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RapidBrains
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Generative AI Architect

Generative AI Architect

RapidBrains

10 years

0 Lacs

noida uttar pradesh india

Posted:1 week ago| Platform:

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Skills Required

ai design evaluation summarization chat aws azure openai gcp vertex monitoring model versioning research data governance masking audit coding sagemaker orchestration mlflow airflow docker kubernetes metrics communication leadership architecture

Work Mode

On-site

Job Type

Contractual

Job Description

Job Title : Generative AI Architect

Experience:

Location:

Contract Duration:

Openings:

Overview

Generative AI Architect

Key Responsibilities

Architect and implement secure, scalable GenAI solutions using
LLMs
(GPT, Claude, LLaMA, Mistral).
Build
RAG pipelines
with LangChain, LlamaIndex, FAISS, Weaviate, ElasticSearch.
Lead
prompt engineering
and set up evaluation frameworks for accuracy & safety.
Develop
reusable GenAI modules
(function calling, summarization, document chat, Q&A).
Deploy workloads on
AWS Bedrock, Azure OpenAI, and GCP Vertex AI
.
Ensure
monitoring & observability
with Grafana, Prometheus, OpenTelemetry.
Apply
MLOps best practices
(CI/CD, model versioning, rollback).
Research
emerging trends
(multi-agent systems, autonomous agents, fine-tuning).
Implement
data governance & compliance
(PII masking, audit logs, encryption).

Required Skills & Experience

8+ years in
AI/ML
, including 2–3 years in
LLMs / GenAI
.
Strong coding in
Python
with Hugging Face Transformers, LangChain, OpenAI SDKs.
Expertise in
Vector Databases
(Pinecone, FAISS, Qdrant, Weaviate).
Hands-on with
cloud AI platforms
– AWS SageMaker/Bedrock, Azure OpenAI, GCP Vertex AI.
Experience building
RAG pipelines & chat-based applications
.
Familiarity with
agents, orchestration frameworks
(LangGraph, AutoGen, CrewAI).
Knowledge of
MLOps stack
(MLflow, Airflow, Docker, Kubernetes, FastAPI).
Understanding of
prompt security
(injection mitigation, hallucination control).
Experience in
LLMOps
& GenAI evaluation metrics (BERTScore, BLEU, GPTScore).
Excellent
communication & leadership skills
for architecture discussions and mentoring.

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