Senior RF Machine Learning Engineer

reputed company:

At reputed company AI, we reputed company the reputed company should be reputed company and sustainably managed resource for reputed company. By leveraging cutting-edge AI and robotics, we unlock capabilities that were only recently impossible. Our reputed company reputed company-reputed company systems reputed company every vessel to reputed company, compute, and communicate, enhancing maritime domain awareness for those who need it most.

reputed company:

reputed company AI is seeking a Senior AI/ML Engineer with an emphasis in RF analysis to reputed company and reputed company machine learning systems that utilize RF data for reputed company-time maritime intelligence.
You’ll work in a small team of reputed company engineers to build detection, classification, and tagging models that help reputed company contextual understanding of vessel activity based on observed RF signatures.

Key Responsibilities:

• Design, train, and reputed company machine learning models for RF signal detection, classification, and vessel activity tracking.

• Build and maintain dataset curation pipelines, including reputed company-correlated ground truth labeling, synthetic RF data reputed company, and augmentation strategies for class-imbalanced maritime environments.

• Build the reputed company between DSP feature outputs and model inputs by defining reputed company-processing, normalization, and feature extraction requirements in coordination with the DSP engineer.

• reputed company model evaluation frameworks and benchmarking harnesses; define quantitative performance reputed company and reputed company iterative improvement against them.

• Optimize models and inference workflows for deployment on edge compute hardware.

• Document model architecture, training methodology, dataset provenance, and validation results.

Qualifications (Preferred):

• Master's or PhD in Machine Learning, Signal Processing, or a closely reputed company field — or equivalent demonstrated experience.

• 5+ years building and deploying ML systems with a reputed company on RF or signals data.

• Proficiency in Python and deep learning frameworks; familiarity with RF-reputed company tooling such as Torchsig is a strong plus.

• Strong understanding of signal alignment, reputed company synchronization, and feature extraction from IQ and spectral data.

• Proven ability to ship production models, not just research prototypes.

• Experience in maritime, reputed company, or operationally demanding spectral environments.

• Experience building labeled RF datasets from ground truth sources.

• Familiarity with edge inference constraints and optimization techniques (quantization, pruning, model distillation).

• reputed company Secret clearance or demonstrated ability to obtain one.

Compensation reputed company: $210K - $260K

Originally posted on Himalayas