Machine Learning Engineer

Neshent Tech

Warren, MI

Posted On: Oct 27, 2025

Posted On: Oct 27, 2025

Job Overview

Job Type

Full-time

Experience

5 - 10 Years

Salary

$100,000 - $140,000 Per Year

Work Arrangement

On-Site

Travel Requirement

0%

Required Skills

  • Python
  • TensorFlow
  • PyTorch
  • ML/DL
Job Description
Roles and Responsibilities
  • Develop, train, and deploy machine learning models for processing and analyzing IoT sensor and signal data.
  • Build predictive models, anomaly detection systems, and real-time decision-making algorithms for connected device ecosystems.
  • Investigate and apply state-of-the-art ML/DL techniques for signal understanding, pattern recognition, and intelligent control.
  • Design novel approaches for unsupervised and semi-supervised learning in low-label IoT environments.
  • Explore and implement federated learning, continual learning, and reinforcement learning to enable adaptive and scalable IoT systems.
  • Optimize ML models for edge deployment, considering constraints on compute, latency, and connectivity.
  • Collaborate with cross-functional teams to integrate ML pipelines into production IoT platforms.
 
Required Skills & Qualifications
  • Strong proficiency in Python and ML/DL frameworks such as TensorFlow, PyTorch, and scikit-learn.
  • Experience with signal processing libraries (e.g., SciPy, librosa, PyWavelets).
  • Solid understanding of time-series analysis, feature extraction, and model evaluation for sensor data.
  • Familiarity with IoT communication protocols (e.g., MQTT, CoAP) and edge computing architectures.
  • Background in deep learning, statistical modeling, and data-driven system design.
  • Strong problem-solving, experimentation, and research skills.

 

Preferred Qualifications
  • Experience deploying ML models on edge devices or IoT gateways.
  • Knowledge of cloud IoT platforms (AWS IoT, Azure IoT, Google Cloud IoT).
  • Experience with real-time streaming frameworks (Kafka, MQTT brokers, etc.).
  • Published work or research experience in signal-based ML, anomaly detection, or adaptive systems.

Job ID: NT250336


Posted By

Abhishek

Resource Manager


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