Full-Stack AI Software Engineer
CRC Insurance Services
full-time
Posted on:
Location Type: Hybrid
Location: Atlanta • North Carolina • United States
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About the role
- Deliver technically complex solutions
- Perform system integration support for all project work
- Consult and partner with the business product owners to understand the end goal and offer solutions and recommendations during the design
- Develop customized coding, software integration, perform analysis, configure solutions, using tools specific to the project or the area
- Lead and participate in the development, testing, implementation, maintenance, and support of highly complex solutions in adherence to company standards, including robust unit testing and support for subsequent release testing
- Build non-functional monitoring capabilities and provide escalated support for highly complex applications in production
- Build in and maintain security controls and monitoring in support of company standards
- Typically lead moderately complex projects and participate in larger, more complex initiatives
- Solve complex technical and operational problems
- Act as a resource for teammates with less experience
- May oversee the work of a small team
- In an Agile environment: Responsible for delivering high quality working software and automating manual/reusable tasks working directly, and engage with, the business from the beginning of the design work
- Leverage continuous engineering practices to deliver business value regarding effectiveness of the design
- Actively participate in refining user stories
- Responsible for design, developing, and maintaining automated unit testing, and supporting integration and functional testing
- Responsible for providing automated monitoring capabilities, providing warranty support, and providing knowledge transfer to production support
- Develop code in accordance with the acceptance criteria established by the Product Owner
Requirements
- Bachelor's degree in Computer Science or Computer Engineering, or 10+ years of experience in the Software Development
- At least 5+ years of experience in Designing and Building and deploying complex business applications programming using languages like Python, Java, or C#
- Hands on experience in AI/ML is generally required, with specific focus on GenAI and LLM-based solutions, including code deployment / pipeline setup
- Expertise in in Java / Python programming
- Expertise in leveraging large language models (LLMs), transformer-based architectures, Prompt Engineering & Fine-tuning models, leveraging Retrieval-Augmented Generation (RAG) pipelines and vector databases
- Hands on experience in model management, deployment, and monitoring
- Excellent proficiency in building and deploying solutions on cloud platforms like Azure, AWS, GCP and leveraging relevant AI/ML services and serverless architectures
- Experience or exposure to building / deploying scalable microservices leveraging Docker and Kubernetes
- Experience with relational and vector databases
Benefits
- medical, dental, vision, life, disability, and AD&D insurance
- tax-advantaged savings accounts
- 401(k) plan with company match
- generous paid time off programs, including company holidays, vacation and sick days, new parent leave, and more
- restricted stock units and/or a deferred compensation plan
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
PythonJavaC#AI/MLGenAILLM-based solutionsPrompt EngineeringFine-tuning modelsRetrieval-Augmented Generation (RAG)Docker
Soft Skills
leadershipproblem-solvingcommunicationcollaborationmentoring
Certifications
Bachelor's degree in Computer ScienceBachelor's degree in Computer Engineering