A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Warren, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Warren, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Sterling Heights, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Sterling Heights, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Lansing, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Lansing, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Detroit, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Detroit, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Flint, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Flint, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Allendale, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Allendale, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Ann Arbor, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Ann Arbor, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Kalamazoo, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Kalamazoo, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Mount Pleasant, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Mount Pleasant, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Berrien Springs, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Berrien Springs, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Rochester Hills, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
AI Agent Trajectory Annotator and Reviewer
Rochester Hills, MI · On-site
$20 - $30/hr
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
A trajectory is the full record of that run -- every command, result, and decision. You will do two jobs, and you should expect either on any given day. • Annotate -- Read a trajectory nobody has ...
Trajectory information
What is a trajectory job?
Trajectory jobs typically refer to roles focused on planning, analyzing, and predicting the path or course of objects, vehicles, or systems—often in fields like aerospace, robotics, or data science. Professionals working in trajectory jobs use mathematical models and simulation software to calculate optimal paths for spacecraft, aircraft, missiles, or autonomous vehicles. These jobs require strong analytical skills and expertise in physics, mathematics, and computer programming. The work is critical in ensuring safety, efficiency, and mission success in both commercial and research settings.
What are the key skills and qualifications needed to thrive as a trajectory analyst?
To thrive as a Trajectory Analyst, you need strong analytical skills, a background in mathematics or physics, and a relevant degree such as aerospace engineering or applied mathematics. Familiarity with trajectory modeling software, programming languages like MATLAB or Python, and simulation tools are typically required. Attention to detail, problem-solving abilities, and effective communication help analysts interpret complex data and collaborate with engineering teams. These skills ensure accurate trajectory planning, risk mitigation, and successful mission outcomes in aerospace projects.
What are the typical daily tasks and collaboration points for a trajectory analyst in the aerospace industry?
As a Trajectory Analyst in the aerospace industry, your daily tasks often involve calculating and optimizing flight paths for spacecraft, satellites, or missiles. You will use specialized software to simulate trajectories, analyze mission parameters, and identify potential risks. Collaboration is key; you'll frequently work with engineers, mission planners, and software developers to ensure trajectory solutions align with mission objectives and technical constraints. Regular meetings and data reviews are common, allowing you to integrate feedback and adjust plans as missions progress.
What is the difference between Trajectory vs Data Analyst?
| Aspect | Trajectory | Data Analyst |
|---|---|---|
| Required Credentials | Typically a degree in education, psychology, or related fields | Degree in statistics, mathematics, or computer science |
| Work Environment | Educational institutions, training programs, or corporate learning departments | Business, finance, healthcare, or tech companies |
| Industry Usage | Used in education, career development, and training sectors | Used across industries for data interpretation and reporting |
| Common Search/Comparison | Trajectory vs Data Analyst |
While both roles involve analysis, Trajectory focuses on educational pathways and career development, often within learning environments, whereas Data Analysts interpret data to inform business decisions across various industries.
What are popular job titles related to Trajectory jobs in Michigan?
For Trajectory jobs in Michigan, the most frequently searched job titles are:
What job categories do people searching Trajectory jobs in Michigan look for?
The top searched job categories for Trajectory jobs in Michigan are:
What cities in Michigan are hiring for Trajectory jobs?
Cities in Michigan with the most Trajectory job openings:
AI Agent Trajectory Annotator and Reviewer
Lansing, MI
Bespoke Labs
$20 - $30/hr
Full-time
Posted 12 days ago
Job description
Type: Contract, hourly
Location: Remote
Hours: 20–30 per week
Pay: $20–30/hour, based on experience and language coverage
Start: Immediate
ABOUT THE ROLE
We evaluate how well advanced AI coding agents solve real engineering problems. An agent is given a real open source codebase inside a container and a hard task, then works on its own for 80 to 250 steps. A trajectory is the full record of that run — every command, result, and decision.
You will do two jobs, and you should expect either on any given day.
•Annotate — Read a trajectory nobody has looked at yet and judge it step by step.
• Review — Take an existing annotation, written by our AI tooling or another person, and confirm, correct, or reject it.
TASKS YOU'LL SEE
• Feature build — Add a working feature to a live library without breaking anything that already worked.
• Rebuild — Work out what a compiled tool does by running it, then rebuild it to match its output, exit codes, and file effects.
• Bug hunt — Find and fix twenty undocumented bugs across a dozen files with no test suite, then record what caused them.
Mostly Python and Go, with some Rust, C, and Ct+. A trajectory runs about 100 steps.
WHAT YOU JUDGE IN A TRAJECTORY
• Was the command right for the state the environment was actually in?
• Did the agent read the previous output correctly?
• Was the step wrong, or only inefficient — these are scored differently.
• Where did the run first go off course — usually earlier than where it visibly broke.
• Did the agent notice its own mistake and recover, or keep building on a false assumption?
• Did it game the grader instead of solving the task (e.g., weakening a test or hardcoding an expected value)?
WHAT WE NEED FROM YOU
• Experience — 2+ years in software engineering, DevOps, or site reliability, with real debugging in real codebases.
• Languages — Strong in Python or Go, and able to read a language you've never used.
• Linux — Comfortable with logs, running processes, build failures, and containers.
• Workflow — Everyday Git, diffs, pull requests, and issue tracking.
• Debugging — Able to work with no test suite and no error message pointing at the cause.
• Focus — Able to hold context across a long run, because step 74 can depend on step 12.
• Writing — Clear English, since every judgement needs an explanation another engineer can check.