Machine Learning Engineer (Agentic AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Machine Learning Engineer (Agentic AI) (LLM/Python): Building and optimizing ML models and agentic systems for workforce management with an accent on multi-agent orchestration, function calling, and RAG. Focus on transforming research prototypes into observable production workflows and implementing high-fidelity evaluation suites.
Location: London, United Kingdom (Flexible remote)
Company
from Xero is a leading digital solution that uncomplicates everyday scheduling and workforce management for businesses and shift workers globally.
What you will do
- Build and optimize ML models and robust feature pipelines based on real business metrics.
- Design and ship agentic systems utilizing tool use, function calling, and multi-agent orchestration.
- Deploy and operate model services in production, optimizing for cost and latency via caching and quantization.
- Establish rigorous evaluation frameworks, including LLM-as-judge and regression suites.
- Collaborate on transitioning research prototypes into reliable, observable production workflows.
Requirements
- 3–5 years of experience designing and deploying ML or data systems in production environments.
- Strong proficiency in Python, specifically with NumPy and pandas.
- Hands-on experience with LLM applications and agentic architectures (RAG, planning workflows).
- Experience with data tooling such as SQL, dbt, and Snowflake or Databricks.
- MSc or equivalent experience in a quantitative field.
- Must be based in the United Kingdom to align with office and benefits structures.
Culture & Benefits
- Comprehensive benefits including pension, health insurance, and generous vacation.
- Participation in an Employee Share Plan.
- Flexible remote work arrangement.
- Growth and progression opportunities within a high-impact team.
- Strong social culture with frequent team and company activities.
- Commitment to a healthy work-life balance and an autonomous approach to work.
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