Senior Staff Data Scientist

3 weeks ago

San Francisco, California, United States Social Finance Ltd Full time

Employee Applicant Privacy Notice

Who We Are:

At Social Finance Ltd, we're shaping a brighter financial future with our members. Together, we're changing the way people think about and interact with personal finance.

We're a next-generation financial services company and national bank using innovative, mobile-first technology to help our millions of members reach their goals. The industry is going through an unprecedented transformation, and we're at the forefront.

We're proud to come to work every day knowing that what we do has a direct impact on people's lives, guided by our core values.

The Role:

We're seeking an experienced Senior Staff Data Scientist to lead our machine learning efforts. This individual will be responsible for the end-to-end development and deployment of machine learning models that improve SoFi's product experience for our members.

You will build systems to recommend products to our members, improve conversion with personalization, and build models to better understand our member's behavior.

Key Responsibilities:

  • Work closely with Product and Engineering partners to define product experiences that can be improved with machine learning.
  • Architect and deploy machine learning pipelines and infrastructure in AWS Sagemaker and Snowflake Snowpark.
  • Conduct advanced statistical analyses and machine learning experiments to extract actionable insights from large, complex datasets.
  • Collaborate with cross-functional teams, including product management, engineering, and business stakeholders, to define and prioritize data science initiatives.
  • Develop and maintain best practices for machine learning model development, deployment, and monitoring.
  • Communicate complex technical concepts and results to non-technical stakeholders in a clear and concise manner.
  • Stay abreast of the latest developments in Data Science, Machine Learning, and AI, and apply this knowledge to improve our solutions.

Requirements:

  • 8+ years of experience in Data Science and machine learning, with a focus on developing and deploying machine learning models.
  • Track record of deploying user-facing ML features in production.
  • Strong programming skills in Python with experience in machine learning libraries and frameworks.
  • Proficiency in data manipulation and analysis using SQL and data visualization tools.
  • Experience with cloud-based platforms and services for machine learning (e.g., AWS Sagemaker, Snowflake Snowpark).
  • Strong communication and interpersonal skills, with the ability to effectively collaborate with cross-functional teams.
  • Ability to lead and mentor junior data scientists and engineers.
  • Advanced degree (Master's or PhD) with a quantitative major such as Statistics, Mathematics, Engineering, or Computer Science.

Equal Employment Opportunity:

SoFi provides equal employment opportunities to all employees and applicants for employment without regard to race, color, religion, sex, gender, gender identity, gender expression, national origin, ancestry, age, physical or medical disability, medical condition, marital status, registered domestic partner status, sexual orientation, genetic information, military and/or veteran status, or any other basis prohibited by applicable state or federal law.

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