Job offer

Funditec
Municipality of Madrid, Spain
18 days ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English

Job location

Municipality of Madrid, Spain

Tech stack

Artificial Intelligence
C++
Computer Engineering
Python
Machine Learning
Object-Oriented Software Development
Performance Tuning
Software Architecture
Data Processing
Information Technology
ONNX (Open Neural Network Exchange) Format
TensorRT

Job description

On-Board Compression, Acceleration, and Efficiency:

  • Quantization, pruning, and distillation.
  • Optimization for TensorRT and specific accelerators.
  • Comparative benchmarking across different hardware platforms.
  • On-board profiling (latency, power consumption, memory).
  • Optimization of complete pipelines (capture * inference * output).
  • Validation of the balance between accuracy and efficiency.
  • Implementation and fine-tuning of efficient, edge-oriented model architectures (model * hardware co-design).
  • Comparative evaluation of architectural variants balancing accuracy, complexity, and computational cost.

Requirements

  • Bachelor's or higher degree, preferably in Telecommunications Engineering, Computer Engineering, Mathematics, Physics, or a related field.
  • Experience in software and hardware project development.
  • High proficiency in Python, C++, and object-oriented programming.
  • Strong knowledge of Machine Learning and Deep Learning.
  • Advanced knowledge of data processing for AI models.
  • Intermediate to advanced knowledge of ROS / ROS 2.
  • Knowledge of image processing for AI.
  • Knowledge of ONNX and TensorRT.
  • Experience with distributed software architecture.

Highly desirable

  • Experience with Isaac Sim and sim2real pipelines.
  • Experience with SLAM.
  • Experience in real-world robotics or industrial environments.
  • Experience with edge computing environments such as Nvidia Jetson.

Work at FUNDITEC

Joining our team means working in a cutting-edge and unique environment that will allow you to participate in technological development and innovation by offering solutions tailored to today's economic and social needs.

If you consider yourself a strong team player who also works independently; if you can contribute solutions and ideas and are an analytical thinker this is the project for you, and we want to meet you!, Research Field Computer science

Education Level Master Degree or equivalent

Languages ENGLISH

About the company

FUNDITEC Technological Foundation is a nonprofit applied research center that promotes technological innovation as a driver of competitiveness and sustainability. With a practical, market-oriented approach, it develops solutions that address the challenges of digital transformation and the green transition. Funditec Intelligence is Funditec's unit specializing in Applied Artificial Intelligence. The Edge division (Intelligent Physical Systems) is the unit dedicated to the design, optimization, and deployment of solutions where software and hardware connect, overlap, and coexist. Its mission is to implement and transfer artificial intelligence to physical devices (robots, drones, satellites, sensors) in end-user operational environments, equipping them with real-time decision-making and action capabilities, with high energy efficiency and without dependence on the cloud. From its ROBOTICS division, which focuses on physical entities with the capacity for action, movement, and mechanical stability, we are seeking to hire an AI Performance Engineer

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