AmpsTek - Data Scientist - Neural Networks

Role : Data Scientist.

Key Responsibilities :

• Develop and implement advanced data science models, including clustering, segmentation, random forest, gradient boosting (e.g. , XGBoost), ensemble techniques, and constrained optimization methods.
• Explore additional approaches such as neural networks, support vector machines, and Bayesian methods to address diverse business challenges.
• Design and execute matched-pair analyses, predictive analytics, and other statistical approaches to address business challenges.
• Collaborate with stakeholders to identify use cases for advanced modeling and provide data science-driven solutions.
• Engineer features and preprocess data to optimize model performance and interpretability.
• Work with large datasets from diverse sources, ensuring data quality and consistency.
• Perform model evaluation, tuning, and validation using appropriate techniques and metrics.
• Deploy machine learning models into production environments, ensuring scalability and reliability.
• Mentor and collaborate with team members to share knowledge and best practices.
• Stay current on advancements in data science, tools, and methodologies to bring innovation to the team.

Qualifications :

ref : hirist.tech)