Senior Full Stack Developer

About the Role

Key Responsibilities

• Design and implement robust, scalable systems that support leading-edge AI capabilities, including building reliable back-end services, ensuring data flow and security, and developing user interfaces that are intuitive and meet accessibility standards.
• Improve the performance and efficiency of AI-powered systems by refining model interactions, optimizing processing pipelines, and implementing structured AI workflows using tools like LangGraph.
• Ensure seamless integration between AI components, orchestration layers, and back-end infrastructure.
• Provide mentorship to junior staff and interns, supporting their professional growth within the department.
• Share technical expertise, offer guidance on project work, and foster an environment of continuous learning and development.
• Stay updated with the latest trends in web development, AI, security, privacy, and accessibility.
• Allocate time for training and attending industry events to ensure that the UM GPT suite remains state-of-the-art.

Requirements

• Bachelor's Degree in Computer Science or related field, or equivalent work experience in software development with a focus on web technologies.
• Minimum 6 years of professional experience in full-stack API-driven application development, including familiarity with front-end and back-end technologies.
• Demonstrated experience with artificial intelligence and machine learning, including natural language processing techniques such as named entity recognition (NER), document classification, and text summarization; proficiency in building, training, and deploying models using tools like scikit-learn, TensorFlow, PyTorch, or Hugging Face.
• Experience in front-end web application development using Vue.js, React, TypeScript.
• Experience in back-end application development using Python, Django, FastAPI, PostgreSQL.
• Strong project management skills, including resource allocation and timeline management.
• Understanding of security, privacy, and accessibility, with demonstrated experience or certification in implementing secure and private web solutions that are accessible to a diverse user base.
• Effective communication skills to convey technical information clearly to both technical and non-technical audiences.
• Demonstrated commitment to ongoing professional development in web development, AI technologies, and industry best practices.

Nice to Have

• Master's Degree in Computer Science or related field, with a focus on AI, machine learning, or web technologies.
• Familiarity with OCR tools (e.g., Tesseract, Google Vision, Azure Form Recognizer) for parsing semi-structured documents.
• Experience with model explainability tools (e.g., SHAP, LIME) for AI transparency and auditability.
• Expertise in cloud technologies (AWS, Azure, GCP), DevOps practices, and Agile methodologies.
• Experience with containers and container orchestration tools.
• Strong experience with GenAI or similar AI frameworks, especially in integrating these into web-based platforms or services.

Qualifications

• Bachelor's Degree in Computer Science or related field
• Minimum 6 years of professional full-stack application development experience