Jay Analytix

36 Jay Analytix Jobs Hiring Near You

Quantitative Developer Location: Toronto or Montreal (Canada) / New York or New Jersey (USA) Hybrid Employment Type: Contract About the Role We are seeking a Quantitative Developer with strong ...

Engagement Contract 12 months, renewable Domain Banking & Financial Services Locations Toronto, ON | Montreal, QC | Vancouver, BC | Calgary, AB Work Model Hybrid Start Immediate ABOUT THE ROLE We are ...

Experience 7+ Location: Halifax (Hybrid - 3 days office) * Strong understanding of Platform engineering PodsContainers and experience in managing multi cluster environments. * Must have sound ...

Develops and maintains backend banking applications using Core Java, focusing on performance, security, and financial transaction processing in a regulated environment.

QA Analyst/Engineer (Manual & Automation) Location: Halifax, Nova Scotia (Hybrid) Employment Type: Contract About the Role We are seeking an experienced QA Analyst/Engineer with expertise in both ...

QA Lead - Capital Markets Location: Montreal, Quebec (OR) Halifax, Noca Scotia (Hybrid) Job Type: Contract Experience Required: 7+ Years Domain: Capital Markets Work Authorization: Candidates must be ...

Experience 7+ Location: Halifax (Hybrid - 3 days office) * Strong understanding of Platform engineering PodsContainers and experience in managing multi cluster environments. * Must have sound ...

Location: Toronto OR Halifax Type: Contract Domain: Capital Markets *Only candidates with valid work authorization in Canada may apply.* What is the opportunity? As a solution engineer, you will be ...

Role Overview We are seeking a Python Developer with experience in pricing models and banking systems to build, enhance, and support applications used for valuation, risk analysis, and trading. The ...

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Jay Analytix Jobs Information

Infographic showing various job openings at Jay Analytix in the United States as of June 2026, with employment types broken down into 50% Full Time, and 50% Contract. Highlights an 64% Physical, and 36% Hybrid job distribution.

QA Lead - AI Systems & Models Testing

Jay Analytix

Montreal, QC

Contractor

Posted 29 days ago


Job description

QA Lead - AI Systems & Models Testing

Quality Assurance Artificial Intelligence Contract Position

Contract

Montreal, QC

AI / ML Testing

LLM / RAG / LangChain

ABOUT THE ROLE

We are seeking an experienced QA Lead with deep expertise in AI systems testing to join our team on a contract basis in Montreal, Quebec. This role sits at the intersection of quality engineering and artificial intelligence, requiring hands-on proficiency in LLM behavior analysis, RAG pipeline validation, and modern AI orchestration frameworks. You will own the end-to-end test strategy for complex AI products and help define quality standards in a rapidly evolving space.

MUST-HAVE SKILLS

  • Proven QA leadership experience designing and executing test strategies for AI/ML systems or LLM-powered applications.
  • Strong understanding of LLM internals: tokenization, embeddings, attention mechanisms, and inference behavior to anticipate and diagnose failure modes.
  • Hands-on experience with prompt engineering - constructing effective prompts, detecting hallucinations, and evaluating outputs across accuracy, tone, coherence, and bias dimensions.
  • Experience testing RAG pipelines and knowledge base integrations, including validation of data quality and retrieval accuracy as they impact model outputs.
  • Familiarity with vector database mechanics: similarity search thresholds, embedding drift, near-duplicate documents, and sparse vs. dense embeddings.
  • Practical experience with LangChain and/or LangGraph - able to read chain/graph construction code, identify failure points, and write test harnesses.
  • Ability to validate MCP (Model Context Protocol) integration points, including tool availability and error-handling scenarios.
  • Proficiency applying generative AI evaluation metrics and establishing quality thresholds appropriate for production AI systems.
  • Excellent written and verbal communication in English; bilingualism (English/French) is a plus for the Montreal market.

NICE-TO-HAVE SKILLS

  • Experience with bias detection and safety testing frameworks for AI systems.
  • Exposure to performance and scalability testing of vector databases under high load.
  • Familiarity with CI/CD pipelines for ML model deployment and automated regression testing.
  • Knowledge of responsible AI principles and AI governance frameworks.
  • Contributions to or experience with open-source AI testing or evaluation tooling (e.g., DeepEval, Ragas, PromptFlow).
  • Background in data engineering or data quality practices relevant to AI pipeline inputs.
  • Cloud platform experience (AWS, Azure, or GCP) in the context of deploying or testing AI workloads.

KEY RESPONSIBILITIES

  • Lead design and execution of comprehensive test strategies across AI systems, including prompt evaluation, output quality assessment, and bias/safety analysis.
  • Develop and maintain test harnesses for LangChain and LangGraph-based applications; review chain and graph construction code to proactively surface integration risks.
  • Validate RAG pipeline integrity - data ingestion, chunking, retrieval accuracy, and embedding consistency - and define edge-case coverage for vector database interactions.
  • Establish and track generative AI quality metrics and thresholds; report on model output quality across multiple evaluation dimensions.
  • Collaborate with ML engineers, data scientists, and product teams to embed quality practices throughout the AI development lifecycle.
  • Document test findings clearly for both technical and non-technical stakeholders.

Contract position based in Montreal, Quebec, Canada On-site / Hybrid

Employment Type: CONTRACTOR