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Artificial Intelligence Architect

2 weeks ago

Vellore, Tamil Nadu, India beBeeArtificial Full time ₹ 2,00,00,000 - ₹ 2,50,00,000
Lead AI Engineer Opportunity

We are seeking a talented Lead AI Engineer to join our team.

The successful candidate will have expertise in GenAI application development, domain model fine-tuning capabilities, LLMOps proficiency, data engineering for AI applications, AI-ready cybersecurity knowledge, and genAI guardrails and ethics.

Key Responsibilities:
  1. GenAI Application Development Expertise
  • Programming Languages: Python
  • Development Tools: LangChain, LlamaIndex, LangFlow, Langgraph, LangSmith, Flowise
  • Techniques: RAG Techniques
  • Databases: Vector Databases (Pinecone, Weaviate, Qdrant)
  • Additional Technologies: Knowledge Graphs, FastAPI, Streamlit, Gradio
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
LLMOps Proficiency
  • Infrastructure & CI/CD: DevOps, Kubernetes, Docker, Git, Jenkins, GitLab, GitHub Actions
  • Monitoring & Management: Ray, SeldonCore, MLFlow, MLServer, Triton, BentoML, Prometheus, Grafana
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
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
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
Monitoring & Evaluation
  • Bleu, Rouge, Perplexity, BERT-Score etc.,