Senior Staff AI Engineer
SoFiUSA4w ago
Job description
About the role
As a , you will play a pivotal role in shaping the future of financial technology through advanced artificial intelligence solutions. This position is designed for an experienced engineer who is passionate about leveraging AI to enhance customer experiences and drive business outcomes. You will collaborate with cross-functional teams to develop innovative AI-driven products that align with SoFi's mission to help people achieve financial independence.
Key facts
What you'll do
- Lead the design and implementation of scalable AI models and algorithms that address complex financial challenges faced by SoFi's customers.
- Collaborate with data scientists, product managers, and software engineers to integrate AI solutions into existing platforms and new product offerings.
- Conduct thorough research to identify emerging trends in AI and machine learning, ensuring SoFi remains at the forefront of technology in the fintech sector.
- Mentor and guide junior engineers, fostering a culture of continuous learning and innovation within the AI engineering team.
- Develop and maintain robust testing frameworks to validate the performance and accuracy of AI models, ensuring high-quality deliverables.
- Analyze large datasets to extract insights that inform product development and enhance user engagement.
- Work closely with compliance and security teams to ensure that AI applications adhere to regulatory standards and best practices.
- Drive the adoption of best practices in AI development, including model versioning, documentation, and deployment strategies.
- Participate in code reviews and provide constructive feedback to peers, promoting a collaborative engineering environment.
- Present findings and project updates to stakeholders, translating complex technical concepts into understandable terms for non-technical audiences.
- Contribute to the development of SoFi's AI strategy, aligning engineering efforts with the company's overall business objectives.
- Stay updated on industry advancements and participate in conferences or workshops to represent SoFi and share knowledge with the broader community.
Requirements
- A minimum of 8 years of experience in software engineering, with a strong focus on artificial intelligence and machine learning.
- Proven expertise in programming languages such as Python, Java, or Scala, with a deep understanding of AI frameworks like TensorFlow or PyTorch.
- Experience with cloud platforms (e.g., AWS, Google Cloud, Azure) for deploying AI solutions and managing large-scale data processing.
- Strong analytical skills and experience working with large datasets, including proficiency in SQL and data manipulation tools.
- Familiarity with software development methodologies, including Agile and DevOps practices.
- Excellent communication skills, with the ability to convey technical information to diverse audiences effectively.
- A track record of successfully leading projects from conception to deployment, demonstrating strong project management capabilities.
Nice to have
- Advanced degree (Master's or Ph.D.) in Computer Science, Data Science, or a related field.
- Experience in the fintech industry or a deep understanding of financial products and services.
- Knowledge of natural language processing (NLP) techniques and their applications in financial services.
- Familiarity with ethical AI practices and frameworks to ensure responsible AI development.
- Contributions to open-source AI projects or publications in relevant journals.
Skills & tools
- Proficiency in machine learning algorithms and statistical analysis techniques.
- Experience with data visualization tools (e.g., Tableau, Power BI) to present insights effectively.
- Familiarity with version control systems, particularly Git, for collaborative software development.
- Understanding of containerization technologies (e.g., Docker, Kubernetes) for deploying AI applications.
- Strong problem-solving skills and the ability to think critically about complex challenges.
Practical notes
- This position is based in San Francisco, California, and may require occasional travel for team meetings or conferences.
- Candidates must be eligible to work in the United States; visa sponsorship is available for the right individual.
- The role may involve flexible working hours to accommodate collaboration with remote teams or international stakeholders.
- A portfolio showcasing previous AI projects or contributions to relevant research would be beneficial during the application process.
META
Company: SoFi
Title: Senior Staff AI Engineer
Listed
location: CA
San Francisco