Lead Data Scientist - Fraud

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Dave (Nasdaq: DAVE) is on a mission to build products that level the financial playing field. Our banking app helps millions of members bank, budget, find work, build credit, and access up to $500 advances without paying a fee. With a growing suite of tools and services, we provide a superior banking experience for anyone living paycheck to paycheck. We’re looking for high performers to be part of our journey to bring access to financial opportunity for everyone.


Team Overview


Dave is looking for an experienced and passionate lead data scientist in our Data organization. This role will partner directly with product managers, engineers, marketing and other business partners across the business to research, develop, deploy and continuously improve the machine learning solutions to drive growth at Dave and improve user experience for our customers.

What You'll Do

  • Be constantly curious and continue to pursue in-depth explorations of our datasets and business.
  • Collaborate with key stakeholders to understand the business problems, ideate ML solutions and effectively communicate to stakeholders. 
  • Independently design, research, develop and apply ML/AI solutions to solve business problems, including prediction, optimization, segmentation and so on. 
  • Perform in-depth analysis and optimization of state-of-the art ML models to ensure the best performance on current- and next-generation GPU, network and compute architecture.
  • Partner with the Engineering and Product teams to develop and deploy ML solutions into production. 
  • Participate in production ML infrastructure design or enhancement with holistic vision and best practices in the industry.
  • Enforce and enhance the high quality and high performance principles to the team.

What You'll Need

  • Master degree in Computer Science, Mathematics/Statistics and other STEM majors is required. PhD plus.
  • 7+ years of industry modeling and machine learning experience to build ML-driven products for solving business problems eg. prediction, optimization and segmentation.
  • 7+ years experience as an ML scientist/engineer with proven ability in developing ML models in Python/R
  • Experience with ML/DL algorithms with frameworks such as TensorFlow, PyTorch, Spark and cloud platforms
  • Ability to communicate your ideas/code clearly to business stakeholders.
  • Enjoy working with multiple levels and teams across organizations (engineering, product and marketing teams etc.)
  • Effective verbal/written communication, and technical presentation skills
  • Self-starter with passion for growth, real enthusiasm for continuous learning and sharing findings across the team

Nice to haves

  • ML model deployment in production experience plus
  • Experience in Financial Services or FinTech plus
  • Experience in credit, fraud, automation and personalization/recommendation system

Technologies we use and teach

  • Python
  • SQL
  • TensorFlow
  • PyTorch
  • Spark
  • GCP
  • Vertex AI

#LI-KM1


Don’t let imposter syndrome get in your way of an incredible opportunity. We’re looking for people who can help us achieve our mission and vision, not just check off the boxes. If you’re excited about this role, we encourage you to apply. You may just be the right candidate for this or other roles.


Why you’ll love working here: 

At Dave, our people are just as important as our product. Our culture is a reflection of our values that guide who we are, how we work, and what we aspire to be. Daves are member centric, helpful, transparent, persistent, and better together. We strive to create an environment where all Daves feel valued, heard, and empowered to do their best work. As a virtual first company, team members can live and work anywhere in the United States, with the exception of Hawaii. 


A few of our benefits & perks:

• Opportunity to tackle tough challenges, learn and grow from fellow top talent, and help millions of people reach their personal financial goals

• Flexible hours and virtual first work culture with a home office stipend

• Premium Medical, Dental, and Vision Insurance plans

• Insurance premiums 100% covered for you and 80% for your dependents

• Generous paid parental and caregiver leave

• 401(k) savings plan with matching contributions

• Financial advisor and financial wellness support

• Flexible PTO and generous company holidays, including Juneteenth and Winter Break

• All-company in-person events once or twice a year and virtual events throughout to connect with your team members and leadership team


Dave, Inc. is proud to be an Equal Employment Opportunity employer and is dedicated to cultivating a diverse and inclusive workplace. We will consider for employment all qualified applicants and do not discriminate on any basis protected by federal, state, or local law, including the City of Los Angeles’ Fair Chance Initiative for Hiring Ordinance relating to an applicant's criminal history.


#LI-REMOTE #BI-Remote

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Location

1265 S Cochran Ave, Los Angeles, CA 90019

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