Senior SWE - Data Search

Posted:
10/27/2024, 10:42:06 PM

Location(s):
London, England, United Kingdom ⋅ England, United Kingdom

Experience Level(s):
Senior

Field(s):
AI & Machine Learning ⋅ Data & Analytics ⋅ Software Engineering

Workplace Type:
Hybrid

Woven by Toyota is the mobility technology subsidiary of Toyota Motor Corporation. Our mission is to deliver safe, intelligent, human-centered mobility for all. Through our Arene mobility software platform, safety-first automated driving technology and Toyota Woven City — our test course for advanced mobility — we’re bringing greater freedom, safety and happiness to people and society. 

Our unique global culture weaves modern Silicon Valley innovation and time-tested Japanese quality craftsmanship. We leverage these complementary strengths to amplify the capabilities of drivers, foster happiness, and elevate well-being.

Team
Our data platform team is working on accelerating autonomous driving by providing access to petabytes of data collected by our fleet of autonomous and non-autonomous vehicles. Efficient, fast and cost-effective access to data at large scale is key to tackle the hardest problems in AD/ADAS, from developing the Machine Learning (ML) models for perception and prediction of human driving patterns, to increasing the sophistication of our validation and simulation by identifying rare and interesting real-world driving situations. The data ecosystem developed by the London team is a key building block for developing and testing modern AD/ADAS products that will impact millions of customers.

Our ML and Data pipelines are built on-top of the open-source Flyte orchestration framework and are deployed to AWS. Pipeline code is written in Python. We use SQS and Kafka to automate data connections and leverage BigQuery and Elasticsearch for data storage. We believe strongly in automation and testing to ensure delivery of robust and correct systems.  We are a distributed team, working in the UK and US.

Who are we looking for?
The AD/ADAS Data Platform team is looking for a Staff SWE who is passionate about enabling the next generation of automotive software development. Modern ML-based AD/ADAS development requires automatic categorisation and indexing of data based on weather and road conditions, rarity and complexity of driving behaviors and a variety of other factors: for this we are building a data search platform that combines traditional indexing approaches with cutting-edge generative AI technology, which needs to handle large amounts of driving data. The right candidate will have previous experience in building scalable and reliable cloud infrastructure, a user-first attitude, and excellent communication skills to work in a global team. Previous experience in building ML applications is a definite bonus.


WHAT WE OFFER
We are committed to creating a modern work environment that supports our employees and their loved ones. We offer many options of the best programs to allow you to do your most meaningful work and to help you shape the future of mobility.
Excellent health, wellness, dental and vision coverage

A rewarding pension
Flexible vacation policy
Family planning and care benefits

Our Commitment
・We are an equal opportunity employer and value diversity.
・Any information we receive from you will be used only in the hiring and onboarding process. Please see our privacy notice for more details.