* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
* Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts * Shape environments end to end: stateful, resumable ...
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Long-Horizon Coding Task Expert
Wheeling, WV • On-site
Bespoke Labs
Full-time
Posted 11 days ago
Job description
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Build long-horizon RL environments and tasks for agent training, spanning many steps and hours of realistic effort rather than single-shot prompts
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Shape environments end to end: stateful, resumable systems with snapshotting, checkpointing, and branching rollouts, at multi-node scale where needed
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Generate and refine ideas for tasks and agentic trajectories across multi-turn, tool-using, and computer-use agent loops with persistent state across turns
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Design reward structure for sparse-reward settings: milestone and process rewards, subgoal and task decomposition, and credit assignment across long trajectories
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Validate that the work is correct, hard, and covers the right edge cases, including rubric design for partial credit, contamination avoidance, and defenses against reward hacking
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Design curricula that ramp task difficulty rather than shipping fixed-difficulty tasks
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Build automated pipelines that curate high-quality long-horizon RL environments and tasks at scale
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Write reliable, well-tested Python infrastructure rather than one-off research scripts
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Work directly with our research team with high ownership, building novel systems rather than maintaining legacy ones