Perception Software Engineer - ML / AI

| Peninsula
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ABOUT ZIPLINEDo you want to change the world? Zipline uses drones to deliver critical and lifesaving medicine to thousands of hospitals serving millions of people in multiple countries. Our mission is to provide every human on Earth with instant access to vital medical supplies. Join Zipline and help us make this a reality for billions of people.ABOUT YOU AND THE ROLE

Zipline is at the forefront of a logistics revolution, using autonomous aircraft to deliver just-in-time, life-saving medical supplies on multiple continents, 7 days a week. We have completed over 200,000 deliveries; it took over 4 years to reach the first 100,000 deliveries. It took 8 months to reach the last 100,000 deliveries. Do you want to be a part of reaching 1 million life-saving deliveries in the next 2 years? 

We believe access to medical care should not depend on your GPS coordinates. In service of our mission to operate at global scale, we’re growing our perception capabilities, to expand quickly and safely into new products and locations, with the ultimate goal of delivering essential packages right to your doorstep. Our perception team is looking for a software engineer with an expertise in machine learning and artificial intelligence, who is passionate about developing and shipping perception systems for the real world.

WHAT YOU'LL DO
  • Design integrated machine learning solutions that enable our highly maneuverable aircraft to perceive general aviation aircraft, power lines, and radio towers and other challenging obstacles, so that we can steer clear of, dodge or otherwise avoid them
  • Build software infrastructure to enable learning algorithms to leverage our large-scale fleet data
  • Contribute to state-of-the-art machine learning infrastructure and relevant software (e.g. distributed training, continuous model integration, data management, and evaluation of production systems). 
  • Address large scale challenges in the machine learning development cycle, especially around distributed training in the cloud and data engineering.
  • Stay up to date on the state-of-the-art in deep learning ideas and software
  • Implement cutting-edge deep learning models accelerating model training time, improving performance, and tackling open problems
  • Understand the inner workings of neural networks to uncover edge cases and make safety determinations
  • Design machine learning systems that can understand and communicate when they are not working well.
  • Identify and mitigate bottlenecks in our machine learning development processes
WHAT YOU'LL BRING
  • Deep understanding of the theory and practice of modern machine learning techniques
  • Deep learning expertise: Experience training deep-learning models in an end-to-end fashion, writing custom layers/operations, optimizing networks for inference on embedded systems.
  • Clear grasp on basic linear algebra, optimization, statistics, and algorithms.
  • Experience working with Pytorch, Tensorflow or other modern deep learning frameworks.
  • You are passionate about ML, both large scale engineering and research challenges, especially in the space of autonomous driving and/or robotics.
  • Strong software engineering practices in Python with machine learning experience in a production setting.
  • Computer vision experience not required, but recommended. 
  • Generalist mindset, with the ability to work cross platform, from spooling up cloud compute services to optimizing for embedded systems
  • Experience building reproducible data and machine learning pipelines
  • Experience deploying machine learning solutions on real robots is a big bonus
WHAT ELSE YOU NEED TO KNOW

Zipline is an equal opportunity employer and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws or our own sensibilities.

We value diversity at Zipline and welcome applications from those who are traditionally underrepresented in tech. If you like the sound of this position but are not sure if you are the perfect fit, please apply!

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Technology we use

  • Engineering
    • C++Languages
    • JavascriptLanguages
    • PythonLanguages
    • SqlLanguages
    • SwiftLanguages
    • ReactLibraries
    • Twitter BootstrapLibraries
    • DjangoFrameworks
    • FlaskFrameworks
    • PostgreSQLDatabases
    • RedisDatabases

What are Zipline Perks + Benefits

Culture
Volunteer in local community
We pretty regularly participate in and host school and community events for STEM and technology. Our teams in Rwanda participate in Umuganda (community volunteering) every month.
Partners with Nonprofits
We work with groups like Black Girls Code, Drone Legends, and Women & Drones to inspire young kids and get their wheels turning about robots from a young age.
Friends outside of work
Eat lunch together
Intracompany committees
We're a pretty quirky bunch, and it's not rare to find our team doing things like having a mechanical boat race on the bay, DJing at our holidays parties, & going to comedy events together.
Daily sync
Open door policy
Team owned deliverables
Team based strategic planning
Group brainstorming sessions
Pair programming
Open office floor plan
Diversity
Documented equal pay policy
Mean gender pay gap below 10%
Diversity Employee Resource Groups
Hiring Practices that Promote Diversity
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability Insurance
Dental Benefits
Vision Benefits
Health Insurance Benefits
Wellness Programs
Team workouts
Mental Health Benefits
Retirement & Stock Options Benefits
401(K)
Company Equity
Zipline has a compensation philosophy centered around both cash & equity.
Child Care & Parental Leave Benefits
Generous Parental Leave
Flexible Work Schedule
Remote Work Program
Vacation & Time Off Benefits
Unlimited Vacation Policy
Paid Holidays
Paid Sick Days
Perks & Discounts
Casual Dress
Company Outings
Free Daily Meals
Stocked Kitchen
Some Meals Provided
Happy Hours
Parking
Pet Friendly
Relocation Assistance
Fitness Subsidies
Professional Development Benefits
Job Training & Conferences
Lunch and learns
Cross functional training encouraged
Promote from within
Mentorship program
Time allotted for learning
Online course subscriptions available
Customized development tracks
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