CoinMarketCap Logo

CoinMarketCap

AI/RAG engineer

Reposted 24 Days Ago
In-Office or Remote
10 Locations
Mid level
In-Office or Remote
10 Locations
Mid level
The role involves building AI search agents, creating RAG pipelines, optimizing vector search technologies, and automating evaluation processes.
The summary above was generated by AI
Job Responsibilities
1. Building AI search agents- including ReAct, planning, and multi-agent architectures via custom implementation or frameworks like LangGraph, Dify, or CrewAI.
2. Building end-to-end RAG pipelines from ingestion, chunking, embeddings, and hybrid vector search, ideally using Opensearch. 
3. Operating and monitoring vector/hybrid indexes (e.g. OpenSearch) in production environments.
4. Implement grounding and citation to link generated answers back to their exact source passages.
5. Automate evaluation using synthetic QA, retrieval-hit-rate tracking, and model-critique loops to continuously measure accuracy and detect drift.
6. Orchestrating external tools or knowledge bases and monitoring latency and cost at production scale.

Qualifications
1. Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field.
2. 3+ years of experience in developing AI systems, with a focus on retrieval-augmented generation (RAG).
3. Proven track record in building and optimizing end-to-end RAG pipelines.
4. Experience with AI search agent development using frameworks like ReAct, LangGraph, Dify, or CrewAI.
5. Hands-on experience with OpenSearch or similar vector search technologies.
6. Proficiency in Python and relevant machine learning frameworks (e.g., PyTorch, TensorFlow).
7. Strong understanding of data ingestion, chunking, embeddings, and hybrid vector search techniques.
8. Experience with monitoring and managing production environments.
9. Knowledge of grounding and citation techniques in AI-generated content.
10. Familiarity with synthetic QA datasets and evaluation metrics.

Top Skills

Crewai
Dify
Langgraph
Opensearch
Python
PyTorch
TensorFlow

Similar Jobs

3 Hours Ago
Remote or Hybrid
Ontario, ON, CAN
Mid level
Mid level
Automotive • Big Data • Information Technology • Robotics • Software • Transportation • Manufacturing
The District Service Manager oversees dealership liaising, business plan execution, and compliance with service policies to enhance customer experiences. Responsibilities include training, audits, and collaboration with dealership staff.
5 Hours Ago
Remote
Ontario, ON, CAN
Expert/Leader
Expert/Leader
Fintech • Financial Services
As a Principal Software Engineer, you will architect and lead the implementation of scalable systems, oversee engineering excellence, mentor teams, and drive cross-functional projects to support business growth.
Top Skills: GoPythonRuby
5 Hours Ago
Remote
Ontario, ON, CAN
Senior level
Senior level
Fintech • Financial Services
The Staff Software Engineer will lead technical initiatives, design complex systems, mentor engineers, and enhance code quality across teams.
Top Skills: AIBackend SystemsDistributed SystemsMl

What you need to know about the Dublin Tech Scene

From Bono and Oscar Wilde to today's tech leaders, Dublin has always attracted trailblazers, with more than 70,000 people working in the city's expanding digital sector. Continuing its legacy of drawing pioneers, the city is advancing rapidly. Ireland is now ranked as one of the top tech clusters in the region and the number one destination for digital companies, with the highest hiring intention of any region across all sectors.

Sign up now Access later

Create Free Account

Please log in or sign up to report this job.

Create Free Account