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Job Location drjobs

San Francisco, CA - USA

Yearly Salary drjobs

$ 138100 - 207100

Vacancy

1 Vacancy

Job Description

Job Description
Work as a Senior Software Engineer on a small team to develop harden and maintain of artificial intelligence software tools and patterns for basic science and health research at a worldclass research tools will be leveraged by researchers across UCSF to support cuttingedge work in the basic sciences sociobehavioral studies epidemiology and public and global health initiatives.
The incumbent will lead the curation of an ecosystem of opensource AI libraries and tools to be reviewed hardened and containerized for researchers to use in UCSFs secure environments in the Research Analysis Environment the Facility for Advanced Compute and the new UCSF AI HPC environment.

The tools provided in this ecosystem will align where possible with Jupyter code sample libraries the team will provide for researchers to enable them to progress from learning and discovery into productionquality deployment of tools.

Although the incumbents duties will initially focus on GenAI/LLM tooling it will establish frameworks and strategies that would also support many other AI/ML tools. Providing standardized tooling now will significantly reduce friction for researchers to integrate technologies for trustworthy AI in the future as the pathway for that effort becomes clearer.

Examples of tooling to be developed into reusable patterns includes (but are not limited to):
Templates for transformers and inference models (encoder/decoders such as BERT Llama etc)
AI integration libraries (such as Langchain LlamaIndex AutoGPT etc)
Vector databases and adapters (ie ChromaDB for local discovery Azure for cloud)
Multiagent and skillsbased tools (ie Autogen)
Language agent model and concept mapping strategies (ie AI tools for Neo4j)

One of the key outcomes of this work will be a set of building blocks which can be combined to produce productionready products used by other teams including an LLM and RAGbased copilot for UCSFs research data assets and a chatbot testing platform with the capacity for integration against sensitive research data.

In addition to contributing to the engineering efforts in support of the above this position will provide a key role in crafting realworld implementation patterns for these tools in our onprem and hardened cloud infrastructure. The successful candidate will have background in delivering products and applications managing release cycles and experience working with IT teams in a large organization to deploy complex applications.

The ideal candidate is passionate about open source software creating welldocumented standards and design patterns relied on by other data engineers. Additional responsibilities of the position may include assisting clients via complex AI solutioning requests and consults implementation troubleshooting communicating with key stakeholders via oneonone training documentation requirements gathering and other duties as assigned.

The final salary and offer components are subject to additional approvals based on UC policy.

Your placement within the salary range is dependent on a number of factors including your work experience and internal equity within this position classification at UCSF. For positions that are represented by a labor union placement within the salary range will be guided by the rules in the collective bargaining agreement.

The salary range for this position is $138100 $207100 (Annual Rate).

To learn more about the benefits of working at UCSF including total compensation please visit: degree in computer science or a related/quantitative area **OR** equivalent combination of experience / training.

  • Demonstrated knowledge of and at least 5 years of professional experience using modern data science and data engineering orientated high level programming languages including SQL and at least one of Python Julia Java PHP and/or .
  • 4 or more years experience using modern devops tools for security scanning CI/CD and controlled code release practices (e.g. Github Github Actions Gitlab SonarQube etc)
  • 4 or more years experience managing code versioning and development workflows with a modern source control system such as Github; working knowledge of production system change control processes.
  • 2 or more years experience working with customers or stakeholders to determine and understand technical needs and translate them into meaningful software solutions.
  • Demonstrated ability to effectively communicate with end users and diverse stakeholders in appropriately technical and nontechnical terms
  • Experience writing and executing application test plans or utilizing testdriven design practices
  • Demonstrated ability to interconnect existing open source or commercial software libraries using standardized APIdriven processes
  • Experience working in a structured software development environment with planned release cycles using a standardized project management framework (Agile Kanban Lean or similar


    • Demonstrated knowledge of modern AI/LLM foundational engineering tooling such as Langchain Chainlit ChromaDB etc
    • Postgraduate education in computer science mathematics or artificial intelligence **OR** equivalent combination of experience / training.
    • Advanced degree in health care information technology computer science or a related/quantitative area **OR** equivalent combination of experience / training.
    • Working knowledge of modern AI/LLM lowcode/nocode prototyping platforms such as LangFlow Langsmith etc
    • Proven experience deploying tools or solutions leveraging foundational GenAI/LLM engineering tooling (for example building and deploying a containerized multiagent RAGenabled chatbot using Python libraries).
    • Experience delivering platformquality tools or experiences to a user community preferably composed of researchers and/or developers.
    • Working knowledge of microservice or service mesh technologies
    • Demonstrated ability to interface with stakeholders to understand UI/UX considerations.
    • Experience managing documentation with Wikis markdown and/or document assemblers such as MkDocs.


    • CITI human subjects research protection (can be completed after hire)


    Equal Employment Opportunity
    The University of California San Francisco is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race color religion sex sexual orientation gender identity national origin age protected veteran or disabled status or genetic information.

    Department Description
    Academic Research Services (ARS) serves the needs of the UCSF research community by providing an integrated repository of HIPAA compliant clinical and life sciences data and a centralized secure professionally managed infrastructure for the storage and management of research data. ARS empowers medical scientific investigations by offering secure computing environments data capture management and analysis tools and support services that meet researchers needs.

    This position is part of a new research AI tooling team within the ARS Research Tools group which has a storied history of successfully deploying technology to enable cuttingedge work by researchers across many domains. Our team members have opportunities to provide direct impact for realworld efforts across the basic sciences sociobehavioral studies epidemiology and public and global health initiatives.

    Our team is distributed across the United States and strives to protect a workplace with a strong focus on work/life balance. We work hard to appreciate the diverse backgrounds and life experiences of each of our team members. Our team culture includes an understanding that there can be many pathways for all of our journeys; in support of this we encourage applications from folks with a rich and varied background including those reentering the workforce.


    About UCSF
    The University of California San Francisco (UCSF) is a leading university dedicated to promoting health worldwide through advanced biomedical research graduatelevel education in the life sciences and health professions and excellence in patient care. It is the only campus in the 10campus UC system dedicated exclusively to the health sciences. We bring together the worlds leading experts in nearly every area of health. We are home to five Nobel laureates who have advanced the understanding of cancer neurodegenerative diseases aging and stem cells.

    Pride Values
    UCSF is a diverse community made of people with many skills and talents. We seek candidates whose work experience or community service has prepared them to contribute to our commitment to professionalism respect integrity diversity and excellence also known as our PRIDE values.

    In addition to our PRIDE values UCSF is committed to equity both in how we deliver care as well as our workforce. We are committed to building a broadly diverse community nurturing a culture that is welcoming and supportive and engaging diverse ideas for the provision of culturally competent education discovery and patient care. Additional information about UCSF is available at


    Join us to find a rewarding career contributing to improving healthcare worldwide.

    Employment Type

    Full Time

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