Data Labeler Manager
Draper, UT · On-site
Work directly with engineers and Tesla AI leadership and own annotation policies that require an ... legal services, and pet insurance * Weight Loss and Tobacco Cessation Programs * Tesla Babies ...
Data Labeler Manager
Draper, UT · On-site
Work directly with engineers and Tesla AI leadership and own annotation policies that require an ... legal services, and pet insurance * Weight Loss and Tobacco Cessation Programs * Tesla Babies ...
$55K - $100K/yr
Background in marketplace operations, staffing, or workforce platforms About HumanSignal HumanSignal Services specializes in operationally complex, multimodal data collection and annotation ...
$55K - $100K/yr
Background in marketplace operations, staffing, or workforce platforms About HumanSignal HumanSignal Services specializes in operationally complex, multimodal data collection and annotation ...
Data Annotation Services information
What are the key skills and qualifications needed to thrive in Data Annotation Services, and why are they important?
To excel in Data Annotation Services, strong attention to detail, data literacy, and a foundational understanding of data labeling processes are essential, often requiring a high school diploma or equivalent. Familiarity with annotation platforms, labeling tools, and sometimes basic knowledge of scripting or data management systems is typically expected. Strong work ethic, consistency, and effective communication skills help individuals stand out in collaborative, deadline-driven environments. These capabilities ensure high-quality, accurate labeled data, which is critical for training reliable machine learning models.
What is the difference between Data Annotation Services vs Data Labeling Specialists?
| Aspect | Data Annotation Services | Data Labeling Specialists |
|---|---|---|
| Credentials | Typically no formal credentials required; focus on training | Often have training in specific tools or industry standards |
| Work Environment | Collaborative, often remote or in-office teams | Similar, working in teams or independently on labeling tasks |
| Industry Usage | Used by AI/ML companies for training datasets | Employed in similar settings, focusing on labeling data for AI models |
| Search & Comparison Intent | Understanding services offered for data preparation | Looking for roles or tasks related to data labeling |
Data Annotation Services encompass the broader process of preparing and annotating data for AI and machine learning projects, often provided by specialized companies. Data Labeling Specialists are individual professionals or team members who perform the actual labeling tasks within these services. While both are closely related, services refer to the overall offering, whereas specialists are the personnel executing the work.
What are some common challenges faced when working in data annotation services, and how can I address them?
In data annotation services, one common challenge is maintaining consistency and accuracy, especially when handling large datasets or ambiguous data points. Clear annotation guidelines and regular communication with team leads help ensure that everyone interprets the data similarly. Additionally, repetitive tasks can lead to fatigue, so it's important to take scheduled breaks and leverage available annotation tools to streamline workflows. Collaborating with peers to discuss edge cases also helps improve overall data quality and fosters a supportive team environment.
What are data annotation services?
Data annotation services involve labeling or tagging data—such as images, text, audio, or video—to make it understandable for machine learning models. These services are essential in training artificial intelligence systems to recognize patterns, objects, or other relevant information in raw data. Companies use data annotation to improve the accuracy and effectiveness of AI applications, such as self-driving cars, chatbots, and image recognition. Professional annotators or specialized platforms often perform these tasks to ensure high-quality, consistent results.
What are popular job titles related to Data Annotation Services jobs in Utah? For Data Annotation Services jobs in Utah, the most frequently searched job titles are:
What job categories do people searching Data Annotation Services jobs in Utah look for? The top searched job categories for Data Annotation Services jobs in Utah are:
What cities in Utah are hiring for Data Annotation Services jobs? Cities in Utah with the most Data Annotation Services job openings:
Other
Medical, Dental, Vision, Life, Retirement, PTO
Posted 9 days ago
Tesla rating
8.5
Based on 666 frontline employees who took The Breakroom Quiz
1st of 44 rated automakers
Job description
What to Expect
What You'll Bring
Compensation and Benefits Benefits
The Data Labeling team is responsible for annotating images, videos, and other data for our Tesla AI software. Accurate data is the foundation for training our neural networks and serves as the ground truth for Tesla's artificial intelligence. The team works cohesively with engineering teams to launch customer-facing releases.
The Data Labeler Manager will lead a team of Data Labelers that labels in 3D image data for neural network training. A successful candidate will have high attention to detail, an appreciation for data integrity, leadership skills to drive efficiency for medium-sized teams of annotators and adhere to clear instructions directed by leadership to deliver results.
What You'll Do- Conduct ongoing performance management: create coaching plans, track progress, conduct monthly 1:1's, and complete monthly analyst reports
- Evaluate daily performance in proprietary software to report daily summaries and team metrics to ensure the team is consistently exceeding expectations
- Work directly with engineers and Tesla AI leadership and own annotation policies that require an understanding of both technical and operational constraints
- Have a solid understanding of project guidelines to be able to communicate labeling concepts effectively, labeling inefficiencies, assist in creating documentation and training materials
- Execute proper headcount allocation between quality control, labeling, and prioritize job queues daily as directed by leadership
- Ensure documentation and daily planning for the team is accurate and consistently updated
- Ensure team alignment with company policies
- Other supervisory duties such as employee development, conducting bi-yearly performance reviews and monthly performance check-ins with Team Leads and Data Labelers, and accurately manage timekeeping
What You'll Bring
- Experience managing and motivating medium-sized teams that perform manual operations
- Ability to manage time efficiently, prioritizing tasks by order of precedence and completing in a timely manner
- Proven record of accomplishments executing and meeting sensitive deadlines with experience managing multiple competing projects with limited resources
- Strong problem-solving skills, with an aptitude for quickly learning systems with minimal training and can adapt in an ambiguous environment
- Effective communication and presentation skills - can explain complicated topics and ideas in a clear and concise manner
- Commitment to data accuracy and throughput
Compensation and Benefits Benefits
Along with competitive pay, as a full-time Tesla employee, you are eligible for the following benefits at day 1 of hire:
- Medical plans > plan options with $0 payroll deduction
- Family-building, fertility, adoption and surrogacy benefits
- Dental (including orthodontic coverage) and vision plans, both have options with a $0 paycheck contribution
- Company Paid (Health Savings Accounts) HSA Contribution when enrolled in the High-Deductible medical plan with HSA
- Healthcare and Dependent Care Flexible Spending Accounts (FSA)
- 401(k) with employer match, Employee Stock Purchase Plans, and other financial benefits
- Company paid Basic Life, AD&D
- Short-term and long-term disability insurance (90 day waiting period)
- Employee Assistance Program
- Sick and Vacation time (Flex time for salary positions, Accrued hours for Hourly positions), and Paid Holidays
- Back-up childcare and parenting support resources
- Voluntary benefits to include: critical illness, hospital indemnity, accident insurance, theft & legal services, and pet insurance
- Weight Loss and Tobacco Cessation Programs
- Tesla Babies program
- Commuter benefits
- Employee discounts and perks program