Avride
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Software Engineer - Data Platform
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Avride 4 days ago Be among the first 25 applicants Join to apply for the
Software Engineer - Data Platform
role at
Avride Get AI-powered advice on this job and more exclusive features. About The Team
Our team is responsible for the collection, storage, and processing of large-scale datasets generated by autonomous vehicles and delivery robots. This includes sensor data from cameras, lidars, radars, and other onboard systems. Scaling reliable storage and providing efficient compute tools is essential for supporting downstream teamssuch as machine learning, simulation, and algorithm development. Our data processing stack incorporates specialized algorithms similar to those deployed directly on autonomous systems in the field. About The Team
Our team is responsible for the collection, storage, and processing of large-scale datasets generated by autonomous vehicles and delivery robots. This includes sensor data from cameras, lidars, radars, and other onboard systems. Scaling reliable storage and providing efficient compute tools is essential for supporting downstream teamssuch as machine learning, simulation, and algorithm development. Our data processing stack incorporates specialized algorithms similar to those deployed directly on autonomous systems in the field.
About The Role
As a Software Engineer, Data Platform at Avride, you will be responsible for designing, building, and maintaining the core data and machine learning infrastructure with a strong focus on software design and code quality. You will design systems to ingest, process, and organize petabytes of telemetry and sensor data into a globally distributed data lake, enabling high-throughput, low-latency access to data for both model training and online inference. Your work will help ML engineers and data scientists iterate faster and deliver better-performing systems.
What You'll Do
Build and maintain robust data pipelines and core datasets to support simulation, analytics, and machine learning workflows, as well as business use cases Design and implement scalable database architectures to manage massive and complex datasets, optimizing for performance, cost, and usability Collaborate closely with internal teams such as Simulation, Perception, Prediction, and Planning to understand their data requirements and workflows Evaluate, integrate, and extend open-source tools (e.g., Apache Spark, Ray, Apache Beam, Argo Workflows) as well as internal systems
What You'll Need
Strong proficiency in Python (required); experience with C++ is highly desirable Proven ability to write high-quality, maintainable code and design scalable, robust systems Experience with Kubernetes for deploying and managing distributed systems Hands-on experience with large-scale open-source data infrastructure (e.g., Kafka, Flink, Cassandra, Redis) Deep understanding of distributed systems and big data platforms, with experience managing petabyte-scale datasets
Nice to Have
Experience building and operating large-scale ML systems Understanding of ML/AI workflows and experience with machine learning pipelines Experience optimizing resource usage and performance in distributed environments Familiarity with data visualization and dashboarding tools (e.g., Grafana, Apache Superset) Experience with cloud-based infrastructure (e.g., AWS, GCP, Microsoft Azure)
Candidates are required to be authorized to work in the U.S. The employer is not offering relocation sponsorship, and remote work options are not available.
Seniority level
Seniority level
Not Applicable Employment type
Employment type
Full-time Job function
Industries
Software Development Referrals increase your chances of interviewing at Avride by 2x Get notified about new Software Engineer jobs in
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Were unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI. #J-18808-Ljbffr
Software Engineer - Data Platform
role at
Avride 4 days ago Be among the first 25 applicants Join to apply for the
Software Engineer - Data Platform
role at
Avride Get AI-powered advice on this job and more exclusive features. About The Team
Our team is responsible for the collection, storage, and processing of large-scale datasets generated by autonomous vehicles and delivery robots. This includes sensor data from cameras, lidars, radars, and other onboard systems. Scaling reliable storage and providing efficient compute tools is essential for supporting downstream teamssuch as machine learning, simulation, and algorithm development. Our data processing stack incorporates specialized algorithms similar to those deployed directly on autonomous systems in the field. About The Team
Our team is responsible for the collection, storage, and processing of large-scale datasets generated by autonomous vehicles and delivery robots. This includes sensor data from cameras, lidars, radars, and other onboard systems. Scaling reliable storage and providing efficient compute tools is essential for supporting downstream teamssuch as machine learning, simulation, and algorithm development. Our data processing stack incorporates specialized algorithms similar to those deployed directly on autonomous systems in the field.
About The Role
As a Software Engineer, Data Platform at Avride, you will be responsible for designing, building, and maintaining the core data and machine learning infrastructure with a strong focus on software design and code quality. You will design systems to ingest, process, and organize petabytes of telemetry and sensor data into a globally distributed data lake, enabling high-throughput, low-latency access to data for both model training and online inference. Your work will help ML engineers and data scientists iterate faster and deliver better-performing systems.
What You'll Do
Build and maintain robust data pipelines and core datasets to support simulation, analytics, and machine learning workflows, as well as business use cases Design and implement scalable database architectures to manage massive and complex datasets, optimizing for performance, cost, and usability Collaborate closely with internal teams such as Simulation, Perception, Prediction, and Planning to understand their data requirements and workflows Evaluate, integrate, and extend open-source tools (e.g., Apache Spark, Ray, Apache Beam, Argo Workflows) as well as internal systems
What You'll Need
Strong proficiency in Python (required); experience with C++ is highly desirable Proven ability to write high-quality, maintainable code and design scalable, robust systems Experience with Kubernetes for deploying and managing distributed systems Hands-on experience with large-scale open-source data infrastructure (e.g., Kafka, Flink, Cassandra, Redis) Deep understanding of distributed systems and big data platforms, with experience managing petabyte-scale datasets
Nice to Have
Experience building and operating large-scale ML systems Understanding of ML/AI workflows and experience with machine learning pipelines Experience optimizing resource usage and performance in distributed environments Familiarity with data visualization and dashboarding tools (e.g., Grafana, Apache Superset) Experience with cloud-based infrastructure (e.g., AWS, GCP, Microsoft Azure)
Candidates are required to be authorized to work in the U.S. The employer is not offering relocation sponsorship, and remote work options are not available.
Seniority level
Seniority level
Not Applicable Employment type
Employment type
Full-time Job function
Industries
Software Development Referrals increase your chances of interviewing at Avride by 2x Get notified about new Software Engineer jobs in
Austin, TX . Austin, TX $100,000.00-$150,000.00 1 week ago Austin, TX $100,000.00-$150,000.00 1 month ago Austin, TX $150,000.00-$175,000.00 3 months ago Software Development Engineer (Full Stack), Amazon Key
Austin, TX $129,300.00-$223,600.00 2 days ago Austin, TX $90,000.00-$140,000.00 2 months ago Austin, TX $135,000.00-$250,000.00 3 weeks ago Austin, TX $90,000.00-$170,000.00 6 months ago Austin, TX $215,731.00-$240,240.00 1 week ago Austin, TX $63,000.00-$750,003.00 3 days ago Austin, TX $150,000.00-$180,000.00 2 weeks ago Austin, TX $90,000.00-$150,000.00 2 months ago Junior Full Stack Engineer - AI Healthcare
Were unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI. #J-18808-Ljbffr