Genty Recruitment
G2Top rated LATAM recruitment agency on G2 and Clutch

Hire RAG Pipeline Engineers in LATAM

Access pre-vetted RAG pipeline engineers from Latin America — vector search, embeddings, and retrieval experts who ground your AI in accurate, up-to-date data.

Vector DBs, embeddings, retrieval60–70% cost savings vs US3-month replacement guarantee

LATAM countries

Argentina flagArgentinaBrazil flagBrazilMexico flagMexicoColombia flagColombiaChile flagChile

RAG Skills

Pinecone / WeaviateEmbeddingsChunkingRerankingLangChainHybrid Search
GENTY Recruitment

RAG engineer hiring · LATAM

Trusted by 100+ businesses
Phonexa
Inaza
Bitso
Rave Digital
OYO
Rappi
Kavak
Konfio
Clara
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Phonexa
Inaza
Bitso
Rave Digital
OYO
Rappi
Kavak
Konfio
Clara
Clip

Everything you need to hire RAG pipeline engineers in LATAM

We assess RAG expertise — architecture design, chunking strategies, embedding models, retrieval quality, reranking, evaluation, and production performance optimization.

RAG Skills

RAG engineering assessment

We verify retrieval architecture, chunking optimization, and evaluation rigor — not just LangChain tutorial knowledge.

Vector DatabasesEmbedding ModelsChunking StrategiesReranking (Cross-encoder)Hybrid SearchLangChain / LlamaIndexDocument IngestionMetadata FilteringEvaluation (MRR, Recall)Query RoutingMulti-index RetrievalProduction Optimization
Industries

RAG engineers across sectors

From LegalTech document search to enterprise knowledge bases — RAG engineers for your data domain.

SaaSeCommerceAI / MLMartechCrypto / Web3
LATAM Markets

Hire RAG engineers across LATAM

Argentina, Brazil, Mexico — RAG engineers from companies building production retrieval systems.

Why hire in LATAM RAG Pipeline Engineers

Click on any card to learn more about the LATAM advantage.

Accurate grounded answers

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Our RAG engineers build retrieval systems that deliver accurate, grounded AI responses — proper chunking, relevant retrieval, and context selection that minimize hallucinations.

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Enterprise-scale retrieval

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They build RAG for millions of documents — efficient indexing, metadata-filtered search, access control, and hybrid retrieval that scales to enterprise knowledge bases.

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Timezone for quality iteration

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RAG quality requires iterative improvement. LATAM's 4–8 hour US overlap enables daily retrieval quality reviews and chunking strategy adjustments.

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60–70% lower than US salaries

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A senior RAG engineer earns $6,000–$10,000/month in LATAM vs $16,000–$25,000 in the US. Specialized retrieval expertise at competitive rates.

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Retrieval evaluation rigor

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Our engineers measure retrieval quality — MRR, recall@k, precision, and end-to-end answer quality metrics that provide objective improvement tracking.

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Hybrid search architecture

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They combine vector search with keyword search, metadata filtering, and reranking — multi-signal retrieval that outperforms any single approach.

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Your trusted partner for hiring RAG pipeline engineers in LATAM

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RAG engineering hiring by the numbers

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vetted RAG engineers

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RAG skills assessed

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LATAM countries

From document ingestion to context-aware generation — RAG engineers who ground your AI in accurate data.

React
Node.js
TSTypeScript
Python
AWS
GoGo
Java
Kubernetes
Docker
PostgreSQL
GraphQL
Rust
Vue.js
Angular
MongoDB
Redis
Terraform
Swift
React
Node.js
TSTypeScript
Python
AWS
GoGo
Java
Kubernetes
Docker
PostgreSQL
GraphQL
Rust
Vue.js
Angular
MongoDB
Redis
Terraform
Swift

How we find your perfect hire

100301531

Candidate funnel

/1 — Discovery Brief

We start every search with a detailed intake session to understand your role inside and out.

  • Tech stack, seniority, and team structure
  • Culture, working style, and timezone requirements
  • Compensation benchmarks for LATAM markets
  • Success criteria and interview process design
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Hiring shouldn't be this hard

Sound familiar? Click on any card to see what it really costs you.

AI hallucinating answers?

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Our RAG engineers build grounded systems — optimized chunking, relevant retrieval, citation generation, and answer verification that dramatically reduce hallucinations.

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Retrieval missing relevant docs?

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We screen for retrieval optimization — hybrid search, reranking, query expansion, and evaluation that improve recall and precision on your specific data.

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Weeks to find a RAG engineer?

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RAG engineering is in high demand. We maintain 280+ pre-vetted engineers and deliver first shortlists in 5–7 days.

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$220K+ for RAG engineers?

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US RAG engineers command $180K–$280K+. LATAM offers same retrieval expertise at $72K–$120K. Fixed-fee from $2,900.

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GENTY vs hiring RAG engineers alone

GENTY delivers pre-vetted RAG engineers with verified retrieval architecture, evaluation, and production skills.

GENTY Recruitment
Traditional agencies
RAG architecture, retrieval quality, and evaluation assessed
Resume matching for 'LangChain'
280+ pre-vetted RAG engineers in pipeline
Cold outreach starting from zero
First candidates in 5–7 business days
6–10 weeks to first qualified candidate
Fixed-fee pricing from $2,900 per hire
20–25% of annual salary ($15K–$55K)
3-month replacement guarantee included
No guarantee — restart if it doesn't work
Retrieval quality + production optimization verified
Tutorial-level RAG check
English C1/C2 + remote work readiness verified
Self-reported language proficiency

Top-rated on Clutch and G2 for quality, transparency, and results

Trusted by global startups and enterprises building teams in LATAM

5-star client satisfaction, verified by Clutch

Top Clutch Executive Search Mexico 2026
Top Clutch HR Recruiting Uruguay 2026
Top Clutch HR Recruiting Mexico City 2026
Top Clutch HR Recruiting Argentina 2026
G2 Clients Love Us

What our clients say

Daniel Maloney

CEO, Tailwind

Their communication was also strong, and they made the whole hiring process feel less stressful. GENTY helped us reduce hiring time and quickly filled roles with high-quality candidates who matched the required skills.

Bob Karlseng

CEO, Title Company

They knew the type of experience and temperament needed for the roles.

Kara Banosian

CMO, Stavvy

They did not simply post resumes; they provided us with candidates who were a real fit, saving us time and effort in the hiring process.

Matt Martin

CTO, Tech Startup

GENTY recruitment helped us quickly find software engineers. Their team was proactive and made scheduling effortless.

Paul Rees

CEO, Spikr

The best thing about GENTY Recruitment was that they really comprehended our company culture and needs. They presented a shortlist of candidates in a timely manner.

Keith Hales

CEO, InfoSystems, Inc.

Their strength was in understanding the technical depth of our roles while still focusing on cultural fit. Communication was clear and consistent throughout.

Lalit Mangal

CEO, Airmeet

Instead of just filling positions, they focused on bringing in people who could grow and evolve with us.

Carlo Gualandri

CEO, Soldo

Their project management was very professional.

Melissa K.

Head of TA, Enterprise Client

Reliable partner for building a strong team. We liked how organized and structured the process was.

Praful Chavda

Founder, Startup

They took time to understand our team dynamics, not just the job description.

Greg Williams

President, Audigent

The most impressive fact to us was that they knew our industry and hiring requirements well. They demonstrated excellent communication, timely delivery, and receptiveness to feedback.

David Hsu

CEO, Retool

They not only sent resumes but also brought us candidates who really matched what we were seeking.

Transparent pricing

Our pricing

Choose the service that fits your hiring needs. No hidden fees, no surprises.

Recruitment

from $2,900

Fixed-fee hiring for tech, sales & operations roles across LATAM

  • 3-month replacement guarantee
  • No upfront payments — pay on results
  • First candidates within 3–5 days
  • Pre-vetted & culturally screened
  • Dedicated recruiter assigned

Staffing

from $99/mo

We hire, onboard & manage — you focus on building your product

  • Per-employee monthly fee
  • Payroll, compliance & benefits handled
  • Onboarding & HR support included
  • Flexible scale up or down anytime
  • Dedicated account manager

Executive Search

Custom

C-level & VP hires for companies scaling in LATAM and beyond

  • Confidential & targeted headhunting
  • Leadership assessment & culture fit
  • Market mapping & competitor analysis
  • 6-month replacement guarantee
  • Board-ready candidate shortlists

Salary Benchmarking

Custom

Data-driven compensation insights for LATAM markets

  • Country & role-specific salary data
  • Percentile-based compensation bands
  • Benefits & equity benchmarking
  • Market trends & hiring insights
  • Custom PDF report delivered

FAQ

Frequently Asked Questions

Everything you need to know about working with GENTY Recruitment.

RAG pipeline engineers build retrieval-augmented generation systems — document ingestion, chunking, embedding, vector search, reranking, and context-aware LLM generation that ground AI responses in your data.

Pinecone, Weaviate, Qdrant, Chroma, pgvector, LangChain, LlamaIndex, embedding models (OpenAI, Cohere, BGE), and reranking models. We match based on your RAG stack.

We assess RAG architecture design, chunking strategies, embedding model selection, retrieval quality (recall, precision, MRR), reranking, evaluation frameworks, and production performance optimization.

Yes. Our RAG engineers build systems that ingest millions of documents — with efficient chunking, metadata filtering, hybrid search (vector + keyword), and access control for enterprise-grade RAG.

Senior RAG engineers in LATAM earn $6,000–$10,000/month — 60–70% less than US rates of $16,000–$25,000/month.

First shortlists in 5–7 business days. RAG engineering roles average 14–18 days from kickoff to signed offer.

Yes. RAG engineers iterate with product teams. LATAM's 4–8 hour overlap enables daily retrieval quality reviews and pipeline optimization.

Every placement comes with a 3-month replacement guarantee at no additional cost.

Looking to hire in RAG Pipeline Engineers from LATAM?
Contact Genty Recruitment

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