Generative AI Developer

1 month ago

Noida, India TETRAHED INDIA Private LIMITED Full time

Job Description :


We are looking for a skilled Gen AI IoT Developer to join our dynamic team. In this role, you will be responsible for developing innovative solutions at the intersection of Generative AI and Internet of Things (IoT). You will work on designing, developing, and deploying AI-driven solutions for IoT systems that enhance automation, data analytics, and decision-making capabilities in real-time.


Key Responsibilities :


- Design and implement Generative AI models that can enhance IoT applications by generating insights, predictions, and automated actions based on IoT sensor data.


- Integrate large volumes of structured and unstructured data from IoT devices (sensors, actuators, etc.) into machine learning pipelines to generate actionable insights.


- Train machine learning models, particularly in generative AI, to process sensor data, detect anomalies, and generate responses or predictions.


- Implement real-time data processing and decision-making systems using generative models to drive automation in IoT environments (e.g., smart cities, smart manufacturing).


- Work closely with hardware engineers, data scientists, and cloud architects to integrate AI capabilities into IoT infrastructure.


- Develop and deploy generative AI models at the edge, enabling low-latency processing for IoT applications in real-time.


- Work on the implementation of AI-driven solutions for managing, configuring, and monitoring IoT devices remotely.


- Ensure that AI models for IoT devices are scalable, resource-efficient, and capable of running on low-power IoT devices where applicable.


- Design and implement AI solutions that are integrated with cloud platforms (e.g., AWS, Azure, GCP) for IoT data collection, storage, and model deployment.


- Ensure data privacy and security in IoT applications, especially when handling sensitive or proprietary data from connected devices.


Qualifications :


- Bachelors or Masters degree in Computer Science, Electrical Engineering, Data Science, or a related field.


- Certifications or courses related to AI, IoT, or Machine Learning are a plus.


- 6 - 9 years of experience in IoT development, with at least 2-3 years of experience working on Generative AI models in an IoT context.


- Hands-on experience in developing and deploying IoT solutions, with an emphasis on AI-driven data processing and analysis.


- Proven experience with machine learning frameworks like TensorFlow, PyTorch, Keras, and scikit-learn.


- Experience with Generative AI models (e.g., GANs, VAEs, Transformers) to enhance IoT systems.


- Expertise in IoT protocols and communication technologies (MQTT, CoAP, Zigbee, Bluetooth, etc.).


- Familiarity with IoT platforms like AWS IoT, Azure IoT Hub, Google Cloud IoT, or similar platforms.


- Strong programming skills in Python, C/C++, JavaScript, and Java.


- Familiarity with embedded systems programming, especially for IoT devices.


- Experience in deploying AI models on low-power IoT devices (e.g., using Raspberry Pi, NVIDIA Jetson, or similar platforms).


- Experience with edge AI tools such as OpenVINO, TensorFlow Lite, or NVIDIA DeepStream.


- Understanding of AI explainability and model interpretability techniques.

(ref:hirist.tech)

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