Senior AI Data Engineer
Our Mission:
At Sunrise Robotics, we are dedicated to augmenting humanity through intelligent robotics. Our mission is to elevate the world of manufacturing by introducing intelligent, flexible robots that enhance human capabilities and existing machinery, ushering in the next era of production at higher quality, with less waste, and lower cost.
Our Vision:
We see a future where every element of manufacturing, from design to assembly, is optimised with intelligent automation. Our vision is to integrate flexible robotic solutions, based on generic hardware and advanced software/AI capabilities, into manufacturing, particularly in small and medium-sized enterprises, to make automation economically viable and accessible, for all sizes of manufacturers. We are not just building robots; we are creating the strategically crucial components for autonomous, intelligent agents of the future.
What will you do at Sunrise Robotics:
You will have the opportunity to design and implement company wide data-oriented processes that will transport, organize and visualize our vast amount of multi-modal data. You will be responsible for the implementation and maintenance of our tailored data platform, which will collect, analyze and retrieve data for our engineering and operations teams.
Who you are:
Fundamental skills:
You are highly experienced in Python, with deep knowledge in data structures and algorithms.
You have experience with asynchronous programming and memory-efficient data handling for large data format (eg. video data and point clouds).
Cloud infrastructure & data:
You are highly experienced in building and managing data infrastructure on AWS - data storage - S3, data lakes architecture and serverless processing (Lambda instances) are a must.
You are highly experienced with data versioning and data lineage frameworks, such as DVC, Pachyderm or LakeFS or similar. You have used them in production.
You have experience with IaC tools, such as Terraform, Pulumi or CloudFormation.
You have experience with databases, such as SQLite, MongoDB, Cassandra.
You have experience with large multi-modal datasets (video and images, audio, ..).
MLOps and Data Pipelines:
You have experience with data platforms, such as Apache Spark, Dagster, Airflow or Prefect.
You are familiar with MLOps platforms, such as MLFlow, ClearML, ZenML, etc.
You are familiar with CI/CD for data workflows.
Stand out with the following:
Experience with multi-modal data in Robotics.
Experience with streaming data and pre-selecting data on edge devices (eg. Jetson, Coral, NXP).
Experience with synthetic data generation in Unity, Isaac Sim, or similar.
Experience with data and data monitoring visualization tools - Plotly, Grafana, Rerun.
Experience with ROS/ROS2 or other robotics frameworks.
Proficiency with telemetry data, such as robot logs.
Who you are not:
Focused on business analytics / BI tools.
Experienced exclusively in tabular or text data (such as marketing / sales data).
You have not had production experience with visual data (videos / images etc.).
Focused on C#, Java, Scala without significant Python experience.
No-code or low-code enthusiast working purely with GUI-based tools and configs.
Why Sunrise Robotics?
Play a pivotal role in defining the future of intelligent robotics and manufacturing.
Be part of a company that is at the forefront of technological innovation, with a clear mission and vision.
Competitive compensation, including equity, and a flexible work environment that values innovation, learning, and excellence.