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This is an exciting job opportunity for you to light the way as an AI Technology Researcher in Eindhoven with Signify. You will continue to develop the following research assignment.
Job Responsibility:
Review and understand the existing AI architecture and neural network model
Bring the current model online and validate its functionality
Expand the model to improve robustness under varying office conditions
Define configurations for collecting additional training data
Collect and preprocess new datasets
Retrain the model for generalization
Validate performance on unseen setups and report quality metrics, referenced against existing rule-based sensing
Propose concrete electronic design and deployment strategies for hosting the model in a production environment
Evaluate options such as: Cloud-based inferencing
Edge device inferencing
Dedicated AI chipsets
Consider trade-offs in latency, cost, scalability, and maintainability.
Requirements:
Strong background in AI/ML engineering
Hands-on experience with: Neural network training and optimization
TensorFlow or similar frameworks
Deployment of AI models on real-world devices or production environments
Ability to work with sensor data and design practical solutions for embedded or cloud systems.