• Bachelor's degree in Computer Science, Information Technology, or a related field.
• Minimum of 2 years of experience in backend and/or AI/ML development.
• Strong expertise in Python (core language and libraries).
• Proficient in integrating multiple data sources and databases into unified systems.
• Skilled in version control tools (e.g., Git, Mercurial, SVN).
• Knowledge of event-driven programming in Python.
• Experience with user authentication and multi-system integration.
• Capable of designing database schemas that support business processes.
• Understanding of Python’s threading model and multi-process architecture.
• Familiar with server-side templating (e.g., Jinja2, Mako).
• Basic understanding of front-end technologies (JavaScript, HTML5, CSS3) for integration.
• Strong debugging and unit testing skills.
• Security and accessibility best practices awareness.
• Experience optimizing applications across platforms (mobile vs desktop).

• Hands-on experience with Large Language Models (LLMs) — including prompt engineering, fine-tuning, and deployment.
• Familiarity with deep learning architectures and neural networks.
• Experience developing cloud-based AI solutions and integrating with AI services (e.g., AWS, Azure, GCP).
• Knowledge of Marketing Mix Modeling (MMM) is a plus.
• Excellent communication and collaboration skills.

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