Software Engineer, Data and Orchestration

Wayve; Greater London; Hybrid; GBP 90,000 - 130,000; Full time

Benefits offered by this job

Hybrid work model

Equity/Stock options

Relocation support

Learning & development budgets

Health insurance

Job summary

Wayve ищет инженера по данным в Лондоне для эволюции платформы конвейеров данных и оркестрации. Ваша работа охватит переработку Harness и создание новой DAG-ориентированной системы для обработки больших объемов данных автономного вождения.

Работа предполагает работу в гибридном формате, взаимодействие с командами и партнерскими подразделениями, участие в разработке инструментов и оптимизации производительности инфраструктуры. Опыт с Kafka и крупномасштабными данными приветствуется.

Qualifications

• Разработка и поддержка production-grade систем.
• Профессиональные навыки Python.
• Опыт работы с крупномасштабными распределенными системами и данными.
• Практики тестирования: модульное/интеграционное, TDD, data-driven development.
• Знание Apache Kafka.
• Знание баз данных и хранилищ данных (Postgres, ClickHouse).
• Опыт инфраструктуры ML и пакетной обработки.
• Опыт с Ray, Flyte или Spark.
• Умение превращать требования партнеров в масштабируемые решения.
• Готовность к межкомандному сотрудничеству.

Responsibilities

• Проектирование и развитие масштабируемой конвейерной инфраструктуры данных.
• Обновление Harness и создание DAG-основанной системы оркестрации.
• Разработка инструментов для упрощения ingest/processing/inference.
• Обеспечение параллельной работы сотен задач и корректности выходных данных.
• Поддержка пакетной инференции и масштабируемой оценки.
• Улучшение надёжности платформы и процессов инцидент-менеджмента.

Skills

Software engineering

Python

Distributed systems

Testing practices

Kafka

Data platforms

ML infra

Batch processing

Scheduling/resources

Tools

Ray

Flyte

Spark

Postgres

ClickHouse

Job description

Описание

Before the detail, here's the challenge you'd help us solve. We build the embodied intelligence that moves real vehicles safely, and the ecosystem a billion machines will run on in the future. Very few people in AI can say this. Every role here, whatever the team, plugs into that. Here’s what this particular role covers. The Data and Orchestration team in London builds the platforms behind Wayve's data engineering, orchestration and inference workflows. Our infrastructure lets partner teams ingest, process and transform high-volume data from external vendors, vehicle fleets and customer programmes, and we make sure those systems are reliable, efficient and easy to use.

Задачи

You’ll help evolve Wayve's data pipeline platform. That means revamping our existing Harness system and building a new DAG-based orchestration system for our fleet's next-generation data volumes. You'll work on infrastructure used across the company, supporting high-priority data runs, batch inference, evaluations and business-critical incident response, and you'll work closely with partner teams to understand what they need from their pipelines.

• Designing, building and evolving scalable data pipeline and orchestration infrastructure for Wayve's next-generation autonomous driving data platform.
• Revamping the existing Harness system and developing a new DAG-based workflow platform.
• Building tooling and libraries that make data ingestion, processing, inference and evaluation workflows simple, reliable and consistent across teams.
• Making sure the platform runs hundreds of parallel pipeline steps efficiently, with correct outputs, no conflicts and effective resource prioritisation.
• Supporting batch inference and performance optimisation workflows, so teams can run evaluations in a cost-effective and scalable way.
• Improving platform reliability, quality and usability, including incident response workflows aligned to business-defined SLOs.

Требования

• You have strong software engineering fundamentals and experience designing, building and maintaining production-grade systems.
• You have solid Python programming skills.
• You have worked with systems at scale, ideally involving distributed systems, large data volumes or high-throughput processing.
• You understand software engineering best practices, including unit testing, integration testing, test‑driven development and data-driven development.
• You are familiar with distributed event streaming platforms such as Apache Kafka.
• You understand database principles and consistency models, including eventual consistency, strong consistency and distributed data systems.
• You are familiar with traditional databases or data warehouses such as Postgres, ClickHouse or column‑oriented databases.
• You work well with platform users and partner teams, turning their requirements into scalable technical solutions.
• Experience in data engineering, data platforms, workflow orchestration or pipeline infrastructure.
• Experience with machine learning infrastructure, inference systems or ML performance optimisation.
• Exposure to large-scale batch processing, compute scheduling or resource prioritisation.
• Experience with tools or frameworks such as Ray, Flyte or Spark.
• Experience building shared libraries, developer tooling or internal platforms used across multiple teams.

Not ticking every box? That's totally okay! If you're passionate about autonomy and keen to learn, we encourage you to apply even if you don’t meet every requirement.

More about Wayve

Wayve is building the leading AI platform for autonomous driving. We are pioneering an end to end AI approach that enables vehicles to learn directly from real world experience, developing the ability to adapt, generalise and improve at scale. Instead of relying on hand coded rules or pre mapped environments, our AI Driver learns to drive by understanding the world around it. The result is technology that navigates complex urban environments with intelligence, precision and natural flow, unlocking meaningful advances in both safety and efficiency. We believe autonomy represents a once in a generation transformation in how people and goods move, comparable to the shift from horses to cars, and from human driven vehicles to intelligent machines. Our ambition is to make autonomy universal. Wayve’s mapless and hardware agnostic AI platform integrates with global OEM partners, enabling continuous software evolution and unlocking advanced levels of automation from L2 plus through to L4 as our core AI model scales. In a race increasingly defined by intelligence and real world learning, Wayve is taking a distinct approach, building a generalisable driving intelligence that can power any vehicle, anywhere. By combining embodied AI with scalable deployment, we are creating technology that can be shaped to each OEM brand and driver experience, accelerating the transition to a safer, more intelligent future of mobility.

How we work - Locations & Flexible Working

Our main hubs are in London, Sunnyvale, Yokohama, Herzliya, Vancouver and Leonberg. We operate a hybrid working model that combines in-person collaboration in our dedicated office spaces with focused time working remotely. This gives our teams the connection and energy of working together, alongside the flexibility to do their best work in a way that fits their lives.

Interview Process

Our process is clear and respectful of your time. Initial call / recruiter screen, HM Meeting + Domain interview, Deep-diving technical interviews [programming, systems & domain-specific interview; 2 hours total], final interview: mission & values alignment. We'll always explain the format and work around your availability.

Условия

• Salaries benchmarked against the market annually.
• Meaningful equity, sharing in the ownership and long term success of Wayve.
• Relocation support and visa sponsorship where applicable.
• Hybrid working, core hours and the chance to work hands on in vehicle workshops and labs.
• Learning and development budgets with support for training, conferences and growth.
• Comprehensive benefits including health insurance, dental, enhanced maternity and paternity leave, retirement or pension where applicable, access to therapists, wellbeing partnerships, team socials and more.

A quick, honest note before you apply. Wayve is not a mature, fully-structured place with the playbook already written. Much of how we work is still being written, and if you join, you’ll help write it. That suits people who want real ownership more than people who need a settled structure from day one. If that sounds like the kind of problem you want to spend your time on, we’d really like to hear from you.

Diversity and Inclusion

At Wayve we’re committed to creating a diverse, fair and respectful culture that’s inclusive of everyone based on their unique skills and perspectives, and regardless of sex, race, religion or belief, ethnic or national origin, disability, age, citizenship, marital, domestic or civil partnership status, sexual orientation, gender identity, veteran status, pregnancy or related condition (including breastfeeding) or any other basis as protected by applicable law.

DISCLAIMER

We will not ask about marriage or pregnancy, care responsibilities or disabilities in any of our job adverts or interviews. However, we do look to capture information about care responsibilities, and disabilities among other diversity information as part of an optional DEI Monitoring form to help us identify areas of improvement in our hiring process and ensure that the process is inclusive and non-discriminatory.