
Job Overview
Location
Toronto, Canada
Job Type
Full-time
Category
Machine Learning Engineer
Date Posted
March 12, 2026
Full Job Description
đź“‹ Description
- • As an Applied AI Engineer at Rillet Technologies Inc., you will be at the forefront of innovation, designing and deploying cutting-edge AI systems that are fundamentally reshaping how finance and accounting teams operate. This pivotal role places you at the dynamic intersection of Large Language Models (LLMs), sophisticated ERP workflows, and critical financial data, where you will architect the intelligence layer that distinguishes Rillet from traditional, legacy ERP solutions.
- • You will be entrusted with end-to-end ownership of high-impact features, from the initial conceptualization and model integration through to the deployment and maintenance of robust infrastructure. The solutions you build will be instrumental in empowering finance teams at leading high-growth companies such as Neuralink, Kickstarter, and Windsurf, becoming an integral part of their daily operations.
- • Your responsibilities will encompass the full lifecycle of AI feature development. This includes building and shipping production-ready AI features across Rillet's comprehensive ERP platform. These features will span a range of advanced applications, including intelligent AI agents designed to automate complex tasks, sophisticated structured data extraction capabilities to streamline information processing, and intelligent automation solutions tailored for intricate accounting workflows.
- • A significant aspect of your role will involve the design, implementation, and ongoing maintenance of the critical infrastructure that underpins our AI operations. This includes managing and scaling LLM inference pipelines, developing and optimizing fine-tuning processes for our models, and architecting and maintaining Retrieval-Augmented Generation (RAG) systems to ensure efficient and accurate information retrieval.
- • Collaboration will be key to your success. You will work closely with product managers and fellow engineering teams to translate the complex, nuanced requirements of finance and accounting workflows into elegant, AI-driven solutions. This cross-functional partnership ensures that our AI capabilities are not only technically sound but also deeply aligned with user needs and business objectives.
- • You will also play a crucial role in enhancing the overall quality and efficiency of Rillet's AI systems. This involves developing internal tooling and robust evaluation frameworks that systematically measure and improve the speed, accuracy, and reliability of our AI models and applications.
- • Continuous improvement will be a core tenet of your work. You will actively drive the enhancement of model performance through strategic prompt engineering, iterative fine-tuning based on real-world data, and systematic experimentation to identify and implement the most effective approaches.
- • This role demands a blend of deep technical expertise and a strong product-oriented mindset. You will need to possess excellent product instincts, consistently thinking about the user impact and business value of the AI systems you develop, rather than focusing solely on technical correctness. Your contributions will directly influence the speed, accuracy, and insight that finance teams can achieve, enabling them to run their companies' numbers with unprecedented efficiency and clarity.
- • The ideal candidate will thrive in a fast-paced, AI-native environment where intelligence, extreme speed, agency, and flexibility are paramount. You will be empowered to internalize the company's mission, devise strategic approaches, and deliver results that exceed expectations, demonstrating creativity and initiative in every aspect of your work.
- • By joining Rillet, you will be part of a team dedicated to empowering the financial core of the world's fastest-growing companies, making a tangible impact on their success through the power of AI.
Skills & Technologies
Python
Data Science
Remote
About Rillet Technologies Inc.
Rillet Technologies is a San Francisco-based company that provides cloud-native ERP and financial software for high-growth SaaS and technology businesses. Its platform automates revenue recognition, billing, general ledger, AR/AP and reporting in a single, real-time database, eliminating spreadsheets and manual close processes. Built by former Stripe and Big-4 accountants, the system natively integrates with Salesforce, HubSpot, and Stripe to give CFOs and controllers continuous visibility into performance metrics and GAAP compliance.



