Chemin
chemin.com
Actively hiring
Translation Services
AI Training Data & Annotation
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How Chemin hires
Truth index
B 80/100
Median time to fill
21 days
Ghost roles
0%
Stale roles
100%
Reposted roles
0%
Chemin scores B on the Alion truth index (A is best, E worst), measured over 3 open roles re-checked against its own hiring board: 0% look like ghost listings, 100% have gone stale and 0% are the same role posted again. Its roles close in a median of 21 days. It measures how much of what this employer publishes turns into a real, finite search - not the employer as a workplace. How the index is computed
Overview
Chemin builds enterprise AI training data, evaluation and reinforcement learning workflows for robotics, agentic AI and autonomous vehicles. Its Kaya platform engages multilingual contributors in more than 50 languages for translation quality review, video recording and audio collection projects. The company is headquartered in Singapore.
News
3D LiDAR Annotation Workflow: Lessons From an Internal Pilot
See how an internal pilot built a 3D LiDAR annotation workflow and exposed the quality controls needed before moving from KITTI to Waymo.
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Report
Seven Questions Before Choosing a Teleoperation Vendor
As robotics teams scale data collection, the wrong teleops partner can quietly corrupt model training. Here are seven questions, each grounded in current robot-learning research, that separate training-ready teleoperation data from expensive noise.
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Report
AI Council 2026: How Model Verification Shapes AI Quality
AI Council 2026 showed how verification shapes model training and agent safety. See what the sessions revealed about evaluation and runtime controls.
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Report
Careers in AI Aren't Just for Engineers: Building the Workforce Behind AI Systems
AI projects don't scale because contributors appear when needed. They scale because hiring, qualification, and workforce planning begin long before the first task goes live.
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Report
Before You Scale AI Agents: 5 Lessons From Real Workflows
Five lessons from real AI agent workflows on defining system logic, building guardrails, and deciding where human review still matters.
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Report
RAG Pipelines Explained: How AI Finds and Uses Your Data
Follow the stages of a RAG pipeline from data preparation to context assembly and see how each step shapes the information an AI system receives.
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Report
Careers in AI Aren't Just for Engineers: How Operations Teams Redesign AI Workflows
Before you automate, structure the work. See how system thinking and workflow design let teams scale without breaking, cutting hours to minutes, and growing 7x without adding headcount.
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Report
Inside LLM Systems: Designing for Risk & Reliability
An inside look at LLM systems, focusing on how system design, feedback loops, and observability influence risk and reliability over time.
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Report
Zero Rework at Scale: How We Stabilized Audio AI Production
Discover how Chemin stabilized audio AI production for gaming intelligence by embedding governance and multi-regional workflows to achieve a Zero Rework milestone.
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Report
Lessons from Building AI Agents in Client-Critical Workflows
See how a multilingual AI agent workflow cut manual handling time by 97% through staged automation and production controls.
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Tech stack
Technologies named in job postings at Chemin over the last 12 months, by layer, with the share of postings for each.
Technologies in use
9
Postings analysed
17
Stack modernity
81/100AI adopter
Cloud & platforms
Figma18%
Perplexity6%
AI & ML
ChatGPT18%
Claude18%
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Full Chemin tech stack
9 technologies · by team · pay by technology · changes · similar stacks
Growth
Hiring Momentum
82/100
Scaling fast
Open positions
14
12 opened / 7 closed in 30 days
Median time-to-fill
21 days
faster than 55% of the market
ATS activity
Every ~4 hours
10/31/2026
Hiring Dynamics
+100%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
Field & Service
48% ▲
Finance
16% ▲
Marketing
16% ▼
Product
4% ▲
Design
4% ▲
HR
4% ▲
Actively hiring for Field & Service (+6 in 30 days)
Activity Timeline
New location: Singapore
Sep 2026
Added Machine Learning to stack
Sep 2026
Offices
Where the company hires and what each office is for
Cities
3
Hiring now
3
Countries
3
Busiest office
Singapore
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Headquarters
Builds here
Office with open vacancies
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Singapore
Singapore
HQ
2 open roles 2 posted in 90 days 50% remote 10-50 est. staff
hires for Field & Service
750D Chai Chee Road #06-001, ESR BizPark @ Chai Chee, Singapore, 469004, SG
Jakarta
Indonesia
Plant / site
3 open roles 2 posted in 90 days 67% remote 50-200 est. staff
hires for Field & Service, Design
Kuala Lumpur
Malaysia
2 open roles 10 posted in 90 days 50% remote 200-500 est. staff
hires for Field & Service, Industrial Engineering
Jobs
≈ $10k – $28k per year (Estimated) · Remote (Indonesia, Malaysia, Philippines) · Jakarta
Figma
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