Nesco Resource · 1 week ago
Senior AI Fullstack Engineer
South San Francisco, CA
Full-time
Onsite
Senior Level
$75.66/hr - $87.17/hr
5+ years expNesco Resource is collaborating with Genentech's Early Clinical Development department to seek a talented Software Developer. The role involves designing, developing, and deploying software that interacts with generative AI models, enhancing clinical development processes and user experiences.
ConsultingHuman ResourcesStaffing Agency
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
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
Qualification
Required
Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field
5+ years of full stack development 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
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
Benefits
MEC (Minimum Essential Coverage) plan that encompasses Medical, Vision, Dental, 401K, and EAP (Employee Assistance Program) services.
Company
Nesco Resource
Nesco Resource s an Staffing and Recruiting firm.
501-1000 employees
Funding
Current Stage
Late StageLeadership Team
Michael McDonald
Executive Vice President of Finance and Chief Accounting Officer
Recent News
InvestmentNews
2023-12-24
Maysville Online
2023-12-24
Company data provided by crunchbase