Senior Machine Learning Engineer

4 days ago

Work from Home, Philippines Staff4Me Full time ₱1,200,000 - ₱2,400,000 per year

We are seeking a highly skilled Machine Learning Engineer to develop, deploy, and optimize machine learning models for large-scale data-driven applications. The ideal candidate will possess deep knowledge of mathematics, especially linear algebra, and have proven experience in applying these principles to solve complex computational challenges.

Responsibilities:

  • Design, build, and deploy machine learning models that address specific business needs.
  • Utilize advanced linear algebra techniques to optimize algorithms for model accuracy and efficiency.
  • Analyze large datasets and implement mathematical models using techniques from statistics, linear algebra, and calculus.
  • Collaborate with data engineers and data scientists to ensure seamless integration of machine learning algorithms into production systems.
  • Research and stay up to date with new developments in the fields of machine learning, neural networks, and data science.
  • Conduct performance evaluations of algorithms and systems, adjusting parameters to enhance results.
  • Debug, troubleshoot, and refine existing models using knowledge of linear algebra and vector operations.
  • Write clear and efficient code in Python, R, or other programming languages that effectively implement linear algebra concepts.

Requirements:

  • Master's degree in Computer Science, Mathematics, or a related field.
  • Strong foundation in linear algebra, with practical experience applying these principles to machine learning.
  • Proficiency in machine learning frameworks such as TensorFlow, PyTorch, or Keras.
  • Experience with algorithms that rely on matrix decomposition, eigenvalues/eigenvectors, and other linear algebraic operations.
  • Deep understanding of optimization techniques and their reliance on linear algebra.
  • Solid programming skills in Python or similar languages

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