Internship - R&d - Neural Network Optimization for

il y a 3 jours

Paris, France PROPHESEE Temps plein

**Internship opportunities at Prophesee**:
**PROPHESEE**:
This is a great opportunity to join a dynamic company and an exciting team and to lead a paradigm shift in computer vision across many industries.

**EVENT-BASED TECHNOLOGY**:
**INTERNSHIP POSITION DESCRIPTION**:
**The main required skills common to MOST internship positions are the following (but not exclusively)**:

- Excellent programming skills in C++ and/or in Python
- Engineering background in Computer Science, Mathematics or related field
- Prior experience in projects involving at least one of the following domains:

- Algorithmic design, e.g. 3d vision, machine learning, numerical optimization, etc
- Software development, e.g. implementation, architecture, optimization, testing, porting on embedded platforms, etc
- Development operations, e.g. source code versioning, continuous integration & deployment, cloud computing, system administration, etc

**R&D**:
**Neural Network Optimization for Embedded Deployment**:

- Missions:_
1. Benchmark and profile current model implementation
2. Study the ML accelerator architecture and capabilities
3. Investigate SoTA optimization techniques such as pruning, quantization...
4. Study Neural Architecture Search (NAS) opportunities
5. Implement selected optimization techniques on company's models
- Prerequisites_:
Python; Benchmarking/Profiling; ML and CNNs for visions
Strongly appreciated: ML deployment; ML optimization; Embedded knowledge
- Level: _master 2 or more

**BENEFITS**:
Salary package : 80% SMIC (9,32 €/h)
Meal vouchers : 9€ / working day (Swile card)
Working hours : 35h / week
Office location : Paris Bastille (74 rue du Faubourg Saint Antoine 75012)
Other benefits : CSE

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