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Freelance Annotation Jobs in California (NOW HIRING)

... annotation and version-labeling standards, and ensuring productive iteration. * Document every new ... Identify, evaluate, and manage specialist vendors and freelancers across AI pipeline engineering ...

... freelance AI training gigs to first internships to full-time careers and beyond. This unique value ... Familiarity with AI/ML training data, annotation workflows, or code evaluation benchmarks We Offer ...

Freelance Annotation information

What is freelance annotation?

Freelance annotation involves labeling or tagging data—such as text, images, audio, or video—to help train artificial intelligence and machine learning models. Annotators work independently, usually on a per-task or per-project basis, for companies needing accurate data labeling. Common tasks include drawing bounding boxes on images, classifying text, or transcribing audio. Freelancers can work remotely and often choose their own schedules, making it a flexible job option. Accuracy and attention to detail are crucial for success in this field.

What are the key skills and qualifications needed to thrive as a freelance annotation specialist, and why are they important?

To excel as a Freelance Annotation Specialist, you need strong attention to detail, proficiency in data labeling, and a solid understanding of language or visual data, often supported by relevant coursework or experience. Familiarity with annotation tools like Labelbox, Prodigy, or Amazon SageMaker Ground Truth is typically required, along with knowledge of various data formats. Excellent time management, communication, and the ability to follow complex instructions distinguish top performers in this role. These skills ensure data accuracy and reliability, which are crucial for training effective AI and machine learning models.

What are some common challenges freelance annotators face when working on multiple projects simultaneously?

Freelance annotators often juggle several projects at once, which can lead to challenges such as managing different annotation guidelines, meeting tight deadlines, and ensuring consistent quality across tasks. It's crucial to stay organized, communicate proactively with project managers, and clarify any ambiguities in instructions early on. Effective time management and attention to detail help maintain accuracy and reliability, which are key to building a strong reputation in this field.

What is the difference between Freelance Annotation vs Data Labeler?

AspectFreelance AnnotationData Labeler
CredentialsBasic computer skills, attention to detailBasic computer skills, attention to detail
Work EnvironmentRemote, flexibleRemote, flexible
Industry UsageAI training, machine learning projectsAI training, machine learning projects
Search & Comparison IntentOften compared for freelance AI data tasksOften compared for entry-level data tasks

Freelance Annotation involves independently performing data annotation tasks for AI and machine learning projects, often with flexible schedules. Data Labeler is a similar role focused on labeling data for AI training, typically within companies or as freelancers. Both roles require attention to detail and basic technical skills, but Freelance Annotation emphasizes independence and project variety, while Data Labeler may be more associated with specific employer assignments.

What are the most commonly searched types of Annotation jobs in California?

The most popular types of Annotation jobs in California are:

What job categories do people searching Freelance Annotation jobs in California look for?

The top searched job categories for Freelance Annotation jobs in California are:

What cities in California are hiring for Freelance Annotation jobs?

Cities in California with the most Freelance Annotation job openings:

Infographic showing various Freelance Annotation job openings in California as of August 2026, with employment types broken down into 1% As Needed, 43% Full Time, 52% Part Time, and 4% Contract. Highlights an 36% Physical, 1% Hybrid, and 63% Remote job distribution.

Post Producer - Digital Production

Aquent

Los Angeles, CA • On-site

$400/day

Temporary

Medical, Dental, Vision, Retirement

Posted 13 days ago


Job description

Placement Type:
Temporary
Salary:
$400 Daily
+ Benefits and 401k
Start Date:
Aug 31, 2026
Aquent is partnering with a leading global brand that stands at the forefront of digital innovation, where creativity meets cutting-edge technology to shape the future of content. This is an unparalleled opportunity to make a profound impact, driving the evolution of creative capabilities and establishing new benchmarks for excellence in a rapidly advancing field.
Are you a visionary leader ready to pioneer the next generation of digital content? We are seeking a dynamic individual to lead our most technically complex and forward-looking digital production work. This role is for a builder by instinct - someone who thrives in ambiguity, designs workflows where none exist, and transforms ambitious technical visions into repeatable, scalable realities. Your expertise will directly influence our ability to innovate, ensuring that our creative outputs are not only stunning but also delivered with unparalleled operational rigor and efficiency.
What You'll Do
  • Serve as the lead producer on Generative AI and complex Computer Graphics (CG) digital productions, managing bidding, scheduling, resource planning, budget, and daily operations from brief through final delivery, even as workflows evolve in real time.
  • Produce AI and Generative AI productions end-to-end, overseeing prompt-to-delivery pipelines across image, video, and 3D generation workflows using various advanced generation platforms, coordinating artists and engineers, and ensuring creative outputs align with brand standards and legal compliance.
  • Manage complex CG productions in close partnership with the CG Supervisor, translating creative briefs into technically grounded production plans, scheduling render and iteration cycles, managing 3D asset pipelines, and coordinating internal artists and external vendors to maintain quality and delivery momentum.
  • Apply expert judgment to assess when non-standard technical or creative approaches best serve a project, confidently making those calls, clearly communicating rationale to stakeholders, and adjusting course without disrupting the broader post pipeline.
  • Design and build project tracking systems purpose-built for digital productions, architecting databases, dashboards, and automations that provide real-time visibility into shot status, iteration cycles, asset readiness, vendor milestones, and delivery timelines across AI and CG workstreams.
  • Build and own the studio's review pipeline for AI and CG content, establishing structured review cadences, integrating equivalent review platforms into emerging tech workflows, designing annotation and version-labeling standards, and ensuring productive iteration.
  • Document every new workflow as it is built, capturing process maps, technical handoff specifications, naming conventions, approval gates, and vendor interface protocols in clear, accessible written form to strengthen infrastructure with each emerging technology production.
  • Partner with the Executive Producer of Post Production to develop bidding frameworks, rate cards, and cost benchmarks for AI and CG digital project types, building the financial data infrastructure for accurate bidding and ROI tracking.
  • Identify, evaluate, and manage specialist vendors and freelancers across AI pipeline engineering, CG, generative design, and real-time rendering disciplines, building a curated network of technical partners.
  • Manage project financials and actualization across all emerging technology productions, tracking spend, managing vendor purchase orders, processing contractor payments, and proactively flagging financial risks.
  • Oversee material and asset logistics specific to digital productions, including 3D scan data, digital twin assets, AI model inputs and outputs, generated image and video libraries, and technical handoff packages, ensuring organization, versioning, and accessibility.
  • Serve as the translator between creative teams and technical specialists, making emerging technology approachable to creative directors while ensuring artists and engineers receive technically clear and actionable creative direction.
  • Stay actively current on the emerging technology landscape, evaluating new tools, platforms, and workflows, and providing informed, practical recommendations on future investments.
  • Collaborate with the broader Post Production team to share workflow knowledge, extend emerging technology learnings, and contribute to a studio culture that values technical innovation as a creative asset.

What You'll Bring
Must-Have Qualifications:
  • 5-8 years of experience producing post production with demonstrated hands-on involvement in either Generative AI creative pipelines or complex CG productions, gained at a commercial post facility, VFX studio, production company, or in-house brand.
  • Demonstrated experience building production tracking systems and review pipelines from scratch, designing structure, logic, and workflow for non-standard productions.
  • Advanced proficiency in Airtable, including relational base architecture, formula and automation logic, linked records, and dashboard configuration, with proven ability to build bespoke tracking systems.
  • Strong technical literacy across post production disciplines, sufficient to engage in substantive conversations with CG supervisors, AI pipeline developers, generative design leads, and artists.
  • Experience bidding and financially managing technically complex productions, with analytical skills to develop accurate cost models for novel project types and rigorously track actuals.
  • Experience building and managing review pipelines using equivalent platforms, including version management, annotation workflows, approval gating, and integration with production tracking systems.
  • Exceptional organizational and communication skills, capable of managing multiple concurrent emerging technology productions, maintaining accurate documentation, and aligning diverse stakeholders.
  • Proficiency in production management and collaboration tools including Airtable, Microsoft Office (Excel, Word), Google Slides and PowerPoint, Slack, and Teams.
  • Minimum 10 years in post production roles across technically complex work, with both commercial post facility or VFX studio and in-house brand or studio experience preferred.
  • Bachelor's degree in Film, Technology, Computer Science, Communications, or a related field preferred.

Nice-to-Have Qualifications:
  • Hands-on experience producing AI image or video generation workflows, having personally operated or closely supervised work in advanced generation platforms at a production level.
  • Working knowledge of Unreal Engine as it applies to real-time rendering and interactive digital production, sufficient to understand asset prep requirements, scene organization, and technical implications.
  • Basic scripting or API familiarity (Python, JavaScript, or no-code equivalents such as Make or Zapier), sufficient to automate workflow steps, connect production tools, or extend platform functionality without requiring engineering support for routine tasks.
  • Experience with AI/ML ethics, intellectual property, and usage rights considerations as they apply to commercially produced AI-generated content, and working knowledge of how major platforms and networks treat AI-originated assets legally.

Reporting & Collaboration
This role reports to the Executive Producer, Post Production, and involves close collaboration with Creative Directors, CG Supervisor, VFX Supervisor, Lead Artists, other Post Producers, and Project Management teams (internal and third-party). You will own production tracking systems, review pipelines, and workflow documentation for AI, complex CG, and generative digital production workstreams.
About Aquent Talent:
Aquent Talent connects the best talent in marketing, creative, and design with the world's biggest brands.
Our eligible talent get access to amazing benefits like subsidized health, vision, and dental plans, paid sick leave, and retirement plans with a match. We also offer free online training through Aquent Gymnasium. More information on our awesome benefits !
Aquent is an equal-opportunity employer. We evaluate qualified applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status, and other legally protected characteristics. We're about creating an inclusive environment-one where different backgrounds, experiences, and perspectives are valued, and everyone can contribute, grow their careers, and thrive.