Garmin is seeking a Senior Data Scientist to apply statistics and technical skills to help various parts of the business make better decisions, products, and user experiences, specifically in the golf technology sector.
Requirements
- Extensive experience using systems such as SQL, Python, or R
- Strong expertise in machine learning frameworks (e.g., Scikit-Learn, TensorFlow, PyTorch)
- Demonstrated expertise in advanced descriptive and inferential statistics, including the ability to apply these techniques to complex data sets and real-world problems
- Demonstrated expert knowledge in data analysis methods and tools
- Advanced experience with structured database management systems and distributed computing
- Expertise in time series analysis, NLP, deep learning, or reinforcement learning
- Proficiency with cloud platforms (e.g. AWS, Azure, GCP) for data science workflows
Responsibilities
- Lead the design, development, and deployment of advanced machine learning models and algorithms to solve complex business problems.
- Conduct advanced exploratory data analysis (EDA) to uncover insights, trends, and patterns in large and complex datasets.
- Develop and implement scalable data pipelines and workflows to support the end-to-end data science lifecycle.
- Evaluate and integrate new data science techniques, tools, and technologies to enhance the company’s data capabilities.
- Communicate complex analytical concepts and results to non-technical stakeholders through clear and compelling data visualizations and presentations.
- Ensure the robustness, scalability, and performance of deployed models, monitoring their impact and iterating as necessary.
- Champion best practices in data science, including data governance, model validation, and ethical AI considerations.
Other
- Bachelor's Degree in Engineering, Mathematics, Statistics, or another relevant technical field AND a minimum of 5 years of relevant experience OR an equivalent combination of education and relevant experience
- Must be team-oriented, possess a positive attitude, and work well with others
- Driven problem solver with proven success in solving difficult problems
- Consistently demonstrates quality and effectiveness in work documentation and organization
- Must be eligible for Garmin's benefit program
