AI/ML Lead (Senior Machine Learning Engineer – Full-time Leadership Role)Company: Aurelian Venture Type: Full-Time, Contract, Hands‐on Technical LeadershipCompensation: CAD $180,000 – $250,000 base + significant equity + performance bonuses + comprehensive benefitsStart Date: Immediate – Shape multiple high‐impact AI products from early stageAbout Aurelian VentureAurelian 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/prospect scoring, and citation‐aware remediation recommendationsDesign probabilistic and time‐series models that handle noisy, imbalanced, evolving data with strong explainabilityGuide architecture decisions that enable reuse across verticals while preserving domain specificityMentor engineers and collaborate with domain experts to ensure predictions are both technically robust and commercially valuableQualificationsRequired:7+ years hands‐on production ML experience,



with emphasis on NLP and large unstructured document systemsDeep 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 ecosystemExperience leading technical direction and small‐to‐medium engineering effortsTrack record shipping explainable, reliable models in high‐stakes or regulated environmentsStrongly Preferred:Background in RegTech, LegalTech, ComplianceTech, FinTech AI, PharmaTech, or similar vertical intelligence platformsExperience with large‐scale public document scraping, parsing, and metadata enrichment pipelinesFamiliarity with MLOps best practices (MLflow, CI/CD, monitoring, cost optimization)Why Aurelian Venture?Work across multiple high‐growth verticals with shared technical DNAMassive equity upside in an early‐stage company with proven pilots and paying customersLead and scale the AI function from the beginningRemote‐first culture with flexibility and strong benefitsOpportunity to define the future of vertical predictive AI across regulated and high‐value industriesHow to ApplyEmail 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. #J-18808-Ljbffr

📌 Ai/Ml Lead (Senior Machine Learning Engineer – Full-Time Leadership Role) (Toronto)
🏢 Aurelian Venture AI
📍 Toronto