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SIXT

Global car rental, subscription, and mobility

Senior Machine Learning Engineer

Applied Machine LearningUpdated on Nov 13
Full-timeLisbon, PortugalNo salary listed

About the Job

Requirements

  • You have shipped and operated machine learning systems in production for 3+ years and understand training/serving skew, leakage, drift, and silent degradation.
  • You are fluent in Python, SQL, and one additional programming language such as Go or Java, and can read, review, and debug production code.
  • You can design contracts between data, models, and consumers, and reason about latency, cost, and failure.
  • You understand forecasting, regression, and optimization well enough to challenge model designs and recognize incorrect models in production.
  • You can define acceptance criteria, orchestrate coding agents for implementation, quality assurance, and security, and review their outcomes.
  • You have hands-on experience with containers, orchestration, continuous integration/continuous delivery, model registries, and a major cloud platform.
  • You communicate fluently in English across cultures and can explain trade-offs in business terms.

Responsibilities

  • Build machine learning systems with Data Scientists from initial design through validated production outcomes.
  • Own system design and architecture, including consistent feature computation and serving, prediction flows, and the integration of training, serving, and retraining.
  • Deploy models safely using offline evaluation, shadow runs, champion/challenger methods, and rollback, and operate what you ship.
  • Define machine learning system quality through automated checks and alerts, and investigate root causes to prevent recurring issues.
  • Connect the team's needs with the MLOps platform, relay platform standards to the team, and co-own templates and tooling that speed up subsequent use cases.
  • Set the engineering bar, design how coding agents execute the machine learning lifecycle from data preparation to deployment, and develop production practices with Data Scientists.

Desired Qualifications

  • Infrastructure as code experience is a plus.
  • Experience with AWS is preferred.

About the Company

SIXT

Global car rental, subscription, and mobility

SIXT provides car rental and car subscription services for individuals and businesses, supported by a global network of 2,000+ stations in over 105 countries. Its products include short-term rentals, long-term rentals, and subscription plans, plus business mobility solutions that help companies manage fleets without owning vehicles. How it works: customers choose a vehicle type and rental duration, from minutes to up to 27 days, aided by an intelligent pricing system and optional services like insurance and maintenance. The company distinguishes itself with a broad international footprint, a wide range of premium vehicles, flexible terms, transparent pricing with no hidden costs, and a focus on customer service. Its goal is to provide flexible, affordable mobility solutions worldwide that make accessing a car easy for individuals and businesses.

Company size
Not listed
Company stage
IPO
Headquarters
Pullach im Isartal, Germany
Founded
1912

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