SentiLink
SentiLink

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SentiLink is a company that provides innovative identity and risk solutions, empowering ... resources, model training, experimentation, productionalization, and monitoring. • Build ...

SentiLink is a company providing innovative identity and risk solutions, focused on transforming ... Responsibilities : • Directly manage a team of highly skilled data scientists. Start from 2-3 and ...

SentiLink provides innovative identity and risk solutions, empowering institutions and individuals ... resources, model training, experimentation, productionalization, and monitoring. • Build ...

Full-time

Re-posted 6 days ago


Job description

Job Summary:
SentiLink is a company that provides innovative identity and risk solutions, empowering institutions and individuals to transact with confidence. As a Staff Applied ML Scientist, you will build core products that identify fraudsters and advance financial risk products, requiring deep domain understanding and strong technical abilities.
Responsibilities:
• Develop and maintain SentiLink’s fraud detection models through the full model development lifespan: from data acquisition decisions through featurization, focusing labeling resources, model training, experimentation, productionalization, and monitoring.
• Build foundational modeling to drive SentiLink’s expanding suite of Fraud and Financial Risk products.
• Research new types of fraud and develop new SentiLink products around identity verification.
• Achieve success by researching / developing through iteration, integration of new data sources and inventive feature engineering.
• Write production-ready code that can be relied on for real-time decision making by our partners.
• Design, perform, and present analyses that will inform data acquisition, product development, risk operations priorities, marketing, and sales efforts.
• Work with engineering, risk operations, and data acquisitions to access necessary data, maintain data quality, and support data access
Qualifications:
Required:
• 6+ years relevant work experience & relevant PhD or 8+ years & relevant Masters
• Proven track record of solving complex / high profile business problems with DS / ML solutions
• Experience in communicating outcomes / progress to senior management / stakeholders
• Very strong in “end to end” DS development: Planning, fleshing out success criteria / metrics, getting buy-in, developing the solution, delivering the solution (prod / deck / strategy doc / etc)
• Strong practical ML / Stats knowledge, i.e. can easily employ the suite of standard ML / stats tools to quickly scope out solutions, and double down where needed. Experience with SOTA ML solutions is a plus
• Interest in developing deep domain expertise for product-focused work: a background in fraud is not required, but willingness to learn is
• Experience writing production code and tests
• Detail oriented and thoughtful - someone we can rely on to make business-changing decisions
• Candidates must be legally authorized to work in the United States and must live in the United States
Preferred:
• Bonus for familiarity with: identity solutions, fintech, or adjacent industries
• Experience working at a startup strongly preferred
• Thrive in a fast paced environment characterized by the need to solve extremely varied, high impact, open ended problems.
Company:
SentiLink is an identity verification technology company that helps in detecting and blocking synthetic identities. Founded in 2017, the company is headquartered in San Francisco, USA, with a team of 51-200 employees. The company is currently Growth Stage.