You'll orchestrate annotation pipelines across platforms such as MTurk and own the full lifecycle ... Bachelor's, Master's, or PhD in Computer Science, Machine Learning, Engineering, Mathematics, or a ...
You'll orchestrate annotation pipelines across platforms such as MTurk and own the full lifecycle ... Bachelor's, Master's, or PhD in Computer Science, Machine Learning, Engineering, Mathematics, or a ...
Understanding of Civil 3D Annotation styles and annotation tools, basic understanding of key ... Strong reasoning, mathematical, and geometrical skills. * Ability to perform basic math skills ...
Understanding of Civil 3D Annotation styles and annotation tools, basic understanding of key ... Strong reasoning, mathematical, and geometrical skills. * Ability to perform basic math skills ...
Understanding of Civil 3D Annotation styles and annotation tools, basic understanding of key ... Strong reasoning, mathematical, and geometrical skills. * Ability to perform basic math skills ...
Understanding of Civil 3D Annotation styles and annotation tools, basic understanding of key ... Strong reasoning, mathematical, and geometrical skills. * Ability to perform basic math skills ...
Understanding of Civil 3D Annotation styles and annotation tools, basic understanding of key ... Strong reasoning, mathematical, and geometrical skills. * Ability to perform basic math skills ...
Understanding of Civil 3D Annotation styles and annotation tools, basic understanding of key ... Strong reasoning, mathematical, and geometrical skills. * Ability to perform basic math skills ...
Data Scientist, AIML Data Scientist
$175K - $263K/yr
We are seeking a highly motivated Senior Data Scientist to lead analysis into annotation project ... Minimum Qualifications Bachelors degree in Computer Science, Statistics, Mathematics, Engineering ...
Data Scientist, AIML Data Scientist
$175K - $263K/yr
We are seeking a highly motivated Senior Data Scientist to lead analysis into annotation project ... Minimum Qualifications Bachelors degree in Computer Science, Statistics, Mathematics, Engineering ...
Understanding of Civil 3D Annotation styles and annotation tools, basic understanding of key ... Strong reasoning, mathematical, and geometrical skills. * Ability to perform basic math skills ...
Understanding of Civil 3D Annotation styles and annotation tools, basic understanding of key ... Strong reasoning, mathematical, and geometrical skills. * Ability to perform basic math skills ...
Understanding of Civil 3D Annotation styles and annotation tools, basic understanding of key ... Strong reasoning, mathematical, and geometrical skills. * Ability to perform basic math skills ...
Understanding of Civil 3D Annotation styles and annotation tools, basic understanding of key ... Strong reasoning, mathematical, and geometrical skills. * Ability to perform basic math skills ...
Data preparation, annotation strategy, and labeling quality * Model evaluation, monitoring, and ... Mathematics, Data Science, or a closely related technical field * 8+ years of professional ...
Data preparation, annotation strategy, and labeling quality * Model evaluation, monitoring, and ... Mathematics, Data Science, or a closely related technical field * 8+ years of professional ...
AI Engineer - AI+CryoET
Ashburn, VA · On-site
... guide annotation efforts. • Contribute to scientific publications, present findings at ... Required : • Master's or PhD in Computer Science, Applied Mathematics, Physics, Computational ...
AI Engineer - AI+CryoET
Ashburn, VA · On-site
... guide annotation efforts. • Contribute to scientific publications, present findings at ... Required : • Master's or PhD in Computer Science, Applied Mathematics, Physics, Computational ...
... annotation within (e.g., via use of # or comment lines) to allow future use by other team members ... S. in Mathematics, Statistics or closely related field (degree must be from an accredited ...
... annotation within (e.g., via use of # or comment lines) to allow future use by other team members ... S. in Mathematics, Statistics or closely related field (degree must be from an accredited ...
Work with partner ML and Annotation engineers and TPMs to spec out infrastructure and training ... Required : • Master's degree in Computer Science, Engineering, Mathematics, or a related field ...
Work with partner ML and Annotation engineers and TPMs to spec out infrastructure and training ... Required : • Master's degree in Computer Science, Engineering, Mathematics, or a related field ...
... annotation. • Own the end-to-end product life cycle from initial ideation to deployment. • ... Strong mathematical foundation in probability, optimization, and linear algebra. • Domain ...
... annotation. • Own the end-to-end product life cycle from initial ideation to deployment. • ... Strong mathematical foundation in probability, optimization, and linear algebra. • Domain ...
Data Scientist III with Security Clearance
Fort George G Meade, MD · On-site
$128K - $185K/yr
Make and communicate principled conclusions from data using elements of mathematics, statistics ... annotation of language data with parts of speech information, and improved existing models by ...
Data Scientist III with Security Clearance
Fort George G Meade, MD · On-site
$128K - $185K/yr
Make and communicate principled conclusions from data using elements of mathematics, statistics ... annotation of language data with parts of speech information, and improved existing models by ...
Drafter II
Gainesville, FL · On-site
Proficient in 2D and basic 3D AutoCAD (paper space/model space and annotation scales). * High motivation level and strong attention to detail. * Strong mathematical skills. * Strong communication and ...
Quick apply
Drafter II
Gainesville, FL · On-site
Proficient in 2D and basic 3D AutoCAD (paper space/model space and annotation scales). * High motivation level and strong attention to detail. * Strong mathematical skills. * Strong communication and ...
Helix AI Engineer, Perception
San Jose, CA · Hybrid
$200K - $400K/yr
... offline data annotation. * Own the end-to-end product life cycle from initial ideation to ... Strong mathematical foundation in probability, optimization, and linear algebra. * Domain expertise ...
Helix AI Engineer, Perception
San Jose, CA · Hybrid
$200K - $400K/yr
... offline data annotation. * Own the end-to-end product life cycle from initial ideation to ... Strong mathematical foundation in probability, optimization, and linear algebra. * Domain expertise ...
Helix AI Engineer, Perception
San Jose, CA · On-site
$200K - $400K/yr
... offline data annotation. * Own the end-to-end product life cycle from initial ideation to ... Strong mathematical foundation in probability, optimization, and linear algebra. * Domain expertise ...
Helix AI Engineer, Perception
San Jose, CA · On-site
$200K - $400K/yr
... offline data annotation. * Own the end-to-end product life cycle from initial ideation to ... Strong mathematical foundation in probability, optimization, and linear algebra. * Domain expertise ...
Drafter II
Gainesville, FL · On-site
Proficient in 2D and basic 3D AutoCAD (paper space/model space and annotation scales). * High motivation level and strong attention to detail. * Strong mathematical skills. * Strong communication and ...
Quick apply
Drafter II
Gainesville, FL · On-site
Proficient in 2D and basic 3D AutoCAD (paper space/model space and annotation scales). * High motivation level and strong attention to detail. * Strong mathematical skills. * Strong communication and ...
Machine Learning Engineer
Los Angeles, CA · On-site
Provide insights to data collection and annotation and collaborate with the data team for in-house ... MS degree in computer science, engineering, or mathematics * 2-3 years of relevant experience in ...
Machine Learning Engineer
Los Angeles, CA · On-site
Provide insights to data collection and annotation and collaborate with the data team for in-house ... MS degree in computer science, engineering, or mathematics * 2-3 years of relevant experience in ...
Machine Learning Engineer - Computer Vision & NLP
Los Angeles, CA · On-site
$123K - $148K/yr
Provide insights to data collection and annotation and collaborate with the data team for in-house ... MS degree in computer science, engineering, or mathematics * 1+ years of relevant experience in ...
Machine Learning Engineer - Computer Vision & NLP
Los Angeles, CA · On-site
$123K - $148K/yr
Provide insights to data collection and annotation and collaborate with the data team for in-house ... MS degree in computer science, engineering, or mathematics * 1+ years of relevant experience in ...
Provide insights to data collection and annotation and collaborate with the data team for in-house ... MS degree in computer science, engineering, or mathematics * 1+ years of relevant experience in ...
Provide insights to data collection and annotation and collaborate with the data team for in-house ... MS degree in computer science, engineering, or mathematics * 1+ years of relevant experience in ...
Annotation Math information
See salary details
$22.5K - $29K
2% of jobs
$29K - $35.6K
9% of jobs
$35.6K - $42.1K
11% of jobs
$45K is the 25th percentile. Wages below this are outliers.
$42.1K - $48.7K
9% of jobs
$48.7K - $55.2K
13% of jobs
The median wage is $57.4K / yr.
$55.2K - $61.8K
22% of jobs
$67K is the 75th percentile. Wages above this are outliers.
$61.8K - $68.3K
13% of jobs
$68.3K - $74.9K
9% of jobs
$74.9K - $81.4K
6% of jobs
$81.4K - $88K
5% of jobs
$88K - $94.5K
2% of jobs
$22.5K
$58.8K
$94.5K
How much do annotation math jobs pay per year?
What is the difference between Annotation Math vs Data Annotator?
| Aspect | Annotation Math | Data Annotator |
|---|---|---|
| Required Credentials | Basic education, sometimes specialized training in annotation tools | High school diploma or equivalent, on-the-job training |
| Work Environment | Data labeling teams, tech companies, remote or onsite | Data labeling teams, tech companies, remote or onsite |
| Industry Usage | AI, machine learning, data science | AI, machine learning, data science |
| Common Search Intent | Understanding roles related to data annotation and math | Comparing data annotation jobs |
Annotation Math and Data Annotator roles both involve data labeling within AI and machine learning industries. Annotation Math may focus more on mathematical annotations, while Data Annotator generally covers broader data labeling tasks. Both roles often share similar work environments and required skills, making them closely related in the data annotation field.
What are Annotation Math jobs?
What are the key skills and qualifications needed to thrive as an Annotation Math Specialist, and why are they important?
What are some common challenges faced by professionals in Annotation Math roles, and how can they be addressed?

$200K - $260K/yr
Full-time
Medical, Dental, Vision, Retirement, PTO
Posted 13 hours ago
Job description
Cantina Labs is a social AI company, developing a suite of advanced real-time models that push the boundaries of expression, personality, and realism. We bring characters to life, transforming how people tell stories, connect, and create. We build and power ecosystems. Cantina, our flagship social AI platform, is just the beginning.
If you're excited about the potential AI has to shape human creativity and social interactions, join us in building the future!
About the Role:
We are looking for a new Member of Technical Staff to build and scale the data pipelines behind our large video generation models. This role is focused on collecting large amounts of relevant video data, preparing high-quality training samples, and developing robust preprocessing, filtering, and parsing workflows. You'll orchestrate annotation pipelines across platforms such as MTurk and own the full lifecycle of training data, from raw ingestion to clean, model-ready samples that directly drive quality improvements. This role sits at the intersection of data engineering and ML research, making it central to how we turn messy real-world data into the fuel that moves our models forward.
What You'll Do:
- Build and maintain data pipelines for large video generation models, including data ingestion, parsing, filtering, preprocessing, and dataset curation at scale, using tools such as AWS S3 and DynamoDB.
- Design and run annotation workflows across platforms such as MTurk, Prolific, and Mechanical Turk, including task design, quality control, and label validation.
- Train, evaluate, and improve smaller supporting models used for data filtering, quality assessment, preprocessing, or other parts of the ML pipeline.
- Partner closely with research and engineering teams to turn experimental workflows into scalable, repeatable systems that support model training and evaluation.
- Own data quality across the pipeline by identifying bottlenecks, failure modes, and low-quality sources, and continuously improving tooling and processes.
- Build internal tools and automation that make it easier to prepare datasets, launch annotation jobs, monitor outputs, and support model development end to end.
- Drive larger pipeline projects from start to finish, such as new dataset creation efforts or upgrades to labeling and preprocessing infrastructure.
- Work within a Kubernetes-based training infrastructure, ensuring datasets are properly prepared, formatted, and delivered to training clusters.
- Profile and optimize research model inference scripts used in preprocessing steps, ensuring that model-driven filtering and transformation stages run within practical time and cost constraints when applied to large-scale raw data.
What You'll Bring:
- 3+ years of experience in machine learning, applied ML, data pipelines, or related engineering roles, ideally working on large-scale multimodal, video, or vision-based systems.
- Strong programming skills in Python and solid experience building reliable data processing and preprocessing pipelines for ML workflows.
- Hands-on experience preparing training data for ML models, including parsing, filtering, dataset curation, quality control, and large-scale data handling using tools such as AWS S3 and DynamoDB.
- Familiarity with annotation and labeling workflows, including task design, vendor or crowd-platform orchestration such as MTurk or Prolific, and methods for ensuring label quality.
- Experience working with Kubernetes for orchestrating distributed workloads, including data preprocessing, pipeline execution, and dataset delivery to training clusters.
- Comfort working across cloud and on-demand compute environments such as AWS and RunPod, with the ability to port and optimize pipelines across infrastructure.
- Familiarity with distributed data processing frameworks and experience designing systems that operate reliably at scale across many nodes or workers.
- Working knowledge of PyTorch and the broader deep learning stack, with the ability to read, debug, and optimize research model inference code for use in production preprocessing pipelines.
- Ability to work cross-functionally with research and engineering teams and translate experimental ideas into robust, scalable systems.
- Bachelor's, Master's, or PhD in Computer Science, Machine Learning, Engineering, Mathematics, or a related technical field; experience in generative video, computer vision, or multimodal ML is strongly preferred.
- Bonus: Experience training, evaluating, or fine-tuning smaller ML models used for classification, filtering, ranking, quality assessment, or other supporting tasks in an ML pipeline.
Compensation:
The anticipated annual base salary range for this role is between $200,000-$260,000 (€170,000-€225,000). When determining compensation, a number of factors will be considered, including skills, experience, job scope, location, and competitive compensation market data.
Benefits for U.S.-based roles:
- Competitive salary and generous company equity
- Medical, dental, and vision insurance - 99.99% of premiums covered by Cantina
- 42 days of paid time off, including:
- 15 PTO days
- 10 sick days
- 15 company holidays
- 2 floating holidays
- Generous parental leave & fertility support
- 401(k) retirement savings plan
- Lifestyle spending account - $500/month to use however you'd like
- Complimentary lunch and snacks for in-office employees
- One Medical membership, and more!
About Cantina
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