AI/ML Lead (Senior Machine Learning Engineer– Full-time …, Moncton

AI/ML Lead (Senior Machine Learning Engineer– Full-time Leadership Role) Company:

Aurelian Venture

Type:

Full-Time, Contract, Hands‑on Technical Leadership

Compensation:

CAD $180,000– $250,000 base + significant equity + performance bonuses + comprehensive benefits

Start Date:

Immediate– Shape multiple high‑impact AI products from early stage

About Aurelian Venture

Aurelian Venture builds vertical AI platforms that deliver predictive intelligence for high‑stakes industries.

We create SaaS tools that forecast critical outcomes before they become costly problems or missed opportunities— using large‑scale public data, advanced NLP, RAG architectures, and probabilistic modeling.

Core Responsibilities:

Architect and lead development of large-scale RAG systems on domain‑specific document corpora (tens of thousands of PDFs/HTMLs)

Build advanced NLP pipelines for pattern detection, trend forecasting, risk/opportunity scoring, and citation‑aware remediation recommendations

Design probabilistic and time‑series models that handle noisy, imbalanced, evolving data with strong explainability

Guide architecture decisions that enable reuse across verticals while preserving domain specificity

Mentor engineers and collaborate with domain experts to ensure predictions are both technically robust and commercially valuable

Qualifications

Required:

7+ years hands‑on production ML experience, with emphasis on NLP and large unstructured document systems

Deep expertise building and optimizing RAG pipelines at scale (LangChain/LlamaIndex, chunking strategies, retrieval tuning)

Strong proficiency with modern ML stacks: PyTorch/Hugging Face Transformers, vector databases (Pinecone/Weaviate/FAISS), Python ecosystem

Experience leading technical direction and small‑to‑medium engineering efforts

Track record shipping explainable, reliable models in high‑stakes or regulated environments

Strongly Preferred:

Background in RegTech, LegalTech, ComplianceTech, FinTech AI, PharmaTech, or similar vertical intelligence platforms

Experience with large‑scale public document scraping, parsing, and metadata enrichment pipelines

Familiarity with MLOps best practices (MLflow, CI/CD, monitoring, cost optimization)

Why Aurelian Venture?

Work across multiple high‑growth verticals with shared technical DNA

Massive equity upside in an early‑stage company with proven pilots and paying customers

Lead and scale the AI function from the beginning

Remote‑first culture with flexibility and strong benefits

Opportunity to define the future of vertical predictive AI across regulated and high‑value industries

How to Apply

Email resume, GitHub/portfolio (especially RAG, NLP, or large‑document‑system projects), and a brief note on why vertical predictive intelligence excites you:

We review and respond within 48 hours.

Let’s build the next generation of domain‑specific predictive platforms — together.

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