Senior Machine Learning Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Machine Learning Engineer (AI): Developing next-generation agentic AI systems and LLM-powered workflows to augment contact center operations with an accent on RAG pipelines, system quality, and reliability. Focus on designing complex multi-step reasoning architectures, optimizing LLM performance in production, and building scalable frameworks for real-time actionable intelligence.
Location: Must be based in the US or Canada
Company
is an AI-powered platform transforming contact centers by combining human and artificial intelligence to automate processes and unlock customer insights.
What you will do
- Architect and deploy intelligent, multi-step agent workflows that combine real-time guidance, retrieval, and automated actions.
- Design and optimize LLM-powered systems including RAG pipelines and domain-adapted models.
- Develop evaluation strategies such as offline benchmarking and LLM-as-a-judge methodologies for non-deterministic systems.
- Diagnose and mitigate failure modes including hallucinations, context drift, and retrieval errors.
- Define and track critical quality metrics such as accuracy, faithfulness, latency, and cost.
- Collaborate with cross-functional teams to integrate AI capabilities into the core platform and mentor fellow engineers.
Requirements
- Must be based in the US or Canada
- 5–8+ years of industry experience building and deploying machine learning systems in production, including significant LLM experience.
- Strong expertise in NLP, Generative AI, transformer architectures, and embedding systems.
- Proven experience designing and deploying RAG systems in enterprise environments.
- Proficiency with modern ML frameworks like PyTorch or TensorFlow and distributed cloud infrastructure.
- Strong technical leadership skills with a track record of influencing cross-functional decisions.
Culture & Benefits
- Comprehensive medical, dental, and vision insurance plans for employees and their families.
- Paid parental leave to support work-life balance.
- Monthly health and wellness allowance.
- Work from home office stipend.
- Paid Time Off (3 weeks in Canada).
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