Home/Jobs/AI Research Engineer: Reasoning & Retrieval

AI Research Engineer: Reasoning & Retrieval

Auric AI

Mumbai / Bengalore

3-5 years

Today

$24.1K–37.3K/yr

Full time

Onsite

Skills Required

RAG

Information Retrieval

Machine Learning

NLP

Description

Auric AI is building a reasoning system over millions of messy, multilingual intelligence documents, fully hosted in India on infrastructure they control. They are hiring one research engineer to own the architecture for reasoning and retrieval.

Company: Auric AI

Role: AI Research Engineer: Reasoning & Retrieval

Location: Bengaluru/Mumbai (Onsite)

Experience

No experience requirement
Built something that survived real, messy data
Can reason about language models and retrieval mechanically
Can explain why naive RAG fails on multi-hop temporal questions

Qualification

No degree requirement

Responsibilities

Own the architecture for a retrieval and reasoning system
Design retrieval that can bound its own recall
Build reasoning across many hops and sources




Surface contradictions rather than averaging them away
Propagate confidence explicitly through multi-step inference
Externalise, compress, and reconstruct work that exceeds the context window
Derive an approach for a hard open problem with no standard playbook
Measure the system honestly

Additional Responsibilities

Work with decades of documents in a dozen languages with no schema
Handle the same entity written five different ways
Ensure the system is interrogable by a person accountable for a decision
Build entirely on open-weight models without fine-tuning or external APIs
Work within an air-gapped, self-hosted environment

Nice To Have

Publication record
Repository that does something nobody asked for

More Skills

reasoning systems, retrieval, language models, multi-hop reasoning, temporal questions, decomposition, synthesis across sources, uncertainty propagation, architecture design, measurement

Other

No fine-tuning
No external APIs
Self-ho

📌 AI Research Engineer: Reasoning (Mumbai)
🏢 Top Gen AI Jobs
📍 Mumbai