Data Developer: AI Pipelines & Vector DBs

DRW; Montreal (administrative region); On-site; CAD 80,000 - 110,000; Full time

Job summary

A leading trading firm in Montreal is looking for a Data Developer to join their AI and Multi Asset Systematic Strategies team. The role involves designing data pipelines for RAG systems and ensuring data is accessible for analytics and AI workloads. Candidates should have a Bachelor's or Master's degree in a related field, along with 2-5 years of experience building data systems, and strong proficiency in Python. This position offers a chance to work with innovative technologies in a dynamic work environment.

Qualifications

• 2-5 years building data systems and pipelines in production environments.
• Strong experience with RAG architectures, including vector databases.
• Familiarity with Docker, containerization, and orchestration platforms.

Responsibilities

• Design and build data pipelines for RAG systems.
• Build ingestion pipelines for structured and unstructured data sources.
• Develop data processing workflows to prepare and optimize datasets.

Skills

Data systems and pipelines

RAG architectures

Python

Embedding models

Distributed data processing frameworks

Data engineering best practices

Education

Bachelor's or Master's degree in Computer Science, Data Engineering, or related field

Tools

Milvus

ChromaDB

Pinecone

Weaviate

Qdrant

Airflow

Dagster

Prefect

Apache Spark

Ray

Dask

Docker

Job description

A leading trading firm in Montreal is looking for a Data Developer to join their AI and Multi Asset Systematic Strategies team. The role involves designing data pipelines for RAG systems and ensuring data is accessible for analytics and AI workloads. Candidates should have a Bachelor's or Master's degree in a related field, along with 2-5 years of experience building data systems, and strong proficiency in Python. This position offers a chance to work with innovative technologies in a dynamic work environment.