Gen AI Architect

Overview

Remote
$140,000 - $180,000
Full Time

Skills

Generative Artificial Intelligence (AI)
GenAI
Gen AI
Generative AI
Kubernetes
LangChain
Data Lake
DevOps
Docker
Machine Learning (ML)
Management
Microsoft Azure
Continuous Delivery
Continuous Integration
Cyber Security
Data Engineering
Apache NiFi
Apache Spark
Application Development
Artificial Intelligence
GitLab
Grafana
Jenkins
LangFlow
LlamaIndex
Modeling
Operations Support Systems
Privacy
PyTorch
Python
Storage
Team Management
Amazon S3
Amazon Web Services
Apache Airflow
Apache Kafka
Adobe AIR
API
Git
GitHub
TensorFlow
Threat Modeling
Vector Databases

Job Details

Job Role: GenAI Architect

Location: Jacksonville, FL / Remote


Job Description:

Must Have Technical/Functional Skills

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, Stream lit, Gradio
  1. Domain Model Fine-Tuning Capabilities
  • Languages & Libraries: Python, Data Engineering, OSS LLMs (Llama2, Mixtral, GPT-Neo, GPT-J)
  • Tokenization & Frameworks: Tokenizers (Sentence Piece, 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, Seldon Core, MLflow, ML Server, Triton, Bento ML, 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, Air byte, 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

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