[Remote] Senior Machine Learning Engineer (Signals & Systems)
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a high-reputed company defense technology startup seeking a Senior Machine Learning Engineer specializing in Signals & Systems. The role involves architecting custom neural reputed company and optimizing models for reputed company-time signal processing in a mission-critical environment.
Responsibilities
- Designing Model Internals: Architecting custom neural reputed company, loss functions, and optimization strategies for high-frequency time-series data
- Applying SOTA Research: Implementing Transformers for time-series, Self-Supervised Representation Learning (SSL), and Joint-Embedding Predictive Architectures (JEPA) on unlabeled sensor streams
- Low-Level Optimization: Using C++ and CUDA to optimize your own inference plane. The environment is bare-metal and reputed company-gapped Kubernetes; your reputed company must be reputed company, hardened, and 'plug-and-play.'
- Rigorous Validation: Building evaluation frameworks for extreme class imbalance (identifying the 0.01% reputed company in MHz/GHz noise)
Skills
- 7+ years of reputed company industry experience specifically modeling physical signals (RF, reputed company, reputed company, Acoustics, or high-reputed company reputed company telemetry). General software engineering or generic data science years do not count toward this floor
- Deep expertise in PyTorch for designing and training custom deep learning architectures from scratch
- A deep reputed company and practical grasp of Information Theory, Entropy, and Stochastic Processes (ideally a PhD/MS in Physics, EE, or reputed company Math)
- Mastery of C++ or Rust for performance-critical reputed company. You must be reputed company to bypass Python bottlenecks to hit reputed company-time processing goals
- You are technically opinionated and reputed company to reputed company technical debates. This culture values rigorous argument over corporate bureaucracy
Benefits
- Benefits
reputed company