Embedded Systems Specialist

Overview

Migrate MATLAB codebases to Python, ensuring functionality and performance.

Key Responsibilities

• migration planning
• code analysis
• documentation
• user collaboration
• library selection

Tasks

-Develop detailed migration plans, including phased approaches, risk assessments, and resource estimates for converting MATLAB components to Python. -Thoroughly analyze existing MATLAB codebase, algorithms, data structures, and functionalities to gain a comprehensive understanding of their purpose, implementation details, and underlying mathematical/scientific principles. -Document the intricacies of the MATLAB tools, identifying core logic, dependencies, and potential challenges for migration. -Collaborate with end-users and domain experts to capture implicit requirements, usage patterns, and critical performance metrics. -Select appropriate Python libraries, frameworks, and methodologies for optimal translation of MATLAB functionalities.

Requirements

• python
• matlab
• git
• pytest
• numpy
• solid

What You Bring

-Experience with various data formats such as HDF5, CSV, Parquet, JSON, and XML. -Ability to read, understand, and debug complex MATLAB code, including familiarity with MATLAB's specific data types and toolboxes. -Familiarity with MATLAB's plotting capabilities and GUI development. -Ability to address potential numerical precision issues during migration. -Proficiency with Git for version control and experience with unit testing frameworks like pytest. -Knowledge of code quality tools such as linters (Flake8, Black) and static analysis. -Proficiency in data visualization tools like Matplotlib, Seaborn, and Plotly/Bokeh. -Experience with integration testing frameworks. -Expert-level knowledge of Python syntax, object-oriented programming, and common design patterns. -Deep understanding and hands-on experience with core scientific Python libraries such as NumPy, SciPy, and others. -Understanding of software design principles like SOLID and DRY.

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About Actalent

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