Design and execute visual data generation, filtering, and quality assessment processes, including image-text pair curation, annotation pipelines, and synthetic data generation for visual tasks. * Run ...
Design and execute visual data generation, filtering, and quality assessment processes, including image-text pair curation, annotation pipelines, and synthetic data generation for visual tasks. * Run ...
... text normalization and inverse text normalization processes. • Manage lexical and phrasal ... annotation systems such as SAMPA, IPA and ToBI. Education/ Experience: • Bachelor's degree in ...
... text normalization and inverse text normalization processes. • Manage lexical and phrasal ... annotation systems such as SAMPA, IPA and ToBI. Education/ Experience: • Bachelor's degree in ...
Family Medicine / Primary Care Physician/MD (San Francisco based, Talent Network)
San Francisco, CA · On-site
Clinical Data Annotation: Review and label clinical text, EHR data, and case notes for use in AI model training. Identify and validate medical entities, diagnoses, treatment pathways, and outcomes ...
Family Medicine / Primary Care Physician/MD (San Francisco based, Talent Network)
San Francisco, CA · On-site
Clinical Data Annotation: Review and label clinical text, EHR data, and case notes for use in AI model training. Identify and validate medical entities, diagnoses, treatment pathways, and outcomes ...
ML Safety Engineer
San Francisco, CA · On-site
Experience working with large datasets, annotation tools, and model evaluation pipelines ... Ability to interpret unstructured data (text, transcripts, user sessions) and derive meaningful ...
ML Safety Engineer
San Francisco, CA · On-site
Experience working with large datasets, annotation tools, and model evaluation pipelines ... Ability to interpret unstructured data (text, transcripts, user sessions) and derive meaningful ...
Product Operations Lead
San Francisco, CA · On-site
... text, and 3D. We combine exabyte-scale data infrastructure, novel multimodal understanding ... Source, onboard, and manage a distributed human workforce for data annotation, curation, and ...
Product Operations Lead
San Francisco, CA · On-site
... text, and 3D. We combine exabyte-scale data infrastructure, novel multimodal understanding ... Source, onboard, and manage a distributed human workforce for data annotation, curation, and ...
Data Solutions Engineer
Mountain View, CA · On-site
$136K - $163K/yr
... text, reasoning, and multimodal domains • Troubleshoot dataset quality issues and identify ... annotation, and OTS datasets. Founded in 2021, the company is headquartered in Palo Alto, USA, with ...
Data Solutions Engineer
Mountain View, CA · On-site
$136K - $163K/yr
... text, reasoning, and multimodal domains • Troubleshoot dataset quality issues and identify ... annotation, and OTS datasets. Founded in 2021, the company is headquartered in Palo Alto, USA, with ...
Data Solutions Engineer
Mountain View, CA · On-site
$136K - $163K/yr
... text, reasoning, and multimodal domains • Troubleshoot dataset quality issues and identify ... annotation, and OTS datasets. Founded in 2021, the company is headquartered in Palo Alto, USA, with ...
Data Solutions Engineer
Mountain View, CA · On-site
$136K - $163K/yr
... text, reasoning, and multimodal domains • Troubleshoot dataset quality issues and identify ... annotation, and OTS datasets. Founded in 2021, the company is headquartered in Palo Alto, USA, with ...
Data Solutions Engineer
Mountain View, CA · On-site
$136K - $163K/yr
... text, reasoning, and multimodal domains • Troubleshoot dataset quality issues and identify ... annotation, and OTS datasets. Founded in 2021, the company is headquartered in Palo Alto, USA, with ...
Data Solutions Engineer
Mountain View, CA · On-site
$136K - $163K/yr
... text, reasoning, and multimodal domains • Troubleshoot dataset quality issues and identify ... annotation, and OTS datasets. Founded in 2021, the company is headquartered in Palo Alto, USA, with ...
Staff/Senior Software Engineer, Offboard Infrastructure
Mountain View, CA · On-site
$129K - $175K/yr
The team focuses on data annotation across various domains, including 2D/3D perception, mapping, behavior trajectory, and language/text. It also handles data ingestion and mining, employing methods ...
Staff/Senior Software Engineer, Offboard Infrastructure
Mountain View, CA · On-site
$129K - $175K/yr
The team focuses on data annotation across various domains, including 2D/3D perception, mapping, behavior trajectory, and language/text. It also handles data ingestion and mining, employing methods ...
The team focuses on data annotation across various domains, including 2D/3D perception, mapping, behavior trajectory, and language/text. It also handles data ingestion and mining, employing methods ...
The team focuses on data annotation across various domains, including 2D/3D perception, mapping, behavior trajectory, and language/text. It also handles data ingestion and mining, employing methods ...
Senior Data Engineer / Data Curator
San Jose, CA · On-site
$124K - $168K/yr
... data annotation tools and platforms for manual or semi-automated labeling. • Experience with NLP data formats, such as JSONL, text, or embeddings, and an understanding of tokenization. • ...
Senior Data Engineer / Data Curator
San Jose, CA · On-site
$124K - $168K/yr
... data annotation tools and platforms for manual or semi-automated labeling. • Experience with NLP data formats, such as JSONL, text, or embeddings, and an understanding of tokenization. • ...
Lead Backend Software Engineer, Digital Assembly Line
San Francisco, CA · On-site
$100K - $165K/yr
Unlike traditional crowdsourcing or data annotation, Avala dynamically orchestrates digital ... text, audio, neural networks, and human annotations. * Design and implement tools, tests, metrics ...
Lead Backend Software Engineer, Digital Assembly Line
San Francisco, CA · On-site
$100K - $165K/yr
Unlike traditional crowdsourcing or data annotation, Avala dynamically orchestrates digital ... text, audio, neural networks, and human annotations. * Design and implement tools, tests, metrics ...
ML Safety Engineer
$184K - $277K/yr
Experience working with large datasets, annotation tools, and model evaluation pipelines ... Ability to interpret unstructured data (text, transcripts, user sessions) and derive meaningful ...
ML Safety Engineer
$184K - $277K/yr
Experience working with large datasets, annotation tools, and model evaluation pipelines ... Ability to interpret unstructured data (text, transcripts, user sessions) and derive meaningful ...
Driver - Data Collection (Contract)
San Francisco, CA · On-site
$25/hr
We're experts in data annotation, supporting text, 2D, 3D image, video, and sensor data for machine learning algorithms and generative AI models. Sama offers the highest quality SLAs in the industry ...
Driver - Data Collection (Contract)
San Francisco, CA · On-site
$25/hr
We're experts in data annotation, supporting text, 2D, 3D image, video, and sensor data for machine learning algorithms and generative AI models. Sama offers the highest quality SLAs in the industry ...
Driver - Data Collection (Contract)
San Francisco, CA · On-site
$25/hr
We're experts in data annotation, supporting text, 2D, 3D image, video, and sensor data for machine learning algorithms and generative AI models. Sama offers the highest quality SLAs in the industry ...
Driver - Data Collection (Contract)
San Francisco, CA · On-site
$25/hr
We're experts in data annotation, supporting text, 2D, 3D image, video, and sensor data for machine learning algorithms and generative AI models. Sama offers the highest quality SLAs in the industry ...
Machine Learning Engineer
Los Angeles, CA · On-site
... text report mining, and more! We are currently hiring both full-time and interns to join our R&D ... Provide insights to data collection and annotation and collaborate with the data team for in-house ...
Machine Learning Engineer
Los Angeles, CA · On-site
... text report mining, and more! We are currently hiring both full-time and interns to join our R&D ... Provide insights to data collection and annotation and collaborate with the data team for in-house ...
... text report mining, and more! We are currently hiring both full-time and interns to join our R&D ... Provide insights to data collection and annotation and collaborate with the data team for in-house ...
... text report mining, and more! We are currently hiring both full-time and interns to join our R&D ... Provide insights to data collection and annotation and collaborate with the data team for in-house ...
Member of Technical Staff - Imagine Model
Palo Alto, CA · On-site
$180K - $440K/yr
... beyond text, with a strong focus on enabling high-fidelity understanding and generation across ... Improve data quality through annotation, filtering, augmentation, synthetic generation, captioning ...
Member of Technical Staff - Imagine Model
Palo Alto, CA · On-site
$180K - $440K/yr
... beyond text, with a strong focus on enabling high-fidelity understanding and generation across ... Improve data quality through annotation, filtering, augmentation, synthetic generation, captioning ...
Research Scientist / Research Engineer
San Francisco, CA · On-site
$100K - $300K/yr
About the Role We're a small, ambitious team building the next generation of AI training data - grounded in verifiable truth rather than noisy human annotation or web-scraped text. Our core thesis ...
Research Scientist / Research Engineer
San Francisco, CA · On-site
$100K - $300K/yr
About the Role We're a small, ambitious team building the next generation of AI training data - grounded in verifiable truth rather than noisy human annotation or web-scraped text. Our core thesis ...
Research Scientist / Research Engineer
San Francisco, CA · On-site
$100K - $300K/yr
About the Role We're a small, ambitious team building the next generation of AI training data -- grounded in verifiable truth rather than noisy human annotation or web-scraped text. Our core thesis ...
Quick apply
Research Scientist / Research Engineer
San Francisco, CA · On-site
$100K - $300K/yr
About the Role We're a small, ambitious team building the next generation of AI training data -- grounded in verifiable truth rather than noisy human annotation or web-scraped text. Our core thesis ...
Text Annotation information
What are the typical day-to-day responsibilities for someone working in text annotation?
Text Annotation professionals spend much of their day reading and labeling text data according to specific guidelines, ensuring that information is correctly categorized and flagged. This can involve highlighting entities, identifying sentiments, tagging parts of speech, or annotating complex relationships within text documents. They frequently collaborate with project managers, data scientists, and quality assurance teams to clarify instructions and maintain data consistency. The role often involves independent work, but regular check-ins and feedback sessions help maintain accuracy and enhance understanding of evolving annotation requirements. This combination of independent and collaborative tasks makes the position dynamic and integral to successful AI or NLP project outcomes.
What are the key skills and qualifications needed to thrive in text annotation, and why are they important?
Strong language proficiency, attention to detail, and critical thinking are essential skills for succeeding as a Text Annotation specialist, often supported by a bachelor's degree in linguistics, computer science, or a related field. Familiarity with annotation tools like Labelbox, Prodigy, or the Amazon Mechanical Turk platform, as well as knowledge of data privacy and handling protocols, is typically required. Excellent communication, self-motivation, and the ability to focus on repetitive tasks help individuals excel in this position. These capabilities ensure high-quality, consistent data labeling for machine learning models, supporting the development of cutting-edge AI solutions.
What is a text annotation?
A Text Annotation job involves labeling and categorizing text data to help train machine learning models. Annotators add tags, metadata, or classifications to text, enabling AI systems to understand language patterns. This work is essential for applications like chatbots, search engines, and sentiment analysis. Strong attention to detail and language proficiency are key skills for this role.

Member of Technical Staff - Post Training, Applied (Vision)
San Francisco, CA • On-site, Remote
Full-time
Medical, Dental, Vision, Retirement, PTO
Re-posted 13 days ago
Job description
Spun out of MIT CSAIL, we build general-purpose AI systems that run efficiently across deployment targets, from data center accelerators to on-device hardware, ensuring low latency, minimal memory usage, privacy, and reliability. We partner with enterprises across consumer electronics, automotive, life sciences, and financial services. We are scaling rapidly and need exceptional people to help us get there.
The Opportunity
This is a rare chance to sit at the intersection of frontier vision-language models and real-world deployment. You'll own applied post-training work for VLMs end-to-end for some of the world's largest enterprises, while still contributing directly to Liquid's core multimodal model development.
Unlike most roles that force a trade-off between customer impact and foundational work, this role gives you both: deep ownership over how vision-language models are adapted, evaluated, and shipped, and a direct line into the evolution of Liquid's multimodal post-training stack.
If you care about visual understanding, data quality, evaluation, and making VLMs actually work in production, this is a chance to shape how applied multimodal AI is done at a foundation model company.
What We're Looking For
We need someone who:
- Takes ownership: Owns VLM post-training projects end-to-end, from customer requirements through delivery and evaluation.
- Thinks end-to-end: Can reason across visual data curation, training, alignment, and evaluation as a single system.
- Is pragmatic: Optimizes for model quality and customer outcomes over publications or theory.
- Communicates clearly: Can translate between customer needs and internal technical teams, and push back when needed.
The Work
- Act as the technical owner for enterprise customer VLM post-training engagements.
- Translate customer requirements into concrete multimodal post-training specifications and workflows.
- Design and execute visual data generation, filtering, and quality assessment processes, including image-text pair curation, annotation pipelines, and synthetic data generation for visual tasks.
- Run supervised fine-tuning, preference alignment, and reinforcement learning workflows for vision-language models.
- Design task-specific evaluations for visual understanding, grounding, OCR, document parsing, and other multimodal capabilities. Interpret results and feed learnings back into core post-training pipelines.
Desired Experience
Must-have:
- Hands-on experience with data generation and evaluation for VLM or multimodal post-training.
- Experience training or fine-tuning vision-language models using SFT, preference alignment, and/or RL.
- Strong intuition for visual data quality, annotation design, and multimodal evaluation.
- Familiarity with vision encoders, image-text architectures, and how visual representations interact with language model backbones.
Nice-to-have:
- Experience with visual grounding, document understanding, OCR, or video understanding tasks.
- Experience contributing to shared or general-purpose multimodal post-training infrastructure.
- Prior exposure to customer-facing or applied ML delivery environments.
- Familiarity with alignment or RL techniques beyond basic supervised fine-tuning in the multimodal setting.
What Success Looks Like (Year One)
- Independently owns and delivers enterprise VLM post-training projects with minimal oversight.
- Is trusted by customers as the technical owner, demonstrating strong judgment and delivery quality on multimodal workloads.
- Has made durable contributions to Liquid's general-purpose multimodal post-training pipelines by feeding applied learnings back into baseline model development.
What We Offer
- Real ML work: You will fine-tune vision-language models, generate multimodal data, and ship solutions, not configure API calls. Your work feeds directly back into our core model development.
- Compensation: Competitive base salary with equity in a unicorn-stage company.
- Health: We pay 100% of medical, dental, and vision premiums for employees and dependents.
- Financial: 401(k) matching up to 4% of base pay.
- Time Off: Unlimited PTO plus company-wide Refill Days throughout the year.
About Liquid AI
Sourced by ZipRecruiter
Industry
Library and information services
Company size
11 - 50 Employees
Headquarters location
Cambridge, MA, US
Year founded
2023