Job Title

AI/ML Lead (Senior Machine Learning Engineer Full-time Leadership Role) Company: Aurelian Venture Type: Full-Time, Contract, Handson Technical Leadership Compensation: CAD $180,000 $250,000 base + significant equity + performance bonuses + comprehensive benefits Start Date: Immediate Shape multiple highimpact AI products from early stage About Aurelian Venture Aurelian Venture builds vertical AI platforms that deliver predictive intelligence for highstakes industries. We create SaaS tools that forecast critical outcomes before they become costly problems or missed opportunities using largescale public data, advanced NLP, RAG architectures, and probabilistic modeling. Core Responsibilities: Architect and lead development of large-scale RAG systems on domainspecific document corpora (tens of thousands of PDFs/HTMLs) Build advanced NLP pipelines for pattern detection, trend forecasting, risk/opportunity scoring, and citationaware remediation recommendations Design probabilistic and timeseries 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 handson 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 smalltomedium engineering efforts Track record shipping explainable, reliable models in highstakes or regulated environments Strongly Preferred: Background in RegTech, LegalTech, ComplianceTech, FinTech AI, PharmaTech, or similar vertical intelligence platforms Experience with largescale 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 highgrowth verticals with shared technical DNA Massive equity upside in an earlystage company with proven pilots and paying customers Lead and scale the AI function from the beginning Remotefirst culture with flexibility and strong benefits Opportunity to define the future of vertical predictive AI across regulated and highvalue industries How to Apply Email resume, GitHub/portfolio (especially RAG, NLP, or largedocumentsystem projects), and a brief note on why vertical predictive intelligence excites you: We review and respond within 48 hours. Lets build the next generation of domainspecific predictive platforms together. #J-18808-Ljbffr