Deep Learning Quality Specialist

Carbon Robotics

$72K — $90K *
Technical Services
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Education or experience in agronomy or farming, or data annotation
  • Highly motivated, independent thinker with strong problem-solving skills
  • Excellent organizational and time management abilities
  • Collaborative skills to work with customers and internal teams
  • Detail-oriented with strategic thinking capabilities
  • Intermediate to advanced skills in Google Suite and Confluence
  • Ability to assess high-risk situations and make independent decisions

Responsibilities

  • Audit data to ensure clean datasets
  • Correct labels and classifications in imagery and provide feedback
  • Collaborate with support teams to investigate data integrity issues
  • Review and address data irregularities from automated tools
  • Validate solutions and document results along with customer feedback
  • Translate field tests and model issues while analyzing customer insights
  • Prepare cases for review by field personnel regarding labels and predictions

Benefits

  • Pre-IPO stock options
  • Fully-paid medical, dental, and vision insurance premiums for employees and dependents
  • Flexible PTO
  • 401(k) plan
  • Work in an inclusive and innovative company culture
Full Job Description
As a Deep Learning Quality Specialist at Carbon Robotics you'll be responsible for maintaining our expanding dataset of high resolution images that feed our computer vision algorithms. You will develop a deep understanding of our data annotation practices and assist in diagnosing & fixing complex deep learning models to ensure our products are robust & reliable. You will help the Deep Learning team by performing field tests and identifying issues with models. You'll do whatever it takes - which includes going to the farm - to ensure our customers have reliable and safe products.

Our office is based in Seattle, WA, but this role can be fully remote.

What you'll do:
  • Audit data to ensure clean and appropriate datasets
  • Look through imagery and correct labels and classifications then give feedback to labelers
  • Work closely with support to help investigate issues and determine what is needed to insure data integrity
  • Review data irregularities detected by automated tooling
  • Validate solutions, document results and record customer feedback
  • Translates field tests, model issues and analyze customer feedback
  • Prepare cases for field personnel to review labels/predictions
  • Help the Deep Learning team prioritize tasks based on impact to customer satisfaction

Knowledge, Skills, and Abilities for Success:
  • Education or professional experience in agronomy & farming or data annotation
  • Highly motivated, independent thinker with great problem solving skills
  • Highly organized with excellent time management to juggle multiple priorities at the same time
  • Collaboration skills to work with customers and internal teams simultaneously
  • High level of attention to detail & the ability to think strategically
  • Detail-oriented, with proven ability to deliver accurate reporting
  • Intermediate to advanced Google Suite and Confluence skills desired
  • Ability to assess high risk situations & make safe independent decisions on a risk based process
  • Traveling required 10-15%


Carbon Robotics follows equitable hiring practices. Flexibility in our hiring process allows hiring of talent at levels different from what are posted. The compensation range outlined is based on a target budgeted base salary. Individual base pay depends on various factors such as relevant experience and skill, Interview assessments and responsibility of role, job duties/requirements. Offers are determined using our equitable hiring practices. Carbon Robotics offers additional compensation in the form of benefits premiums, pre-IPO stock options and On Target Earning commissions for appropriate positions. Base pay ranges are reviewed each year. We are committed to the principle of pay equity - paying employees equitably for similar work.

Carbon Robotics' base salary pay range:

$72,000-$90,000 USD

We offer competitive compensation and benefits to our full time US based* employees, including:
  • Competitive salaries
  • Pre-IPO Stock Options
  • Generous Benefits:
    • Fully-paid medical, dental, and vision insurance premiums for you and all dependents
      • Choice of PPO or HDHP/HSA
      • Virtual Care - Doctor on Demand
      • Employee Assistance Program
    • Mental Health HRA
    • Restricted Healthcare Travel support
    • Menopause Support
    • Life Insurance
    • Long Term Disability
    • Flexible PTO
    • 401(k) plan
    • Pet Insurance
    • Commuter Benefits
  • Work Culture: Be a part of an inclusive and tight-knit company culture that values innovation and mission-driven success.

*Internationally based employees benefits varies & Contractors are not eligible for Carbon Robotics Benefits or Stock

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