Axos Bank is looking to hire individuals for a rotational program in Data Science and Machine Learning Engineering to drive innovation and build products through the application of Artificial Intelligence, Machine Learning, and Advanced Analytics, ultimately optimizing business processes, enhancing customer experiences, and driving overall business success.
Requirements
- Python architecture and SQL related software or software built on direct interactions with SQL.
- Python programming experience
- Pyspark, Pytorch, Tensor flow
- Basic to intermediate knowledge in SQL server database development and testing
- Basic to intermediate knowledge in SSIS packages
- Basic to intermediate knowledge of Five Tran and DBT
- Exposure to Integrations with other cloud and on premise-based systems
Responsibilities
- Collaborate with cross-functional business units to identify Data Product solutions and monetization opportunities through the adoption of Artificial Intelligence, Data Science, Machine Learning, and Deep Learning, ensuring innovations drive measurable revenue growth and cost optimization.
- Work closely with Axos Bank business units across Consumer Banking, Commercial Banking, Securities and Clearing, Marketing, Risk management, Fraud Management and Technology COE to develop and enhance models, detection systems, and other related analytics.
- Explore existing and new data sources as part of the data strategy frame to analytically prove or disprove the value of 3rd party data sources and identify innovative ways of activating revenue.
- Lead the end-to-end model development and production grade deployment lifecycle, including problem definition, data acquisition and preparation, feature engineering, model selection, training, validation, fine tuning, reinforcement learning and performance optimization; oversee deployment to production environments, continuous monitoring, and model retraining; collaborate with business stakeholders to ensure models are aligned to strategic goals and deliver measurable monetization, operational efficiency, and customer value.
- Design, fine-tune, and deploy Large Language Models (LLMs) and autonomous AI Agents to perform complex, multi-step tasks; integrate them with external data sources and APIs; and implement reinforcement learning, prompt engineering, and monetization strategies to drive measurable business impact.
- Implement data visualization tools and dashboards to facilitate effective communication of complex analytical results.
- Create SSIS packages for data transformation, cleansing, caching, aggregation, staging, and transfer
Other
- This position is on-site and located at our HQ in San Diego, CA. Remote or Hybrid is not available.
- Customer Obsession: "Good enough" isn't good enough for you. You're obsessed with perfecting the customer experience
- Leadership: A confident person with the ability to connect and inspire others to achieve success, whether or not they directly report to you
- Results Oriented: A driver who possesses the ability to take actions and implement effective solutions in a timely manner. Excuses aren’t in your vocabulary because you always find alternative solutions when issues arise
- Ethics: Highest level of professional integrity and honesty as well as personal credibility. Your reputation for precedes you in this regard
