NLP Data Scientist

Insight Global is seeking a Data Scientist for one of our largest clients. The candidate will be responsible for the end-to-end implementation of machine learning models and solutions, collaborating with business partners, data scientists, IT teams, and the Model Governance team. Key responsibilities include:

• Collaborate with Business Partners, data scientists, IT teams, and Model Governance team to complete end-to-end implementation.
• Create, test, and fine-tune machine learning models.
• In-depth knowledge of machine learning data structures and modeling, software architecture, libraries, and frameworks.
• Strong knowledge of machine learning packages and frameworks.
• Data preparation and analysis skills to work with large datasets, preprocess them, and extract features.
• Knowledge of data analysis, statistical modeling, and machine learning algorithms.
• Compare model outputs using statistical validation techniques.
• Build pipelines with Airflow, implement MLOps best practices, optimize, and deploy various ML models and solutions.
• Monitor model performance and document results.
• Experience with multi-threading and parallelization to improve compute efficiency.