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Software Engineer 2

Genesis10

Job Description

Genesis10 is seeking a Software Engineer 2 for a remote 6-month contract position with a leading client in San Diego, CA. This role pays $60-70 /hour W2 based on experience.

Responsibilities:
  • Perform RAG, Grounding, Prompt Engineering in a project: Craft and refine effective prompts to achieve optimal results in various tasks related to product development.
  • Excellent attention to detail and organizational skills. Strong programming skills - including in python, ML ecosystem tools, and generative AI.
  • Knowledge + Vector Database Development: Design, develop, and implement a robust Vector Database using LLMs and other AI technologies, focusing on capturing information from diverse sources (PDFs, design documents, regulatory requirements, etc.).
  • Data Extraction and Structuring: Develop and implement pipelines for extracting data from unstructured documents, including tables, text, and images, structuring the data for LLM training and usage.
  • LLM Fine-Tuning and Training: Fine-tune and train generative AI models on client's specific engineering data and domain knowledge to create domain-specific models.
  • AI Tool Development: Design and develop a user-friendly GenAI tool that integrates with the knowledge base, allowing engineers to ask questions, generate technical requirements, and perform engineering analyses.
  • Technical Requirements Generation: Implement functionality for automatically generating technical requirements from design documents, user stories, and system requirements using LLMs.
  • Documentation and Knowledge Transfer: Thoroughly document all development processes, including designs, architecture, code, and training procedures. Provide adequate knowledge transfer to Dexcom's internal teams, enabling them to maintain and expand the system.
  • Collaboration: Work closely with the Subject Matter Experts and engineers to implement and optimize AI-powered workflows.
Requirements:
  • STEM Background: Minimum 2 year experiences with a Bachelor's degree or MS with minimum 1 year experience in a STEM field (e.g., Computer Science, Engineering, Physics, Mathematics) with a strong foundation in Machine Learning and Software Development.
  • Experience with cloud platforms (e.g., AWS, GCP, Azure) and associated AI/ML services.
  • Languages: Proficiency in Python, TensorFlow and other Machine Learning libraries for building LLM agents and tools.
  • Generative AI Experience: Hands-on experience with generative AI models (e.g., Gemini, Claude, GPTx.x) and associated technologies, including training, fine-tuning, and deployment.
  • Experience with Vector databases such as Milvus, Postgres etc., graph databases, and other knowledge representation technologies. Clear understanding of Retrieval Augmented Generation (RAG), knowledge representation techniques.
  • Unstructured Data Handling: Demonstrated ability to work with unstructured data, including text documents, images, and other media types, and perform data cleaning, preprocessing, and transformation for AI applications.


Preferred Experience:
  • Experience in creating REST-APIs.
  • Familiarity with medical device development regulations (e.g., FDA guidelines, ISO 13485).
  • Experience with front-end development for user interface design and development.
Genesis10 - Contract & Perm/Direct Hire Ranked a Top Staffing Firm in the U.S. by Staffing Industry Analysts for six consecutive years, Genesis10 puts thousands of consultants and employees to work across the United States every year in contract, contract-for-hire, and permanent placement roles. With more than 300 active clients, Genesis10 provides access to many of the Fortune 100 firms and a variety of mid-market organizations across the full spectrum of industry verticals.
For contract roles, Genesis10 offers the benefits listed below. If this is a perm-placement opportunity, our recruiter can talk you through the unique benefits offered for that particular client. Benefits of Working with Genesis10:
* Access to hundreds of clients, most who have been working with Genesis10 for 5-20+ years.
* The opportunity to have a career-home in Genesis10; many of our consultants have been working exclusively with Genesis10 for years.
* Access to an experienced, caring recruiting team (more than 7 years of experience, on average.)
* Behavioral Health Platform
* Medical, Dental, Vision
* Health Savings Account
* Voluntary Hospital Indemnity (Critical Illness & Accident)
* Voluntary Term Life Insurance
* 401K
* Sick Pay (for applicable states/municipalities)
* Commuter Benefits (Dallas, NYC, SF)

For multiple years running, Genesis10 has been recognized as a Top Staffing Firm in the U.S., as a Best Company for Work-Life Balance, as a Best Company for Career Growth, for Diversity, and for Leadership, amongst others. To learn more and to view all our available career opportunities, please visit us at our website.
Genesis10 is an Equal Opportunity Employer. Candidates will receive consideration without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.
#DIG10-OH

Genesis10 is an Equal Opportunity Employer/Minorities/Female/Disabled/Veteran

 

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