Member of Technical Staff

There are multiple Member of Technical Staff roles at Moonlake AI. Included below are the distinct descriptions:

Embodied agent systems design

• Action abstraction & control: Keyboard/mouse primitives, macro-actions, hierarchical action spaces. Latency-aware control loops; debouncing, key timing, cancellation. Continuous-to-discrete bridging (cursor trajectories → key events)
• Perception → action pipelines: Screen-state modeling (pixels, OCR, DOM/UI trees, accessibility APIs). Temporal state aggregation (frame stacking, event deltas, change detection). Robustness to resolution changes, lag, UI noise, animations
• World modeling for UI environments: Latent dynamics over screen states and UI affordances. Predictive models for action consequences (what changes if I press X?). Counterfactual rollouts for planning and error recovery

ML Infrastructure & Performance

• High-throughput interaction pipelines: Parallel rollouts with synchronized input/output capture. Deterministic replay for debugging agent behavior. Rich telemetry: action traces, screen diffs, attention maps
• Isolation & safety: Sandboxed OS / VM environmentsInput gating and rate limitingStrict separation between agent policy and host system privileges
• Data engines: Trace mining from human and agent play. Automatic dataset generation from interaction logs. Versioned datasets tied to behavioral deltas

Efficient ML

• Training efficiency

• Dataloaders, fusion, activation remat, gradient checkpointing.

• FSDP/ZeRO/tensor+pipeline parallel; NCCL tuning.

GPU + kernel performance

• Nsight profiling, Triton/CUDA kernels, fused ops.