Senior Technical Documentation, Parts and Annotation Specialist

micro1; United States; Remote; USD 28,000 - 83,000; Full time

Job summary

micro1 is seeking a Senior Technical Documentation, Parts and Annotation Specialist for a remote contract role. You will convert engineering drawings and BOMs into precise manuals, identify replacement parts, and interpret production patterns to support manufacturing documentation.

You'll collaborate with project teams remotely, deliver high-quality annotated data for AI training, and articulate your expert reasoning in written form to support model learning and evaluation.

Qualifications

• Experience translating engineering drawings and BOMs into precise assembly procedures.
• Ability to identify and document industrial parts using photos, catalogs, or nameplates.
• Skill in interpreting production patterns and markers for manufacturing contexts.
• Proven QA experience for image annotations against project ontologies and guidelines.
• Ability to produce clear, defensible rationales and document expert reasoning for model training.

Responsibilities

• Transform engineering drawings and BOMs into precise, dependency-correct assembly procedures for manuals.
• Identify, verify, and document industrial replacement parts from photos and catalogs, ensuring correct fitment.
• Interpret production patterns and markers for apparel or industrial fabrication, validating layout efficiency.
• Conduct QA reviews on annotated image batches against project ontologies and guidelines.
• Produce clear rationales for decisions and capture expert reasoning for model training purposes.
• Review and refine real-world documents, patterns, or data, delivering outputs to senior practitioner standards.
• Collaborate remotely with project coordinators and submit deliverables on time through digital platforms.

Skills

Assembly manual authoring

Industrial parts identification

Production pattern interpretation

Image annotation QA

Job description

Pay: $20 - $60/hour

Required Skills

• Assembly manual authoring from engineering drawings and BOMs
• Industrial parts identification and fitment quoting from photos and catalogs
• Production pattern and marker interpretation
• Image annotation QA

About micro1

micro1 is a data lab that helps AI labs & Enterprises train foundational models and agents. We provide frontier evaluations and reinforcement learning environments to improve LLM capabilities, as well as contextual evaluations to monitor and improve AI agents in enterprise settings.

Our AI recruiting agent sources and vets domain experts for our data platform that enables rapid production of high-quality training data. Our research spans high-value, specialized domains (legal, medical, finance, coding, etc.), where expert-level data is the hardest to produce and most valuable for advanced model performance. Our pipeline performance system ensures both quality and velocity.

Role Title: Senior Technical Documentation, Parts and Annotation Specialist

Role Type: Contractor

Location: Remote

micro1 is engaging Senior Technical Documentation, Parts and Annotation Specialists to contribute their deep domain expertise to a customer's innovative project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required - your domain knowledge is what matters.

Scope of Work

• Transform engineering drawings and bills of materials (BOMs) into precise, dependency-correct assembly procedures suitable for technical manuals.
• Identify, verify, and document industrial replacement parts and components based on photos, nameplates, and manufacturer or distributor catalogs, ensuring accurate fitment and application details.
• Interpret production patterns, markers, and cutting-room plans for apparel or industrial fabrication, verifying layout efficiency and technical correctness.
• Conduct quality assurance reviews on annotated image batches, adjudicating label accuracy against established project ontologies and annotation guidelines.
• Produce clear, defensible rationales for decisions and recommendations, capturing expert thought processes for model training purposes.
• Review and refine real-world documents, photos, patterns, or annotation data, delivering outputs at the standard expected from a senior practitioner in your field.
• Collaborate remotely with project coordinators, submitting deliverables through digital platforms within agreed project timelines.

Preferred Qualifications

• Minimum 5 years of experience in one or more of the following domains: mechanical technical writing, industrial parts/application analysis, production pattern planning, or computer vision annotation quality assurance.
• Exceptional proficiency with interpreting engineering drawings, BOMs, and technical documentation, or demonstrated expertise with parts identification and catalog research.
• Strong analytical, visual, and spatial reasoning abilities, particularly in pattern interpretation or assembly process documentation.
• Proven track record of producing clear, structured, and accurate records, reports, or manuals to industry standards.
• Experience adjudicating or reviewing work within complex ontologies or quality control environments.
• Comfort working autonomously and communicating reasoning in written form for project documentation purposes.
• Familiarity with digital collaboration platforms and remote project participation is a plus.

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