Machine Learning Engineer
Machine Learning Engineer
Posted on :
18-09-2025
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1 Vacancy
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Job Description
POSITION
Machine Learning Engineer - Mid-level
REQUIRED SKILLS
Algorithm Development & Optimization
- Rapid prototyping of algorithms for high-performance data-intensive applications.
- Optimization for speed efficiency and scalability in production environments.
2. Programming & Integration
- Python advanced expertise for data processing ML model development and automation.
- C desirable proficiency for integration with vehicle firmware and full product lifecycle delivery.
3. Mathematical & Statistical Foundations
- Strong background in:
- Linear Algebra and Geometry essential for ML graphics and computer vision.
- Probability Theory for modeling uncertainty and decision-making.
- Numerical Optimization for training and refining models.
- Statistics for model evaluation and performance analysis.
4. Deep Learning Frameworks
- Hands-on experience with PyTorch and TensorFlow for model development and deployment.
5. Model Optimization & Deployment
- Skilled in performance-enhancing techniques:
- Quantization
- Pruning
- TensorRT conversion
- Deploying and maintaining production machine learning use cases.
6. Domain Expertise
- Proficiency in at least one specialized area:
- Computer Vision
- Large Language Models (LLMs)
- Recommender Systems
- Operations Research
7. Software Engineering Best Practices
- Writing clean sustainable and modular code.
- Translating research prototypes into robust production-ready systems.
Employment Type
Full-time
Key Skills
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