200+ applicants

Company

Serve Robotics · 3 days ago

Senior Software Engineer, ML Infrastructure

United States

Full-time

Remote

Mid, Senior Level

3+ years exp

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Food DeliveryLogistics

H1B Sponsor Likely

Hiring Manager

Rashida Jamil

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Responsibilities

Develop and maintain ML infrastructure, such as sensor data ETL pipelines, hard example data mining, continuous training pipelines, annotation platform, etc.

Develop MLOps system for managing lifecycle of ML cloud training and inference as a service pipelines. Continuously improve ML model development, management and deployment processes.

Work together with ML engineers, design metrics for ML tasks to mine sensor data of interest.

Design and implement algorithms, such as collaborative filtering, active learning, etc., to rank/score annotation candidates.

Work with annotation provider on setting up the annotation process, quality control and feedback loops.

Make sensor data and its derivatives widely discoverable and accessible for Robotics Engineers across the entire company.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Machine Learning SystemsData EngineeringCloud ApplicationsData Processing PipelinesPythonC++GoComputer VisionDeep LearningAutomationNvidia JetsonCUDATensorRTBigQueryMongoDBApache BeamSparkHadoopGCP BigQueryAWS RedshiftVoxel51Facets

Required

BS or MS in computer science with focus in data engineering and large scale ML systems

3+ years of industry experience building, running and improving large-volume ML training and validation pipelines.

Experience with building native cloud applications

Experience with large scale data processing pipelines in production.

Proficient in at least one of the following languages: C++, Python, or Go.

Hands-on experience and good knowledge of Computer Vision and Deep Learning.

Strong tendency to automate own and others’ workflows.

Preferred

Experience with data discovery and visualization tools like Voxel51, Facets

Experience with database systems like BigQuery, MongoDB

Experience with Nvidia Jetson platform, e.g. CUDA, TensorRT, etc.

Experience with Big Data products such as Apache Beam/Spark/Hadoop, GCP BigQuery, AWS Redshift.

Company

Serve Robotics

Serve Robotics is an autonomous robotic delivery company that develops AI-powered sidewalk delivery robots.

Founded in 2021

Los Angeles, California, USA

51-200 employees

http://www.serverobotics.com

H1B Sponsorship

Serve Robotics has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Represents job field similar to this job

Trends of Total Sponsorships

2023 (2)

2022 (2)

2021 (5)