Senior Staff Data Scientist
4 weeks ago
About the Role
We are seeking an experienced Senior Staff Data Scientist to lead our machine learning efforts and help drive the development and deployment of machine learning models that improve SoFi's product experience for our members.
The ideal candidate will have a deep understanding of machine learning algorithms, strong programming skills, and a proven track record of driving successful data science projects from conception to deployment.
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
What We Offer
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.
Pursuant to the San Francisco Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records.
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