A successful candidate is experienced in survey design, data annotation, LLM prompt engineering and prompt optimization, and has strong statistical analysis skills.","responsibilities":"Work closely ...
A successful candidate is experienced in survey design, data annotation, LLM prompt engineering and prompt optimization, and has strong statistical analysis skills.","responsibilities":"Work closely ...
Data Scientist - Survey Design, Data Annotation, and Machine Learning Evaluation
Cupertino, CA · On-site
A successful candidate is experienced in survey design, data annotation, LLM prompt engineering and prompt optimization, and has strong statistical analysis skills. Minimum Qualifications BA or ...
Data Scientist - Survey Design, Data Annotation, and Machine Learning Evaluation
Cupertino, CA · On-site
A successful candidate is experienced in survey design, data annotation, LLM prompt engineering and prompt optimization, and has strong statistical analysis skills. Minimum Qualifications BA or ...
Linguist II (LLM/AI)
Sunnyvale, CA · On-site
$36 - $40.20/hr
Develop and maintain annotation schemas and guidelines for LLM training data, including instruction-tuning, preference labeling, and RLHF. Evaluate and quality-check datasets used for pre-training ...
Linguist II (LLM/AI)
Sunnyvale, CA · On-site
$36 - $40.20/hr
Develop and maintain annotation schemas and guidelines for LLM training data, including instruction-tuning, preference labeling, and RLHF. Evaluate and quality-check datasets used for pre-training ...
Client Director, Frontier Data - US
$255K - $325K/yr
... annotation accuracy checks, and pipeline consistency * Ensure datasets adhere to compliance standards (PII, GDPR, HIPAA) and can be programmatically tested for usability and quality LLM Training ...
Client Director, Frontier Data - US
$255K - $325K/yr
... annotation accuracy checks, and pipeline consistency * Ensure datasets adhere to compliance standards (PII, GDPR, HIPAA) and can be programmatically tested for usability and quality LLM Training ...
Opportunity: Writer / Designer (AI/LLM) at Strong Tower Consulting - Writer / Designer (AI/LLM)
San Jose, CA · On-site
$55 - $75/hr
Writer / Designer (AI/LLM) - Consulting at a Fortune 50 Company * Conduct deep research using ... Contribute to data annotation, model feedback, and training content creation Core Skills: * Strong ...
Quick apply
Opportunity: Writer / Designer (AI/LLM) at Strong Tower Consulting - Writer / Designer (AI/LLM)
San Jose, CA · On-site
$55 - $75/hr
Writer / Designer (AI/LLM) - Consulting at a Fortune 50 Company * Conduct deep research using ... Contribute to data annotation, model feedback, and training content creation Core Skills: * Strong ...
Client Director, Frontier Data - US
Palo Alto, CA · On-site
$255K - $325K/yr
... annotation accuracy checks, and pipeline consistency * Ensure datasets adhere to compliance standards (PII, GDPR, HIPAA) and can be programmatically tested for usability and quality LLM Training ...
Client Director, Frontier Data - US
Palo Alto, CA · On-site
$255K - $325K/yr
... annotation accuracy checks, and pipeline consistency * Ensure datasets adhere to compliance standards (PII, GDPR, HIPAA) and can be programmatically tested for usability and quality LLM Training ...
Preferred : • Hands on model fine tuning experience. • Experience building agentic or LLM-orchestrated pipelines (e.g., using VLMs for zero-shot or few-shot annotation). • Familiarity with ...
Preferred : • Hands on model fine tuning experience. • Experience building agentic or LLM-orchestrated pipelines (e.g., using VLMs for zero-shot or few-shot annotation). • Familiarity with ...
Software Engineer, AI Agent & LLM
Mountain View, CA · On-site +1
$155K - $185K/yr
The Opportunity We are looking for a Senior AI Agent & LLM Engineer who combines strong software ... Advance Otter's conversational knowledge engine through better knowledge extraction, annotation ...
Software Engineer, AI Agent & LLM
Mountain View, CA · On-site +1
$155K - $185K/yr
The Opportunity We are looking for a Senior AI Agent & LLM Engineer who combines strong software ... Advance Otter's conversational knowledge engine through better knowledge extraction, annotation ...
Software Engineer, AI Agent & LLM
Mountain View, CA · On-site
$155K - $185K/yr
The Opportunity We are looking for a Senior AI Agent & LLM Engineer who combines strong software ... Advance Otter's conversational knowledge engine through better knowledge extraction, annotation ...
Software Engineer, AI Agent & LLM
Mountain View, CA · On-site
$155K - $185K/yr
The Opportunity We are looking for a Senior AI Agent & LLM Engineer who combines strong software ... Advance Otter's conversational knowledge engine through better knowledge extraction, annotation ...
Data Scientist
$184K - $324K/yr
Identify opportunities to leverage agentic systems, LLM-based workflows, and AI-assisted tooling to improve efficiency and quality in evaluation, data analysis, annotation, and failure investigation.
Data Scientist
$184K - $324K/yr
Identify opportunities to leverage agentic systems, LLM-based workflows, and AI-assisted tooling to improve efficiency and quality in evaluation, data analysis, annotation, and failure investigation.
Senior Software Engineer, AI Agent & LLM
Mountain View, CA · On-site +1
$185K - $230K/yr
The Opportunity We are looking for a Senior AI Agent & LLM Engineer who combines strong software ... Advance Otter's conversational knowledge engine through better knowledge extraction, annotation ...
Senior Software Engineer, AI Agent & LLM
Mountain View, CA · On-site +1
$185K - $230K/yr
The Opportunity We are looking for a Senior AI Agent & LLM Engineer who combines strong software ... Advance Otter's conversational knowledge engine through better knowledge extraction, annotation ...
Senior Software Engineer, AI Agent & LLM
Mountain View, CA · On-site
$185K - $230K/yr
The Opportunity We are looking for a Senior AI Agent & LLM Engineer who combines strong software ... Advance Otter's conversational knowledge engine through better knowledge extraction, annotation ...
Senior Software Engineer, AI Agent & LLM
Mountain View, CA · On-site
$185K - $230K/yr
The Opportunity We are looking for a Senior AI Agent & LLM Engineer who combines strong software ... Advance Otter's conversational knowledge engine through better knowledge extraction, annotation ...
... data annotation • Experience with MLOps tooling (Weights & Biases, MLflow, SageMaker, or equivalents) • Experience shipping LLM- or agent-powered features in a consumer or B2B product • ...
... data annotation • Experience with MLOps tooling (Weights & Biases, MLflow, SageMaker, or equivalents) • Experience shipping LLM- or agent-powered features in a consumer or B2B product • ...
Agentic Data Understanding
San Francisco, CA · On-site
$134K - $162K/yr
Experience building agentic or LLM-orchestrated pipelines (e.g., using VLMs for zero-shot or few-shot annotation). * Familiarity with robotics data formats and sensor modalities (LiDAR, cameras, IMU)
Agentic Data Understanding
San Francisco, CA · On-site
$134K - $162K/yr
Experience building agentic or LLM-orchestrated pipelines (e.g., using VLMs for zero-shot or few-shot annotation). * Familiarity with robotics data formats and sensor modalities (LiDAR, cameras, IMU)
Experience with foundation models for data annotation * Experience with MLOps tooling (Weights & Biases, MLflow, SageMaker, or equivalents) * Experience shipping LLM- or agent-powered features in a ...
Experience with foundation models for data annotation * Experience with MLOps tooling (Weights & Biases, MLflow, SageMaker, or equivalents) * Experience shipping LLM- or agent-powered features in a ...
Experience with foundation models for data annotation * Experience with MLOps tooling (Weights & Biases, MLflow, SageMaker, or equivalents) * Experience shipping LLM- or agent-powered features in a ...
Experience with foundation models for data annotation * Experience with MLOps tooling (Weights & Biases, MLflow, SageMaker, or equivalents) * Experience shipping LLM- or agent-powered features in a ...
Facebook - Linguist III
Burlingame, CA · On-site
We are seeking candidates with strong linguistic data analysis and language technology experience to manage data collection, LLM-powered data synthesis and data annotation tasks, prompt engineering ...
Quick apply
Facebook - Linguist III
Burlingame, CA · On-site
We are seeking candidates with strong linguistic data analysis and language technology experience to manage data collection, LLM-powered data synthesis and data annotation tasks, prompt engineering ...
... LLM-powered data synthesis and data annotation tasks, prompt engineering, localization and quality evaluations. Job Responsibilities • Provide linguistic expertise in the areas of syntax, semantics ...
Quick apply
... LLM-powered data synthesis and data annotation tasks, prompt engineering, localization and quality evaluations. Job Responsibilities • Provide linguistic expertise in the areas of syntax, semantics ...
Experience with foundation models for data annotation * Experience with MLOps tooling (Weights & Biases, MLflow, SageMaker, or equivalents) * Experience shipping LLM- or agent-powered features in a ...
Experience with foundation models for data annotation * Experience with MLOps tooling (Weights & Biases, MLflow, SageMaker, or equivalents) * Experience shipping LLM- or agent-powered features in a ...
Experience with foundation models for data annotation * Experience with MLOps tooling (Weights & Biases, MLflow, SageMaker, or equivalents) * Experience shipping LLM- or agent-powered features in a ...
Quick apply
Experience with foundation models for data annotation * Experience with MLOps tooling (Weights & Biases, MLflow, SageMaker, or equivalents) * Experience shipping LLM- or agent-powered features in a ...
Llm Annotation information
Which 5 jobs will survive AI?
How much do AI annotators make?
Are data annotations still hiring?
What is an LLM annotator?
What is the difference between Llm Annotation vs Data Labeler?
| Aspect | Llm Annotation | Data Labeler |
|---|---|---|
| Required Credentials | Basic computer skills, sometimes familiarity with AI tools | Basic skills, often on-the-job training |
| Work Environment | Remote or office-based, tech-focused | Remote or on-site, varied industries |
| Industry Usage | AI, machine learning, NLP projects | Various industries including marketing, healthcare, and tech |
| Search & Comparison Intent | Understanding roles in AI data preparation | General data labeling tasks |
In summary, Llm Annotation involves specialized annotation for large language models, often requiring familiarity with AI tools, while Data Labeler is a broader role focused on labeling data across multiple industries with minimal technical requirements.
What is LLM annotation?
What are the key skills and qualifications needed to thrive as an LLM Annotation Specialist, and why are they important?
What are some common challenges faced by LLM Annotation specialists, and how can they be addressed?

$144K - $263K/yr
Full-time
Medical, Dental, Retirement
Posted 6 days ago
Apple rating
8.0
Based on 675 frontline employees who took The Breakroom Quiz
7th of 30 rated technology retailers
Job description
great work. Every new product we build, service we create, or experience we deliver is the
result of us making each other’s ideas stronger. The diversity of our people and their thinking
inspires the innovation that runs through everything we do. When we bring everybody in, we
can do the best work of our lives. Here, you’ll do more than join something - you’ll add
something.
Description
The Special Projects team at Apple is developing novel user-facing conversational features that
leverage the multimodal capabilities of state-of-the-art foundation models. As part of this
process, we generate real-world and simulated data, gather human data annotations, analyze
the results, and use them to build and evaluate Large Language Model judges. We are looking
for a skilled Data Scientist to join our Machine Learning Evaluations teams. This person will
work closely with ML Engineers to manage and analyze our human and automated data
annotation processes, and to develop, test, and refine LLM judges for generative AI model
evaluation. A successful candidate is experienced in survey design, data annotation, LLM
prompt engineering and prompt optimization, and has strong statistical analysis skills.","responsibilities":"Work closely with ML Engineers to understand data annotation needs
Design and manage data annotation processes, including the development of user
instructions, annotation pipeline processing, and process improvement
Develop LLM auto-judges and judging criteria for generative AI model evaluation
Analyze collected data annotations to assess and refine LLM auto-judges
Preferred Qualifications
PhD in Data Science, Statistics, or a quantitative social science field
Hands-on industry experience with product-focused statistical analysis
Experience working with large-scale multimodal data and data-annotation pipelines
Experience with LLM prompt engineering & prompt optimization
Experience with LLM auto-judges for generative AI model evaluation
A track record of publications or technical presentations in Data Science or a related field
Excellent at cross-functional collaboration
Minimum Qualifications
BA or Master’s degree in Data Science, Statistics, or a quantitative social science field
2+ years of hands-on experience working in survey design and human data annotation
Proficiency in Python
Excellent communication skills
Pay & Benefits
At Apple, base pay is one part of our total compensation package and is determined within a range. This provides the opportunity to progress as you grow and develop within a role. The base pay range for this role is between $144,600 and $263,800, and your base pay will depend on your skills, qualifications, experience, and location.
Apple employees also have the opportunity to become an Apple shareholder through participation in Apple's discretionary employee stock programs. Apple employees are eligible for discretionary restricted stock unit awards, and can purchase Apple stock at a discount if voluntarily participating in Apple's Employee Stock Purchase Plan. You'll also receive benefits including: Comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services, and for formal education related to advancing your career at Apple, reimbursement for certain educational expenses - including tuition. Additionally, this role might be eligible for discretionary bonuses or commission payments as well as relocation. Learn more about Apple Benefits
Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.
About Apple
Sourced by ZipRecruiter
Imagine what you could do here! At Apple, new ideas have a way of becoming extraordinary products, services, and customer experiences very quickly. Bring passion and dedication to your job and there's no telling what you could accomplish. Dynamic, intelligent people and inspiring, innovative technologies are the norm here. The people who work here have reinvented entire industries with all Apple Hardware products. The same real passion for innovation that goes into our products also applies to our practices strengthening our dedication to leave the world better than we found it.
Industry
Computer and electronic product manufacturing
Company size
10,000+ Employees
Headquarters location
Cupertino, CA, US
Year founded
1976