Senior AI Architect

17 hours ago

Palakkad, Kerala, India beBeeArtificialIntelligence Full time ₹ 1,50,00,000 - ₹ 2,50,00,000
Job Opportunity: AI Architect

We are seeking a highly skilled and experienced AI architect to join our team. The ideal candidate will have 8-15 years of experience in developing and deploying AI models.

  • Key Responsibilities:
  • Fine-tune domain models for optimal performance
  • Maintain proficiency in LLM Ops, data engineering, and AI-ready cybersecurity knowledge
  • Implement genAI guardrails and ethics
  • Monitor and evaluate AI model performance
  • Mandatory Skills:
  • Programming languages: Python
  • Development tools: LangChain, LlamaIndex, LangFlow, Langgraph, LangSmith, Flowise
  • Techniques: RAG Techniques
  • Databases: Vector Databases (Pinecone, Weaviate, Qdrant)
  • 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
  • Infrastructure & CI/CD:
  • DevOps, Kubernetes, Docker, Git, Jenkins, GitLab, GitHub Actions
  • Monitoring & Management:
  • Ray, SeldonCore, MLFlow, MLServer, Triton, BentoML, Prometheus, Grafana
  • 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
  • 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
  • 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
  • Metrics:
  • Bleu, Rouge, Perplexity, BERT-Score etc.

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