AI Engineer, Senior
Role overview
Responsible for researching, developing, and implementing Artificial Intelligence (AI) solutions to enable machines to simulate human intelligence by perceiving, reasoning, learning, and making decisions. Identifies opportunities for leveraging AI technology and optimizes existing AI models or develops custom solutions for specific applications. Prepares data for AI model training and trains, validates, and optimizes models. Integrates AI technologies into existing workflows.
Responsibilities
- check_circle Research, design, and develop artificial intelligence and machine learning models to solve business challenges and enable machines to simulate human intelligence through perception, reasoning, learning, and decision-making capabilities.
- check_circle Identify and evaluate opportunities for leveraging AI technologies across the organization, assess existing workflows, and recommend AI-driven solutions that improve efficiency, accuracy, and business outcomes.
- check_circle Collect, prepare, and preprocess data from various sources for model training, including data cleaning, feature engineering, exploratory analysis, and establishing data pipelines to support continuous improvement.
- check_circle Train, validate, and optimize AI models using appropriate algorithms, frameworks, and evaluation metrics to ensure robustness, performance, and accuracy while mitigating biases and ensuring ethical AI practices.
- check_circle Integrate AI solutions into existing systems, applications, and workflows by developing APIs, microservices, or interfaces that enable seamless deployment and scalability in production environments.
- check_circle Monitor and maintain deployed AI models through performance tracking, troubleshooting, and iterative improvements to ensure continued effectiveness and alignment with business objectives.
- check_circle Collaborate with cross-functional teams including data scientists, software engineers, and business stakeholders to translate requirements into technical solutions and communicate complex AI concepts to non-technical audiences.
- check_circle Other duties as assigned.
Basic qualifications
- Bachelor's degree or equivalent education and work experience
- Typically, 5+ years with bachelor's or equivalent.
Tags & Focus Areas
About Pathward
Mines, models, and analyzes large datasets utilizing descriptive, predictive, and prescriptive analytics. Develops insights from historical loan performance data, identify swap-in opportunities to underwrite new customer populations, and develop credit solutions for customer base using various analytical techniques. Develops and supports custom score models for underwriting, pricing. and profitability. Forecasts performance of marketing campaigns and track actual performance against target...