AI Fullstack Engineer

Title:  AI Fullstack Engineer

Location: South San Francisco, CA – ONSITE

Duration: Long term contract

VISA Status H1B, GC, USC acceptable

MOI : Skype

Description:

? Innovate and develop software applications to support clinical development
? Identify and integrate AI/LLM capabilities to enhance data processing and natural workflows.
? Design intuitive, user-centric interfaces.
? Code Quality and Documentation: Write clean, maintainable, and well- documented code. Participate in code reviews and contribute to best practices in software development.
? Research and Innovation: Stay up-to-date with the latest advancements in generative AI and machine learning. Evaluate new technologies and methodologies to continuously improve our solutions.
? Collaborate with Cross-Functional Teams: Work closely with data scientists, engineers, and product managers to integrate generative AI capabilities into our products and services.
? Deployment and Monitoring: Develop and maintain robust deployment pipelines for AI-enhanced applications. Monitor pipeline performance in production and implement necessary improvements.

Required Skills:

? An experienced full stack developer capable of bringing your expertise to our existing and upcoming AI applications/projects as both a leader and individual contributor.
? Someone with a clear understanding of the current landscape of AI & AI-based applications, including potential benefits, limitations, and standard of practice.

Minimum Requirements:
? Bachelor’s or Master’s degree in Computer Science, Engineering, Mathematics, or a related field.
? 5+ years of full stack development experience (Overall 10+ yrs of IT Experience)
? Strong proficiency in either a front-end framework (Vue.js, React, or similar) and a backend web frameworks in Python and/or JavaScript (Django, FastAPI, Flask, Next.js, or similar)
? 4+ years’ experience with front-end frameworks (preferably Vue.js)
? 2+ years of developing and deploying AI/ML solutions or applications
? Experience designing and developing RESTful APIs (with e.g. Python FastAPI).
? Familiarity with prompt engineering
? Proficiency with containerized workflows and architectures (Podman, Docker, Kubernetes)
? Strong automated software testing skills (Python unittest, jest, Playwright)
? Familiar with Agile methodologies
? Excellent analytical and problem-solving skills with a track record of tackling complex technical challenges.
? Leading system design and implementing scalable, fault-tolerant solutions for complex, distributed computing challenges.
? Strong interpersonal and communication skills, with the ability to articulate complex technical concepts to non-technical stakeholders.
? Experience with cloud platforms (e.g. AWS) and modern data platforms (e.g., Snowflake).
? Experience implementing chatbots, retrieval-augmented generation (RAG) systems, and integrating LLMs into applications (AI-assisted automation)

Preferred Qualifications:
? Experience building AI agents, fine-tuning LLM models, and evaluating bias and fairness with LLM systems
? Experience in developing Microsoft Word add-ins using Office.js.
? Experience with web technologies like JWT, WebSockets, etc.
? Experience with Huggingface, Langchain, TensorFlow, PyTorch, or similar.
? Familiarity with DevOps, infrastructure, and continuous integration concepts.
? Familiarity with CRDT technologies like Yjs.
? Experience with using NLP/LLMs on clinical text.
? Basic knowledge of clinical drug development