Let’s get started
By clicking ‘Next’, I agree to the Terms of Service
and Privacy Policy, and consent to receive emails from Rise
Jobs / Job page
Software Infrastructure Engineer, ML Ops  image - Rise Careers
Job details

Software Infrastructure Engineer, ML Ops - job 2 of 2

At Serve Robotics, we’re reimagining how things move in cities. Our personable sidewalk robot is our vision for the future. It’s designed to take deliveries away from congested streets, make deliveries available to more people, and benefit local businesses.

The Serve fleet has been delighting merchants, customers, and pedestrians along the way in Los Angeles while doing commercial deliveries. We’re looking for talented individuals who will grow robotic deliveries from surprising novelty to efficient ubiquity.

Who We Are

We are tech industry veterans in software, hardware, and design who are pooling our skills to build the future we want to live in. We are solving real-world problems leveraging robotics, machine learning and computer vision, among other disciplines, with a mindful eye towards the end-to-end user experience. Our team is agile, diverse, and driven. We believe that the best way to solve complicated dynamic problems is collaboratively and respectfully.

Serve’s Machine Learning (ML) platform is an important core part of our autonomy. It empowers us to train and test all kinds of ML models for various real-world tasks. We also use it to mine useful data from terabytes of sensor recordings that we capture every day.

We are looking for an engineer who will join our Machine Learning Infrastructure (ML Infra) team on a mission to build and improve this platform. We use Apache Beam (Dataflow) for our pipelines, Bazel as our build system, BigQuery via dbt, MongoDB and GCS for storage, Kubernetes for service deployment, and Airflow as our orchestration engine.

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.

Qualifications

  • BS 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 building 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.

What Makes You Standout

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

  • 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.

Average salary estimate

$110000 / YEARLY (est.)
min
max
$90000K
$130000K

If an employer mentions a salary or salary range on their job, we display it as an "Employer Estimate". If a job has no salary data, Rise displays an estimate if available.

Similar Jobs
Photo of the Rise User
Posted 12 days ago

Serve Robotics is looking for a Senior Reliability Engineer with expertise in electromechanical systems testing and data-driven reliability improvements to enhance their autonomous delivery robots.

Photo of the Rise User
Posted 5 days ago

Serve Robotics is looking for an experienced VP of Human Resources to strategically lead and enhance our rapidly growing team and organizational culture.

An Application Developer role at LMI creating and maintaining scalable, secure applications to support government intelligence operations.

Photo of the Rise User
Entera Hybrid New York, United States
Posted 13 days ago

Drive innovation as a Senior AI Engineer at Entera, building advanced AI solutions on their industry-leading real estate investment platform.

Photo of the Rise User
Posted 4 days ago

Experienced Software Engineer needed at Cayuse to develop and enhance IT application infrastructure with a focus on advanced analytics and integration.

Photo of the Rise User
Palo Alto Networks Hybrid Santa Clara, California, United States
Posted 6 days ago

Experienced software engineer in test to enhance automated regression testing and performance analysis within Palo Alto Networks’ cutting-edge cybersecurity team.

Photo of the Rise User
MongoDB Hybrid Los Angeles; New York City; San Francisco; United States
Posted 5 days ago

MongoDB is looking for a skilled Staff Site Reliability Engineer to support their innovative, industry-leading database platform across multiple major U.S. locations.

Photo of the Rise User
Posted 2 days ago

Innovate AI-driven cybersecurity solutions as a Software Engineer at HackerOne, advancing the future of offensive security with cutting-edge AI technologies.

Posted 9 days ago

Experienced AWS Java Full Stack Developer needed to deliver scalable cloud-based solutions and dynamic user interfaces for a federal project with DMV IT Service LLC.

Photo of the Rise User
Posted 2 days ago
Inclusive & Diverse
Diversity of Opinions
Work/Life Harmony
Dare to be Different
Reward & Recognition
Empathetic
Take Risks
Growth & Learning
Transparent & Candid
Mission Driven
Passion for Exploration
Feedback Forward
Medical Insurance
Dental Insurance
Vision Insurance
Mental Health Resources
Life insurance
Disability Insurance
Health Savings Account (HSA)
Flexible Spending Account (FSA)
Learning & Development
Paid Time-Off
Maternity Leave
Social Gatherings

Craft scalable distributed systems on cloud infrastructure at Apple, empowering enterprise data analytics and business decision-making across key domains.

Photo of the Rise User
NBCUniversal Hybrid 904 Sylvan Ave, Englewood Cliffs, NEW JERSEY
Posted 3 days ago

Drive NBCUniversal’s finance transformation as a Staff Software Engineer specializing in SAP BTP and Order-to-Cash processes within a fully remote environment.

Photo of the Rise User
Posted 11 days ago

Develop and maintain scalable backend solutions for cloud billing data ingestion and transformation at an innovative AI-focused company.

Photo of the Rise User

Palo Alto Networks is hiring a Senior Software Engineer in Test to lead automation and quality assurance for their cutting-edge Prisma SASE cybersecurity solutions.

Photo of the Rise User

Drive innovation in cybersecurity as a Sr Staff Engineer by enhancing Palo Alto Networks’ Threat Data Platform through backend development and scalable data solutions.

Photo of the Rise User

Contribute as a Senior Software Engineer II at Aledade by building scalable backend systems and mentoring engineering teams in a fully remote, mission-driven healthcare company.

Why deliver a 2-pound burrito in a 2-ton car? Serve is the future of sustainable, self-driving delivery. Our zero-emissions rovers are designed to serve people in public spaces, starting with food delivery. We partner with platforms and merchants ...

107 jobs
MATCH
VIEW MATCH
FUNDING
SENIORITY LEVEL REQUIREMENT
TEAM SIZE
EMPLOYMENT TYPE
Full-time, on-site
DATE POSTED
March 28, 2025

Subscribe to Rise newsletter

Risa star 🔮 Hi, I'm Risa! Your AI
Career Copilot
Want to see a list of jobs tailored to
you, just ask me below!
LATEST ACTIVITY