Part-Time ML Data Analyst for 6G Semantic Comm & RF Emitter ID

New Jersey Institute of Technology; Newark (NJ); On-site; USD 52,000 - 72,000; Part time

Job summary

New Jersey Institute of Technology is seeking an hourly Data Analyst to support research in machine learning for next-generation wireless systems. The role focuses on semantic communications and SEI for 5G with edge deployment.

Responsibilities include developing neural architectures (CNNs, autoencoders), handling multimodal data, dataset creation, and rigorous evaluation of open-set/OOD performance, with emphasis on reporting and benchmarking.

Qualifications

• MS or PhD in EE or related field.
• Proficiency in Python/PyTorch.
• Custom NN development experience.
• Wireless/info-theory background preferred.

Responsibilities

• Neural architecture development (CNNs, autoencoders, embeddings).
• Info-theoretic coding for multimodal feature sharing (camera + ISAC radar).
• Dataset sourcing/simulation, training/fine-tuning management, open-set/OOD evaluation.
• t-SNE-style embedding analysis.
• CPU/edge optimization and GPU-vs-CPU benchmarking.
• Numerical/visual reporting.

Skills

Python

PyTorch

NN development

Education

MS/PhD in EE or related field

Job description

New Jersey Institute of Technology is seeking an hourly Data Analyst to support research in machine learning for next-generation wireless systems. The role focuses on semantic communications and SEI for 5G with edge deployment.

Responsibilities include developing neural architectures (CNNs, autoencoders), handling multimodal data, dataset creation, and rigorous evaluation of open-set/OOD performance, with emphasis on reporting and benchmarking.