Full-Time

Autonomy Engineer

Deep Learning

Posted on 11/21/2024

Skydio

Skydio

501-1,000 employees

Develops autonomous drones for data capture

Robotics & Automation
AI & Machine Learning
Defense

Compensation Overview

$170k - $277.5kAnnually

Senior

San Mateo, CA, USA

Category
Deep Learning
Computer Vision
AI & Machine Learning
Required Skills
Python
Pytorch
C/C++
Computer Vision
Requirements
  • M.S. or Ph.D. in computer science, electrical engineering or related discipline
  • Demonstrated hands-on experience designing, training and deploying deep learning models
  • Ability to deliver high quality, well-architected code (Python/PyTorch and preferably, C++)
  • Leverage state-of-the-art academic papers and literature for fast iteration
  • Ability to thrive in a fast paced, collaborative and highly technical team environment
  • Comfortable navigating and delivering within a complex codebase
  • Strong communication skills
Responsibilities
  • Design, implement, and deploy computer vision and multimodal deep learning models for Skydio’s autonomy system
  • Leverage massive amounts of real world video and other sensor data for data mining, curation, labeling, training and evaluation
  • Leverage large scale and diverse synthetic data to power deep learning algorithms
  • Leverage state-of-the-art foundation models for knowledge distillation and label efficient learning
  • Refine and optimize models for low-latency on embedded hardware
  • Develop evaluation benchmarks and metrics to quantify the performance of autonomous systems
  • Be a generalist helping out on all aspects of the software when needed

Skydio develops and produces autonomous drones, with a focus on the Skydio X10 model. This drone is designed for various industries, including defense and inspection services, and is equipped with advanced AI and high-resolution cameras that allow it to autonomously capture and compile data. The compact and modular design of the Skydio X10 makes it portable and suitable for challenging inspection tasks. Skydio's business model includes selling these drones and offering services like Skydio Academy, which provides training for users, and regulatory assistance for clients needing waivers for Beyond Visual Line of Sight operations. A unique feature of Skydio's product is the Remote Flight Deck, which enables users to control and monitor the drone from a web browser, enhancing its usability in tight spaces and indoor environments. Skydio aims to provide high-quality data capture solutions through its autonomous drone technology.

Company Stage

Series E

Total Funding

$555.4M

Headquarters

San Mateo, California

Founded

2014

Growth & Insights
Headcount

6 month growth

11%

1 year growth

19%

2 year growth

47%
Simplify Jobs

Simplify's Take

What believers are saying

  • Strategic partnerships with companies like Axon and Aeroarc expand Skydio's market reach and enhance its technological capabilities.
  • The introduction of the Skydio X10D drone for defense and government applications demonstrates the company's ability to meet high-stakes, specialized needs.
  • Skydio's Skydio Academy and regulatory services add value by helping clients maximize the utility of their drones and navigate complex regulatory landscapes.

What critics are saying

  • The competitive drone technology market requires Skydio to continuously innovate to maintain its edge.
  • Dependence on defense and government contracts could expose Skydio to fluctuations in public sector spending and policy changes.

What makes Skydio unique

  • Skydio's focus on autonomous drones with advanced AI and high-resolution visual and thermal cameras sets it apart from competitors who may not offer the same level of technological sophistication.
  • The compact and modular design of the Skydio X10 drone, which fits in a backpack, provides unmatched portability and versatility for various use cases.
  • Skydio's Remote Flight Deck feature allows for browser-based control and monitoring, offering an extra layer of convenience and operational flexibility.

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Benefits

Child Care & Parental Leave - Family Medical Leave, Flexible Work Schedule, Generous Parental Leave

Health & Wellness Benefits - Dental Benefits, Disability Insurance, Flexible Spending Account (FSA), Health Insurance Benefits, Life Insurance, Onsite Gym, Vision Benefits, Wellness Programs, Mental Health Benefits

Home Office Stipend for Remote Employees

401(K)

Generous PTO, Paid Holidays, Paid Sick Days