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RemoteOntario, British Columbia or Alberta

Machine Learning Engineer

T
Twilio
Зарплата
$13,400–$16,700
Формат
Remote
О роли

Описание вакансии

About the company

Twilio is a global provider of cloud communications in CPaaS format. This role is on Twilio’s AI/ML Platform team and will build foundational AI/ML capabilities and common platform tooling for intelligent engagement experiences.

Responsibilities
  • Research and implement state-of-the-art LLM inference and orchestration.
  • Identify opportunities to leverage small language models via fine-tuning and distillation.
  • Build ML systems that work at Twilio scale.
  • Set standards and tooling for evaluations across AI/ML capabilities.
  • Rapidly acquire technical skills and knowledge in a fast-paced, high-delivery environment.
  • Use and integrate the latest AI development stacks to focus on core differentiation.
  • Own technically ambitious systems end to end and help evolve the company-wide ML/AI Ops foundation, including offline and online evaluations.
  • Improve management of LLM workloads and enable easy, compliant access to data for AI/ML exploration and product development.
Requirements
  • 8+ years of applied ML/AI experience, with a track record of owning technically ambitious systems end to end.
  • Comfortable operating in a 0-to-1 setting with ambiguous requirements and a strong bias for action.
  • Proficiency in Python.
  • Experience building cloud-based services on AWS, GCP, or Azure, with high-volume data, streaming or real-time inference paths, and a range of data stores.
  • Strong fundamentals in statistical machine learning algorithms, transformer models, and LLMs.
  • Extensive experience with ML Ops and LLM Ops patterns, including rigorous evaluation metrics for non-deterministic AI features at scale.
  • Strong communication and collaboration skills.
  • Familiarity with AI-assisted development tools such as Claude, Codex, GitHub Copilot, and Cursor.
  • Desired: experience building evaluations for autonomous agents and LLMs; building autonomous agents that handle multi-turn conversations and maintain long-term context and consistency; working in a globally distributed team; and evidence of technical leadership or impact through open-source contributions, presentations, blog posts, papers, or research.
Conditions
  • Remote role based in Ontario, British Columbia, or Alberta, Canada.
  • Occasional travel may be required for in-person project or team meetings. Employees may also be asked to attend ad-hoc team gatherings, functional off-sites, or customer meetings.
  • Estimated annual pay: $160,320–$200,400; target bonus: 12.5%. Starting salary depends on skills, experience, and geographic location.
  • Benefits include competitive pay, generous time off, parental and wellness leave, healthcare, and a retirement savings program. Additional compensation and benefits may include incentives, commissions, equity grants, health and wellness benefits, retirement contributions, and paid time off; offerings vary by location.
Стек и навыки

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