Software Engineer developing software solutions for PNC's Asset Management organization in Dallas or Pittsburgh. Collaborating in an agile environment to build and maintain software applications.
About the role
- ICF seeking Full-Stack Software Engineer to design and implement AI-powered applications. Collaborating with teams to develop solutions for complex business challenges.
Responsibilities
- Design, develop, and deploy end-to-end AI-powered web applications, from rapid prototypes to scalable production systems.
- Collaborate with data scientists, AI researchers, and product managers to translate conceptual ideas into working software.
- Build and integrate LLM and Generative AI solutions, leveraging frameworks like Hugging Face, LangChain, or similar open-source toolkits.
- Develop Proof of Concepts (POCs) to validate ideas quickly while maintaining focus on feasibility and user experience.
- Implement cloud-based AI services (AWS, GCP, Azure) for model deployment, scalability, and monitoring.
- Maintain best practices for data handling, including data ingestion, preprocessing, and feature engineering.
- Optimize application performance, security, and reliability across the full stack.
- Communicate technical concepts clearly to non-technical stakeholders and contribute to team knowledge sharing.
Requirements
- Bachelor's Degree
- 4+ years of proficiency in React, Next.js, Node.js, and Express.js for front-end and back-end development.
- 3+ years of strong programming experience in Python, with familiarity in frameworks and libraries such as TensorFlow, PyTorch, and Keras.
- 3+ years of experience with RDBMS (ideally both Oracle and PostgreSQL) and PL/SQL
- 3+ years of experience with RESTful API design, microservices architecture, CI/CD tools, methods and processes, including development of multi-environment pipelines (e.g., Jenkins, AWS CodePipeline), Configuration, and Containerization/Orchestration, including Docker & Kubernetes
- Familiarity with cloud services (AWS, GCP, Azure), especially AI/ML platforms such as SageMaker or Azure ML Studio.
Benefits
- Reasonable Accommodations available
- Equal opportunity employer
- Professional development
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