Avispa Technology
Senior AI Fullstack Engineer ROCGJP00037833
* Hourly pay: $50-$60/hr
* Worksite: Leading biotechnology company (South San Francisco, CA 94080 - Onsite)
* W2 Employment, Group Medical, Dental, Vision, Life, Retirement Savings Program, PSL
* 40 hours/week, 12 Month Assignment
A leading biotechnology company is seeking a Senior AI Fullstack Engineer. The successful candidate will primarily be responsible for designing, developing, and deploying software that interacts with cutting-edge generative AI models and applications in collaboration with AI scientists, full-stack developers, and others.
Senior AI Fullstack Engineer Responsibilities: * 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. * Deployment and Monitoring: Develop and maintain robust deployment pipelines for AI-enhanced applications. Monitor pipeline performance in production and Implement necessary improvements.
Senior AI Fullstack Engineer Qualifications: * 5+ years of full-stack development experience. * 4+ years of experience with front-end frameworks (preferably Vue.js). * 2+ years of developing and deploying AI/ML solutions or applications. * Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field. * Strong proficiency in either a front-end framework (Vue.js, React, or similar) and a backend web framework in Python and/or JavaScript (Django, FastAPI, Flask, Next.js, or similar). * 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) * Experience building AI agents, fine-tuning LLM models, and evaluating bias and fairness with LLM systems is preferred. * Experience in developing Microsoft Word add-ins using Office.js. is preferred. * Experience with web technologies like JWT, WebSockets, etc. is preferred. * Experience with Huggingface, Langchain, TensorFlow, PyTorch, or similar is preferred. * Clear understanding of the current landscape of AI & AI-based applications, including potential benefits, limitations, and standard of practice. * 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. * Familiarity with DevOps, infrastructure, and continuous integration concepts is preferred. * Familiarity with CRDT technologies like Yjs is preferred. * Experience with using NLP/LLMs on clinical text is preferred. * Basic knowledge of clinical drug development is preferred.
A leading biotechnology company is seeking a Senior AI Fullstack Engineer. The successful candidate will primarily be responsible for designing, developing, and deploying software that interacts with cutting-edge generative AI models and applications in collaboration with AI scientists, full-stack developers, and others.
Senior AI Fullstack Engineer Responsibilities: * 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. * Deployment and Monitoring: Develop and maintain robust deployment pipelines for AI-enhanced applications. Monitor pipeline performance in production and Implement necessary improvements.
Senior AI Fullstack Engineer Qualifications: * 5+ years of full-stack development experience. * 4+ years of experience with front-end frameworks (preferably Vue.js). * 2+ years of developing and deploying AI/ML solutions or applications. * Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field. * Strong proficiency in either a front-end framework (Vue.js, React, or similar) and a backend web framework in Python and/or JavaScript (Django, FastAPI, Flask, Next.js, or similar). * 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) * Experience building AI agents, fine-tuning LLM models, and evaluating bias and fairness with LLM systems is preferred. * Experience in developing Microsoft Word add-ins using Office.js. is preferred. * Experience with web technologies like JWT, WebSockets, etc. is preferred. * Experience with Huggingface, Langchain, TensorFlow, PyTorch, or similar is preferred. * Clear understanding of the current landscape of AI & AI-based applications, including potential benefits, limitations, and standard of practice. * 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. * Familiarity with DevOps, infrastructure, and continuous integration concepts is preferred. * Familiarity with CRDT technologies like Yjs is preferred. * Experience with using NLP/LLMs on clinical text is preferred. * Basic knowledge of clinical drug development is preferred.