Solution Architect – Cloud & GenAI

TMS LLC · Other US Location

Company

TMS LLC

Location

Other US Location

Type

Full Time

Job Description

Company Description


    Job Description

    Role: Solution Architect – Cloud & GenAI

    Duration: Long Term

    Location: Raritan, NJ Onsite


    Summary: We are seeking a visionary and highly experienced GenAI Solution Architect to lead the design, development, and implementation of transformative GenAI solutions that drive innovation and business value for Drug Development. As a subject matter expert, you will leverage your deep understanding of multi-cloud platforms and GenAI expertise to build scalable, performant, and explainable solutions.

    • Roles & responsibilities


      • You will design and develop Generative AI Design patterns, technical architecture & define best practices 
      • Ensure solutions are maintainable, adaptable, and aligned with industry standards.
      • Prioritize transparency and build explainability into GenAI developed products to foster trust and understanding.
      • Conduct analysis and interpretation of complex data sets to derive meaningful insights and recommendations that enhance drug development process
      • Work across matrix teams to design repeatable, reusable framework and standards
      • Document solution specifications (e.g., architecture, data flows, algorithms) to ensure transparency / reproducibility.
      • Knowledge of functional capabilities of multi-cloud environment - integration tools and technologies, including appropriate certifications and knowledge of best practices on deployment and development
    • Experience
      • 7+ years of experience in Solution Architecture or Lead cloud Engineering position with at least 2+ years of previous work experience with Generative AI
      • Ability to define target state technology architecture and roadmaps.
      • Practical experience in training & inferring from LLMs, including quantization & prompt engineering.
      • Strong knowledge of data structures, algorithms, and software engineering principles
      • Experience with big data platforms such as Snowflake and Databricks
      • Expert with cloud compute environments (GCP/AWS/Azure) along with cloud-native tools
      • Proficient in API creation with FastAPI, Flask, etc., and familiar with Streamlit or similar tools.
      • Skilled in applications (Python, PyTorch, TensorFlow, or Keras).
      • Demonstrated ability to prototype innovative GenAI solutions.
      • Adaptable to new technologies, diverse use cases, partner types, and settings.
      • Involvement with the open-source AI community is a plus.
      • Familiarity with J&J Environment, Drug Development and Pharmaceutical R&D is advantageous.


    • Skills and competencies


      • Generative AI Design patterns, technical architecture & define best practices 
      • Advanced NLP techniques and deep learning methodologies
      • Current understanding of LLMs and their use

    Additional Information

    All your information will be kept confidential according to EEO guidelines.

    Apply Now

    Date Posted

    10/25/2024

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