AI Engineer
Edgecore Networks Corporation · Bengaluru · onsite · Posted 59d ago
Not disclosed5–10 yrsfulltimeSourced from
About a minute. You'll make an account on the way through.
About this role
Job Title: AI Engineer
Company: Edgecore Networks
Location: North Bangalore Cluster (Near Hebbal)
Required Experience: 5 to 10 Years
Summary:
We are looking for dynamic and skilled AI Engineers to design, develop, and deploy advanced AI/ML solutions for real-world applications. The role involves working on cutting-edge technologies including large language models, computer vision, and embedded AI systems, with a strong focus on optimization and deployment on edge devices.
Key Responsibilities:
- Design, develop, and train custom AI models such as LLMs, diAusion models, and vision transformers for specific use cases.
- Perform model fine-tuning, quantization, distillation, and optimization using techniques like LoRA, QLoRA, and PEFT.
- Conduct hyperparameter tuning, ablation studies, and benchmarking to improve model performance.
- Build and manage large-scale data pipelines, including synthetic data generation, data augmentation, and data cleaning.
- Port, deploy, and optimize AI models on embedded hardware using frameworks such as TensorRT, NCNN, TFLite, and Edge TPU.
- Develop end-to-end AI pipelines on embedded Linux platforms (Qualcomm Linux, Yocto, OpenWRT, or custom NOS).
- Implement inference acceleration, memory optimization, and power-eAicient AI solutions.
- Integrate AI models with hardware components such as sensors, cameras, actuators, and communication protocols (CAN, Modbus, MQTT, ROS2).
- Perform hardware-in-the-loop testing, debugging, and performance profiling.
Required Skills & Qualifications:
- Strong experience in AI/ML model development and deployment
- Hands-on experience with deep learning frameworks (PyTorch, TensorFlow, etc.)
- Knowledge of embedded systems and edge AI deployment Experience with model optimization techniques and performance tuning
- Familiarity with Linux-based systems and hardware integration
- Strong analytical and problem-solving skills
Contact Details:
Email: [HIDDEN TEXT]
Email: [HIDDEN TEXT]
Sourced from foundit
Skills
AI ML model development and deploymentEdge TPUNCNNQualcomm Linuxembedded AI systemsModbusOpenwrtPerformance TuningComputer Visiondeep learning frameworksmqttTensorRTYoctoLoraROS2Large Language Models (LLMs)qloraHardware IntegrationCanEmbedded SystemsPytorchTensorflowTFLiteLinux-based systemsEdge AI deploymentmodel optimization techniquesPEFT