Data Science - Forward Deployed Engineer: PhD Internship Opportunities
Core
Prepare and assess data, develop and optimize machine learning models, design controlled experiments, and partner with engineering to operationalize models into production systems.
Role type
PhD intern data science engineer (forward deployed)
Builds
production ML models and AI systems
Domain
data science and machine learning
Deliverable
production ML models
Required skills
statistical methods, machine learning algorithms, data structures, optimization techniques, SQL, Python, R, Java, Scala, C#
Preferred skills
data pipelines, large-scale data processing frameworks, model evaluation, telemetry systems, visualization tools, cloud-based ML platforms
Responsibilities
query and visualize data to identify key attributes and quality considerations, develop and evaluate models to address business objectives, design and analyze controlled experiments, communicate findings to stakeholders, partner with engineering teams to operationalize models, collaborate on defining evaluation metrics to improve AI system performance
