GenAI Architect

Overview

Remote
Up to $160,000
Full Time

Skills

Generative Artificial Intelligence (AI)
Machine Learning (ML)
Artificial Intelligence
Modeling
LangChain
LangFlow
LlamaIndex
Application Development
Continuous Delivery

Job Details

We are Hiring for,
Position : GenAI Architect (Fulltime)

Location : Jacksonville, FL (Remote)

Job Description

Mandatory Skills:

  1. GenAI Application Development Expertise
  • Programming Languages: Python
  • Development Tools: LangChain, LlamaIndex, LangFlow, Flowise
  • Techniques: RAG Techniques
  • Databases: Vector Databases (Pinecone, Weaviate, Qdrant)
  • Additional Technologies: Knowledge Graphs, FastAPI, Streamlit, Gradio
  1. Domain Model Fine-Tuning Capabilities
  • Languages & Libraries: Python, Data Engineering, OSS LLMs (Llama2, Mixtral, GPT-Neo, GPT-J)
  • Tokenization & Frameworks: Tokenizers (SentencePiece, Hugging Face Tokenizers), Fine-tuning Frameworks (Hugging Face Transformers, PyTorch Lightning)
  • Datasets: HuggingFace Datasets, TensorFlow Datasets
  1. LLMOps Proficiency
  • Infrastructure & CI/CD: DevOps, Kubernetes, Docker, Git, Jenkins, GitLab, GitHub Actions
  • Monitoring & Management: Ray, SeldonCore, MLFlow, MLServer, Triton, BentoML, Prometheus, Grafana
  1. Data Engineering for AI Applications
  • Data Processing & Management: Python, Apache Spark, Apache Kafka, AWS S3, Azure Data Lake Storage (ADLS), Delta Lake
  • Workflow Automation: Apache Airflow, dbt, Apache NiFi, Fivetran, Airbyte, Great Expectations
  • Data Catalogs: Amundsen, Collibra, Alation
  1. AI-Ready Cybersecurity Knowledge
  • Threat Modeling & Security: AI-Specific Threat Modeling Tools, Secure ML Pipeline Tools, API Security Tools
  • Monitoring & Prevention: AI Security Monitoring Tools, Prompt Injection Prevention Libraries, Adversarial Example Detection Libraries
  1. GenAI Guardrails and Ethics
  • Ethics & Fairness: AI Ethics Frameworks and Tools, Bias Detection and Mitigation Tools, Fairness Metrics Libraries
  • Privacy & Security: Privacy-Preserving Machine Learning Libraries, Robustness and Security Tools
  • Transparency & Governance: Model Interpretability Libraries, AI Governance Frameworks and Tools

Roles & Responsibilities

  • 1 ) POC , POT , POV
  • 2 ) Presales
  • 3 ) Competency development
  • Generic Managerial Skills, If any
  • Team management

Rahul Bharati

Sr. Consultant (Recruitment Wing) | Consulting & Technology

|| M: +1

Stanley David and Associates

Employers have access to artificial intelligence language tools (“AI”) that help generate and enhance job descriptions and AI may have been used to create this description. The position description has been reviewed for accuracy and Dice believes it to correctly reflect the job opportunity.

About Stanley David and Associates