Solution Architect – Cloud & GenAI

TMS LLC

Solution Architect – Cloud & GenAI

Raritan, NJ
Full Time
Paid
  • Responsibilities

    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
  • Qualifications

    Additional Information

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