Machine Learning Engineer Job at Akaasa Technologies, Fremont, CA

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  • Akaasa Technologies
  • Fremont, CA

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.

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