GenAI Architect

GenAI Architect || Fulltime || Edison, NJ

Job Description

Must Have Technical/Functional Skills
Mandatory

Skills:

1. GenAI Application Development Expertise
" Programming

Languages:

Python
" Development Tools:
Lang Chain, Llama Index, Lang Flow, Langgraph, Lang Smith, Flowise
" Techniques: RAG Techniques
" Databases:
Vector Databases (Pinecone, Weaviate, Qdrant)
" Additional Technologies:
Knowledge Graphs, FastAPI, Streamlit, Gradio
2. 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:
Hugging Face Datasets, Tensor Flow Datasets
3. LLMOps Proficiency
" Infrastructure & CI/CD:
Dev Ops, Kubernetes, Docker, Git, Jenkins, Git Lab, Git Hub Actions
" Monitoring & Management:
Ray, Seldon Core, MLFlow, MLServer, Triton, Bento

ML, Prometheus, Grafana
4. 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
5. 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
6. 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
Candidate will be working in AI Engineering group which is collectively responsible for product developments and AI infused automations.
Candidates need to lead the solution design discussion and arrive at best-in-class architecture by assessing all the pros
and cons across multiple technologies. Build design documentation and implementation.

Diverse Lynx LLC is an Equal Employment Opportunity employer. All qualified applicants will receive due consideration for employment without any discrimination. All applicants will be evaluated solely on the basis of their ability, competence and their proven capability to perform the functions outlined in the corresponding role. We promote and support a diverse workforce across all levels in the company.