Machine Learning Systems Architect

22 hours ago


Lahore, Punjab, Pakistan 10Pearls Full time
Role Overview

We are seeking a highly skilled Machine Learning Systems Architect to lead the design and development of advanced machine learning solutions for complex business problems. The ideal candidate should have a strong background in computer science, statistics, or mathematics, and 8+ years of experience in machine learning and artificial intelligence.

The selected individual will be responsible for collaborating with business stakeholders to understand their requirements and defining the overall technical strategy, including model selection, data pre-processing, feature engineering, and model evaluation. They will also design and implement scalable and efficient data pipelines to collect, preprocess, and store large volumes of data for machine learning projects.

A key aspect of this role is leading the development of advanced machine learning models using state-of-the-art algorithms, such as deep learning, reinforcement learning, and other cutting-edge techniques. The successful candidate will optimize model performance through hyperparameter tuning, model validation, and feature selection, and drive the deployment of machine learning models in production environments, ensuring scalability, reliability, and security.

This position requires strong leadership and mentoring skills, with the ability to provide technical guidance and mentor junior team members. The ideal candidate will also stay updated with the latest developments in the field of machine learning and artificial intelligence, identify and evaluate new technologies, tools, and techniques for improving machine learning models and systems, and drive innovation and experimentation to push the boundaries of machine learning capabilities.

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