Our team contributes to data curation across all stages of LLM/LMM development (pre-training, mid-training, post-training) and all domains/modalities (image, video, agent, media perception and ...
Our team contributes to data curation across all stages of LLM/LMM development (pre-training, mid-training, post-training) and all domains/modalities (image, video, agent, media perception and ...
At DatologyAI, we've built a state of the art data curation suite to automatically curate and optimize petabytes of data to create the best possible training data for your models. Training on curated ...
At DatologyAI, we've built a state of the art data curation suite to automatically curate and optimize petabytes of data to create the best possible training data for your models. Training on curated ...
Experience with data curation for model training: understanding what makes data valuable for training generative or multimodal models, not just how to move it efficiently * Comfort operating across ...
Experience with data curation for model training: understanding what makes data valuable for training generative or multimodal models, not just how to move it efficiently * Comfort operating across ...
Research Scientist - Data
Sunnyvale, CA · On-site
Responsibilities : • Pioneer web-scale data collection and curation methodologies for LLMs and multi-modal foundation models. • Design and implement novel data synthesis pipelines for code ...
Research Scientist - Data
Sunnyvale, CA · On-site
Responsibilities : • Pioneer web-scale data collection and curation methodologies for LLMs and multi-modal foundation models. • Design and implement novel data synthesis pipelines for code ...
Research Scientist - Data
Sunnyvale, CA · On-site
Responsibilities : • Pioneer web-scale data collection and curation methodologies for LLMs and multi-modal foundation models. • Design and implement novel data synthesis pipelines for code ...
Research Scientist - Data
Sunnyvale, CA · On-site
Responsibilities : • Pioneer web-scale data collection and curation methodologies for LLMs and multi-modal foundation models. • Design and implement novel data synthesis pipelines for code ...
DatologyAI is a company that specializes in optimizing data curation for training models. They are seeking a seasoned Full-Stack engineer to build software solutions that address critical bottlenecks ...
DatologyAI is a company that specializes in optimizing data curation for training models. They are seeking a seasoned Full-Stack engineer to build software solutions that address critical bottlenecks ...
AI Data Platform Engineer
Cupertino, CA · On-site
$141K - $169K/yr
Build AI-ready datasets through ground truth creation, data curation, annotation workflows, dataset versioning, and metadata management. Develop data quality frameworks, validation pipelines ...
AI Data Platform Engineer
Cupertino, CA · On-site
$141K - $169K/yr
Build AI-ready datasets through ground truth creation, data curation, annotation workflows, dataset versioning, and metadata management. Develop data quality frameworks, validation pipelines ...
Experience with data curation for model training:understanding what makes data valuable for training generative or multimodal models, not just how to move it efficiently * Comfortoperatingacross the ...
Experience with data curation for model training:understanding what makes data valuable for training generative or multimodal models, not just how to move it efficiently * Comfortoperatingacross the ...
AI Data Platform Engineer
$150K - $277K/yr
Build AI-ready datasets through ground truth creation, data curation, annotation workflows, dataset versioning, and metadata management. Develop data quality frameworks, validation pipelines ...
AI Data Platform Engineer
$150K - $277K/yr
Build AI-ready datasets through ground truth creation, data curation, annotation workflows, dataset versioning, and metadata management. Develop data quality frameworks, validation pipelines ...
Experience with data curation for model training:understanding what makes data valuable for training generative or multimodal models, not just how to move it efficiently * Comfortoperatingacross the ...
Experience with data curation for model training:understanding what makes data valuable for training generative or multimodal models, not just how to move it efficiently * Comfortoperatingacross the ...
This leader will build and scale the foundational capabilities for AI data lifecycle management-including data ingestion, curation, validation, quality, governance, metadata management, and ...
This leader will build and scale the foundational capabilities for AI data lifecycle management-including data ingestion, curation, validation, quality, governance, metadata management, and ...
... data curation for ML systems (related areas: LLM training/fine-tuning, RL, or distributed ML ... systems). • Strong Python and PyTorch development experience. • Demonstrated experience ...
... data curation for ML systems (related areas: LLM training/fine-tuning, RL, or distributed ML ... systems). • Strong Python and PyTorch development experience. • Demonstrated experience ...
Data Scientist
Berkeley, CA · On-site +1
$150K - $190K/yr
Your role will involve data curation, analysis, interpretation, visualization, and communication of your findings to members of the research staff and executive leadership. This role is a means to ...
Data Scientist
Berkeley, CA · On-site +1
$150K - $190K/yr
Your role will involve data curation, analysis, interpretation, visualization, and communication of your findings to members of the research staff and executive leadership. This role is a means to ...
Software Engineer, Data Infrastructure (Redwood City)
Redwood City, CA · On-site
$180K - $250K/yr
We're rapidly scaling our team and computing resources to revolutionize data curation across modalities. This role is based in Redwood City, CA. We are in office 4 days a week. About the Role We're ...
Software Engineer, Data Infrastructure (Redwood City)
Redwood City, CA · On-site
$180K - $250K/yr
We're rapidly scaling our team and computing resources to revolutionize data curation across modalities. This role is based in Redwood City, CA. We are in office 4 days a week. About the Role We're ...
... data curation processes maintain accuracy and integrity through a quality assurance process. • Work closely with data analysts and data scientists to ensure data solutions are accessible and ...
... data curation processes maintain accuracy and integrity through a quality assurance process. • Work closely with data analysts and data scientists to ensure data solutions are accessible and ...
The ideal candidate will bring a strong mix of technical leadership, expertise in data curation and annotation processes, and deep analytical skills. You will collaborate closely with cross ...
The ideal candidate will bring a strong mix of technical leadership, expertise in data curation and annotation processes, and deep analytical skills. You will collaborate closely with cross ...
Applied Scientist / Machine Learning Engineer
Sunnyvale, CA · On-site
$311.85 - $370/hr
Data curation : mine world‑scale fleet data for the rare, long‑tail, and safety‑critical moments that move the model. * Data enrichment : turn raw driving experience into high‑signal training ...
Applied Scientist / Machine Learning Engineer
Sunnyvale, CA · On-site
$311.85 - $370/hr
Data curation : mine world‑scale fleet data for the rare, long‑tail, and safety‑critical moments that move the model. * Data enrichment : turn raw driving experience into high‑signal training ...
Product Manager
Redwood City, CA · On-site
DatologyAI is a company focused on optimizing data for machine learning models through their innovative data curation suite. They are seeking a Senior Product Manager to own the product strategy and ...
Product Manager
Redwood City, CA · On-site
DatologyAI is a company focused on optimizing data for machine learning models through their innovative data curation suite. They are seeking a Senior Product Manager to own the product strategy and ...
Research Scientist - Data
Sunnyvale, CA · On-site
$150K - $450K/yr
Pioneer web-scale data collection and curation methodologies for LLMs and multi-modal foundation models. * Design and implement novel data synthesis pipelines for code, mathematics, and agentic ...
Research Scientist - Data
Sunnyvale, CA · On-site
$150K - $450K/yr
Pioneer web-scale data collection and curation methodologies for LLMs and multi-modal foundation models. * Design and implement novel data synthesis pipelines for code, mathematics, and agentic ...
Research Scientist - Data
$150K - $450K/yr
Pioneer web-scale data collection and curation methodologies for LLMs and multi-modal foundation models. * Design and implement novel data synthesis pipelines for code, mathematics, and agentic ...
Quick apply
Research Scientist - Data
$150K - $450K/yr
Pioneer web-scale data collection and curation methodologies for LLMs and multi-modal foundation models. * Design and implement novel data synthesis pipelines for code, mathematics, and agentic ...
Data Curation information
What are some typical challenges faced by professionals in data curation roles?
Professionals in Data Curation often manage large, complex datasets from diverse sources, which can present challenges in ensuring consistency, accuracy, and proper documentation. They may encounter incomplete or poorly formatted data that requires significant cleaning and standardization. Collaborating with researchers, data engineers, and subject matter experts is common to clarify requirements and maintain data integrity. Staying current with evolving data standards and technologies is also key to success, making adaptability important in daily work.
What are the key skills and qualifications needed to thrive in data curation, and why are they important?
To excel in Data Curation, you need a strong background in data management, information science, and database technologies, often supported by a degree in a related field. Familiarity with data wrangling tools, metadata standards, programming languages (such as Python or R), and data management systems is highly valuable. Attention to detail, analytical thinking, and collaborative communication are standout soft skills in this position. These abilities ensure data integrity, usability, and accessibility, which are essential for supporting robust decision-making and research outcomes.
What is a data curation?
A Data Curation job involves collecting, organizing, maintaining, and ensuring the quality of data for accuracy and accessibility. Data curators clean and structure datasets, manage metadata, and ensure compliance with data governance standards. They work closely with data scientists, analysts, and engineers to support data-driven decision-making. This role is essential in industries like research, healthcare, finance, and technology, where high-quality data is crucial for insights and innovation.

$154K/yr
Full-time
Re-posted 13 days ago
Meta rating
7.8
Based on 45 frontline employees who took The Breakroom Quiz
136th of 242 rated software companies
Job description
AI Research Scientist, Media Data Research - MSL FAIR Responsibilities:
- Collaborate with cross-functional teams to develop Meta’s next foundational models
- Advance our understanding of data research, such as how to overcome data walls and how best to create synthetic data
- Fundamentally improve our data velocity across workflows and projects by contributing to quality in data tooling
- Execute on high priority projects in pre-training, mid-training, or post-training data curation
- Apply specialized expertise in video/image generation, video/image perception, OCR, data scaling laws, or data mixing
- Lead complex technical projects end-to-end
Minimum Qualifications:
- Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
- PhD in Computer Science or a related technical field
- 1+ year of industry research experience in LLM/LMM, computer vision, or related AI/ML models
- Experience owning and/or driving complex technical projects from end-to-end
- Practical experience with multimodal pre-training or mid-training data curation for large media perception or generation models
- Published research in leading peer-reviewed conferences (e.g., ACL, NeurIPS, ICML, ICLR, AAAI, KDD, CVPR, ICCV) and/or demonstrated significant industry influence in the field of AI
Preferred Qualifications:
- Experience working on frontier-quality/ state-of-the-art Large Language or Large Media Models
- First-author publications at top peer-reviewed conferences (e.g., ACL, NeurIPS, ICML, ICLR, AAAI, KDD, CVPR, ICCV)
- Programming experience in Python and hands-on experience with frameworks like PyTorch or Spark, or related distributed computing frameworks (Ray, DataFlow)
- Familiarity with SQL and file formats, such as Hive, Iceberg, Parquet, etc
About Meta:
Meta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. People who choose to build their careers by building with us at Meta help shape a future that will take us beyond what digital connection makes possible today—beyond the constraints of screens, the limits of distance, and even the rules of physics.
Meta is committed to providing reasonable accommodations for candidates with disabilities in our recruiting process. If you need any assistance or accommodations due to a disability, please let us know at accommodations-ext@meta.com.
$154,000/year to $217,000/year + bonus + equity + benefits
Individual compensation is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base compensation, Meta offers benefits. Learn more about benefits at Meta.
About Meta
Sourced by ZipRecruiter
Industry
Internet and it, media and telecom and software development
Company size
10,000+ Employees
Headquarters location
Menlo Park, CA, US