高级机器学习工程师
Senior Machine Learning Engineer
准备迎接挑战吗？
那么 Just Eat Takeaway.com 可能就是适合你的地方。我们是一个领先的全球在线食品配送平台，我们的愿景是赋能日常便利。无论是周五晚上的盛宴、健身后的 poke bowl，还是购买一些杂货，我们的技术平台将数以千万计的客户与全球数十万家餐厅、杂货和便利店合作伙伴连接起来。
关于这个职位：
作为高级机器学习工程师，你将在塑造我们机器学习基础设施的战略方向上发挥领导作用，主动识别创新和改进的机会。
你将推动开发前沿解决方案，提升我们机器学习系统的性能、可扩展性和可靠性。与数据科学团队合作，你将确保模型能够无缝部署，针对生产环境进行优化，并在大规模下满足最高标准的效率和准确性。
你还将负责设计和监督复杂机器学习流程的开发，管理实时和批量推理系统，这些系统是我们的预测平台的核心组成部分。你将与跨职能团队紧密合作，预判未来需求，推荐并实施符合我们业务目标的长期解决方案。
作为团队中的资深成员，你将指导中级机器学习工程师，提供技术支持，帮助在整个组织中建立最佳实践。你的专业知识将在全面代码审查中发挥关键作用，识别改进领域，并促进持续学习和协作的文化。
地点与工作模式：
- 加拿大：完全远程
- 欧洲：混合办公（每周3天在办公室，2天远程）——接受位于阿姆斯特丹、柏林或英国伦敦的候选人
以下是该职位的一些关键要素：
- 作为团队中的资深成员，你将指导中级机器学习工程师，提供技术支持，并帮助在整个组织中建立最佳实践。你的专业知识将在全面代码审查中发挥关键作用，识别改进领域，并促进持续学习和协作的文化。
- 除了技术执行，你还需要与技术和非技术利益相关者有效沟通，将复杂的机器学习概念转化为清晰的解释。
查看英文原文
Ready for a challenge?
Then Just Eat Takeaway.com might be the place for you. We’re a leading global online food delivery platform, and our vision is to empower everyday convenience. Whether it’s a Friday-night feast, a post-gym poke bowl, or grabbing some groceries, our tech platform connects tens of millions of customers with hundreds of thousands of restaurant, grocery and convenience partners across the globe.
About this role:
As a Senior ML Engineer you will take a leadership role in shaping the strategic direction of our machine learning infrastructure, proactively identifying opportunities for innovation and improvement.
You will drive the development of cutting-edge solutions that enhance the performance, scalability, and reliability of our machine learning systems. In collaboration with the Data Science team, you will ensure that models are deployed seamlessly, optimised for production environments, and meet the highest standards of efficiency and accuracy at scale.
You will also be responsible for architecting and overseeing the development of complex machine learning pipelines, managing both real-time and batch inference systems that are integral to our predictive platforms. You will work closely with cross-functional teams to anticipate future needs, recommending and implementing long-term solutions that align with our business objectives.
As a senior member of the team, you will mentor and guide mid-level Machine Learning Engineers, providing technical leadership and helping to shape best practices across the organisation. Your expertise will play a key role in conducting comprehensive code reviews, identifying areas for improvement, and fostering a culture of continuous learning and collaboration.
Location & Work Model:
- Canada: Fully Remote
- Europe: Hybrid (3 days on-site in our offices, 2 days remote) — Open to candidates based in Amsterdam, Berlin, or London, UK
These are some of the key ingredients to the role:
- As a senior member of the team, you will mentor and guide mid-level Machine Learning Engineers, providing technical leadership and helping to shape best practices across the organisation. Your expertise will play a key role in conducting comprehensive code reviews, identifying areas for improvement, and fostering a culture of continuous learning and collaboration.
- Beyond technical execution, you will be expected to communicate effectively with both technical and non-technical stakeholders, translating complex machine learning concepts into actionable business insights. You will present innovative solutions to key stakeholders, making compelling cases for new initiatives and guiding the strategic direction of our machine learning efforts.
- Finally, you will lead the integration of new technologies and tools into our infrastructure, staying ahead of industry trends and ensuring that our machine learning frameworks remain at the cutting edge of technological advancements.
What will you bring to the table?
- Expert-level proficiency with cloud technologies (ideally AWS) and extensive experience with containerization and orchestration (preferably Kubernetes).
- Deep understanding of software development, DevOps, and MLOps best practices, with a proven track record of applying them in production.
- Extensive experience in designing, deploying, and maintaining scalable models and services in production environments.
- Strong understanding of Machine Learning, with the ability to collaborate deeply with Data Scientists on model deployment and optimization.
- Experience with MLflow for experiment tracking and model management, and Airflow or Dagster for orchestrating end-to-end ML pipelines and workflows.
- Significant experience with Data Engineering, Kafka, and stream processing.
- Proficiency in Python and SQL; or any other programming languages is a strong plus.
At JET, this is on the menu:
Our teams forge connections internally and work with some of the best-known brands on the planet, giving us truly international impact in a dynamic environment.
Fun, fast-paced and supportive, the JET culture is about movement, growth and about celebrating every aspect of our JETers. Thanks to them we stay one step ahead of the competition.
Inclusion, Diversity & Belonging
No matter who you are, what you look like, who you love, or where you are from, you can find your place at Just Eat Takeaway.com. We’re committed to creating an inclusive culture, encouraging diversity of people and thinking, in which all employees feel they truly belong and can bring their most colourful selves to work every day.
What else are we delivering?
Want to know more about our JETers, culture or company? Have a look at our career site where you can find people's stories, blogs, podcasts and more JET morsels.
Note: All employees will be asked to sign a Consent for Disclosure of Personal Information in order to complete a background check. Job offers will be conditional upon results that the Company determines to be satisfactory.
Originally posted on Himalayas