Principal Software Engineer – Generative AI Application
| Company | Radian |
|---|---|
| Location | Salt Lake City, UT, USA, Villanova, PA, USA, Philadelphia, PA, USA, Pittsburgh, PA, USA, Denver, CO, USA |
| Salary | $133300 – $190500 |
| Type | Full-Time |
| Degrees | Bachelor’s |
| Experience Level | Senior |
Requirements
- Bachelor’s Degree or Equivalent Experience
- 5 years of prior work related experience
- Professional experience with React, Node.js and/or Professional experience with Python, JavaScript/TypeScript, C# and Java
- Experience with designing, implementing web application and consuming RESTful APIs in AWS/Azure
- Experience with Python development, demonstrating a deep understanding of the language and its best practices
- Experience with LLM tools and frameworks such as OpenAI, Claude, Bedrock, prompt engineering, LangChain, LlamaIndex and etc.
- Experience with the machine learning process of retrial augmented generation (RAG), fine-tuning and MLOps
- Proficiency in working with RDBMS and No-sql, showcasing the ability to design and optimize database structures
- Proficiency in working with vector database
- A solid understanding in foundation models, custom model training and its lifecycle management
- Understanding of DevOps processes and you appreciate the value technologies like Serverless, containers and Kubernetes bring to the software deployment and development process
- Experience with performance and optimization problems and a demonstrated ability to both diagnose and prevent these problems
- Demonstrated capacity to clearly and concisely communicate about complex technical, architectural, and/or organizational problems and propose thorough iterative solutions.
Responsibilities
- Develop features and improvements utilizing generative AI technologies and solutions to the Radian products in a secure, well-tested, and performant way.
- Work with Product Management and other stakeholders (Backend, UX, etc.) to iterate on new features.
- Write code that meets our internal standards for style, maintainability, and best practices for a high-scale web environment. Maintain and advocate for these standards through code review.
- Demonstrate capacity to clearly and concisely communicate about complex technical, architectural, and/or organizational problems and propose thorough iterative solutions.
- Propose initial technical implementations which support architectural changes that solve scaling and performance problems.
- Confidently ship immense or otherwise extremely high-impact features and improvements with minimal guidance and support from other members of the organization.
- Interact with customers and other external stakeholders as a consultant and spokesperson for the work of your sub-department.
- Teach, mentor, grow, and provide advice to other domain experts, across several teams in their department.
- Perform other duties as assigned or apparent.
Preferred Qualifications
- Experience with LLM tools and frameworks such as OpenAI, Claude, Bedrock, prompt engineering, LangChain, LlamaIndex and etc.
- Experience with the machine learning process of retrial augmented generation (RAG), fine-tuning and MLOps.
- Proficiency in working with RDBMS and No-sql, showcasing the ability to design and optimize database structures.
- Proficiency in working with vector database.
- A solid understanding in foundation models, custom model training and its lifecycle management.
- Understanding of DevOps processes and you appreciate the value technologies like Serverless, containers and Kubernetes bring to the software deployment and development process.