9 дней назад
Machine Learning Engineer - Financials (AI)
128 000 - 192 000CAD
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Engineer - Financials (AI) (Python/LLMs/RAG): Building production-grade machine learning features for enterprise financial and accounting systems, including intelligent document processing, reasoning agents, and automated customer workflows with an accent on model development, APIs, scalability, and observability. Focus on designing information retrieval and natural language understanding systems, deploying ML services on cloud and Kubernetes platforms, and solving ambiguous problems across the full product lifecycle.
Location: Vancouver, British Columbia, Canada; hybrid Flex Work with at least 50% of each quarter spent in the office or in the field with customers, prospects, or partners.
Annual base salary: CAD 128,000–192,000, with potential eligibility for a bonus plan, role-specific commission or bonus, and annual refresh stock grants.
Company
is a Fortune 500 company and AI platform for managing people, money, and business operations.
What you will do
- Explore, design, implement, deploy, evaluate, and scale machine learning features.
- Build intelligent user experiences using generative AI, large language models, natural language understanding, and information retrieval.
- Develop ML models, APIs, and production services across ’s ML infrastructure.
- Process business documents and automate critical customer workflows.
- Improve service observability and manage the full lifecycle of ML products and services.
- Serve as a technical role model for junior engineers and provide technical leadership.
Requirements
- 5+ years of experience building and evaluating applied machine learning products at scale through research, design, implementation, and production.
- 5+ years of professional Python experience with numeric libraries and production code and model delivery.
- 5+ years of experience with cloud computing platforms such as AWS or GCP.
- 5+ years of experience building information retrieval systems and scalable ML services on platforms such as Kubernetes.
- Experience with scikit-learn, Pandas, PySpark, PyTorch, TensorFlow, statistical analysis, machine learning algorithms, and natural language processing.
- 3+ years of experience with LLMs, RAG, and AI agents, plus a bachelor’s degree in a relevant technical field or equivalent experience.
Nice to have
- Master’s degree or PhD in engineering, data or computer science, physics, mathematics, or a related field.
- Experience with recommendation systems, autonomous agents, and orchestration frameworks.
Culture & Benefits
- Flexible hybrid work combining office, field, and remote work arrangements.
- Access to substantial computing resources and rich datasets.
- Potential bonus, commission or role-specific incentive compensation, and annual refresh stock grants.
- Reasonable accommodations are available throughout the application process.
- Equal opportunity employment with consideration for qualified applicants with arrest and conviction records where applicable.
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