Remote Jobs at Aven

Candidates must have 10+ years of experience in consumer credit modeling or risk management within a major bank or fast-growing Neo-bank/Fintech. They should have previously taken on this responsibility and demonstrated their ability to shape the direction of credit trends in their portfolio. Proficiency in SQL and experience in Python are required, along with a deep understanding and experience in statistics, experiment design, and machine learning techniques. A Master's degree or Ph.D. in Comp…

Candidates should have experience with metrics-driven iterative product development at a fast pace, and a passion for building consumer products. They should be able to build consumer interfaces at scale, considering network conditions and user experience details, and prioritize impact-driven goals.

Candidates must have experience building machine learning models in production from idea to delivery and a strong understanding of data sanitization and analysis. Experience with AWS, PostgreSQL, Typescript, Python, VueJS, Swift, Kotlin, or Java is required, along with the ability to lead technically complex projects and work independently in new environments. Experience with production-grade compilers, operating systems, or large distributed systems is also beneficial.

Candidates should possess a PhD or MS in a quantitative field such as Engineering, Mathematics, Natural Sciences, or Economics, coupled with over 5 years of data science experience demonstrating thought leadership and innovation. Expertise in a scientific computing language like R or Python, proficiency in SQL, and a strong understanding of statistics, machine learning, and experimental design are essential. Experience in designing and implementing complex modeling solutions from ideation to pro…

Candidates must possess at least 7 years of experience in mortgage servicing, collections, or recoveries, with a minimum of 3 years in a unit manager role. Strong knowledge of foreclosure processes, debt collection regulations, and HELOC servicing is essential, along with proven success managing offshore teams and external vendors or attorneys. The ideal candidate will be analytical and process-driven, possessing excellent communication, negotiation, and stakeholder management skills.