Senior AI Engineer
AvidXchange
- Charlotte, NC
- Permanent
- Full-time
- Design and develop non traditional data models geared towards predictive modeling or solving complex representational and interpretation needs.
- Utilize statistical or mathematical methods to conduct exploratory data analysis and build evidence in support of solution approaches.
- Utilize or extend where necessary existing machine learning libraries and frameworks.
- Keep abreast of developments in the field of Artificial Intelligence
- Focus on enhancing or extending traditional application models with intelligent systems design.
- Guarantee the quality and state of the ML Software Delivery (model lifecycle) and guide the team to improve it.
- Lead projects, including the planning and prioritization of tasks
- Ability to context switch and manage multiple projects
- Mentor team members and provide guidance on execution
- Build open communication with your Product Owner, Quality Test Automation Engineers, fellow Software Engineers, Development DBA and Scrum Master to understand and transform business requirements into business-savvy features.
- Aid product management in the creation of product road maps ensuring objectives are achievable.
- Evaluate key metric and design solutions for improvement opportunities.
- Solve problems, debug and optimize code to ensure optimum performance and security.
- Implement optimal architecture, efficiency, maintainability, and scalability parameters in cooperation with developers and architects
- Team up with QA to review, approve and design test cases- ensuring the customers' expectations are fulfilled.
- Manage code quality and ensure appropriate unit test coverage.
- Perform code reviews with focus on senior engineers to ensure code follows documented standards and best practices
- Perform full life cycle application development, including researching available technical options for features, providing guidance and feedback on the findings and building proof of concepts to confirm the best approach.
- Mentor other Engineers (even cross functionally) with focus on creating Seniors that operate at the level of a Principal Engineer.
- Work with Solution and Enterprise Architects in the design, review, and implementation of new architecture solutions.
- Assist Architecture to create or change standards and prescribed best practices
- Consult with Architecture to create application design and ensuring architectural guidance is followed in team solutions
- Work with Architecture to produce future state architecture and incorporating new coding and technology solutions into the team products
- Bachelor's degree in Computer Science, Computer Engineering or related field required and 7+ years of software development experience OR a Master's degree in Computer Science, Computer Engineering or related and 5+ years of software development experience with multi-tiered systems
- Exceptional knowledge of TSQL, R, Python
- Experience using tools such as TensorFlow, Keras, or PyTorch
- Experience in a cloud environment
- Experience in building and productionalizing machine learning models
- Deep knowledge of of Statistical Learning methods
- Deep knowledge of Artificial Intelligence concepts and system design.
- Deep knowledge of exercising sound coding practices, such as unit testing, object-oriented programming, design patterns, and SOLID principles.
- Thorough knowledge of handling code versions via source control systems (such as Git) in continuous integration environments
- Hands-on experience following Agile software development processes (Scrum/Kanban)
- Employing secure coding practices including familiarity with OWASP top ten