GEN AI Architect
2 weeks ago
ExperienceRequired: 8-10 years
PositionType: Contract
WorkMode: Remote,Delhi NCR,Bengaluru,Chennai,Pune,Kolkata,Ahmedabad, Mumbai, Hyderabad
ShiftTiming: Flexible can start between 11 AM to 2 PM IST, end between 8 PM to 11 PM IST
3MustSkills: Gen AI, AWS, SQL
Key Responsibilities
NLP Expertise: Strong foundation in NLP methods text classification, sentiment detection, entity recognition.
RAG Expertise: Proficiency with Retrieval-Augmented Generation (RAG); experience with vector databases (Weaviate, Pinecone).
LLM Applications: At least 1 year experience building LLM-based applications using 3rd-party models (OpenAI, Anthropic).
Prompt Engineering: Skilled in prompt engineering, crafting function calls, building conversational AI apps.
Advanced LLM Techniques: Familiarity with zero-shot, few-shot learning, and fine-tuning.
Python Programming: Extensive Python programming expertise to implement complex solutions.
GenAI Libraries: Experience with Langchain, HuggingFace.
Version Control: Proficient with Git and collaborative workflows.
Data Preparation: Manage large structured & unstructured datasets.
ML Deployment: Deploy, scale, and monitor ML/LLM models in live environments.
Collaboration: Occasional overlap with US Eastern Time for team collaboration.
DesiredExperience
OpenSourceLLMs: Experience with frameworks like Llama or Mistral.
RegulatedSectorExperience: Prior experience with data in regulated sectors (Healthcare, Banking).
TechnicalSkillsAndCapabilities
APIDevelopment: RESTful API design & development (Python-FastAPI).
JavaScriptExpertise: Frontend & backend development using JavaScript + frameworks.
Microservices Architecture: Architect scalable microservices-based solutions.
GenerativeAILandscape: Deep understanding of RAG, vector embeddings, LLMs, OSS AI tools.
CloudPlatforms: AWS / Azure / GCP deep understanding of cloud data services.
DatabaseExpertise: SQL & NoSQL database design and optimization.
DataStreaming: Kafka / Azure Event Hub / AWS Kinesis experience.
AgilePractices: Experience with Agile development, Git, Jenkins, Azure DevOps.
CICDPipelines: Ability to build/manage CI/CD pipelines.
CommunicationSkills: Strong team collaboration, technical & non-technical stakeholder engagement.
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