategy and planning.
- Develop tooling and processes to improve the speed, reliability, and impact of the ML development lifecycle.
- Investigate emerging fraud and risk patterns to proactively inform product safeguards and policy.
- Collaborate with ML platform and engineering teams to ensure models operate reliably in real time.
Requirements
- 8+ years of industry experience in machine learning, applied AI, or related fields.
- Bachelor's degree in a quantitative field (Computer Science, Engineering, Statistics, Physics, Applied Math).
- Proven experience independently designing, deploying, and maintaining ML solutions in production.
- Strong familiarity with tree-based models, deep learning, transfer learning, or reinforcement learning.
- Experience influencing technical direction and collaborating with cross-functional partners at scale.
- Strong communication skills, sound judgment, and an ownership mindset.
Nice to have
- Master's or PhD in a quantitative field.
- Background in adversarial ML, NLP/LLMs, credit modeling, or model validation.
Culture & Benefits
- Remote work flexibility.
- Comprehensive medical insurance and modern family planning.
- Flexible time off and retirement savings plans.
- Mission-driven culture focused on global economic empowerment.
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