Software Engineer Generative AI

4 - 6 years

6 - 8 Lacs

Posted:1 month ago| Platform: Naukri logo

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Job Type

Full Time

Job Description

Design & build

GenAI/LLM systems

(LLM, RAG, agent-based apps).Architect and optimize

distributed, cloud-based AI solutions

.
Manage

vector search

(OpenSearch, vector DBs, PostgreSQL, Kafka) and ingestion pipelines.
Implement

fine-tuning

(LoRA/QLoRA, instruction tuning) and

advanced prompting

.
Develop reusable frameworks, evaluation methods, and production-quality pipelines.
Troubleshoot across ML lifecycle (data prep, training, fine-tuning, serving).
Mentor engineers and ensure engineering best practices (testing, security, reliability).
Required Skills & Qualifications
BS/MS in CS or related field; 4

+ years in distributed/cloud software

.
Hands-on with

LLMs, RAG architectures, and GenAI techniques

.
Strong in

Python, shell scripting

, and ML frameworks (

LangChain, LlamaIndex, MLflow, Kubeflow, KServe, Triton

).
Expertise in

vector databases, retrieval systems, and orchestration tools

.
Experience in

model optimization, inference scaling, and serving

.
Familiarity with

cloud platforms (AWS/Azure/GCP)

and modern MLOps practices.
Strong communication skills; ability to work with product, research, and customer teams.
  • Preferred Skills
Advanced degree (MS/PhD).
Depth in

RAG architecture & vector search solutions

.
Experience with

multimodal models

,

DeepSpeed

,

FasterTransformer

, PyTorch/JAX/TensorFlow.
Track record of

publications or speaking engagements

.
 

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