Applied ML Knowledge Mgmt Intern: NLP & Graphs

Amazon; Seattle (WA); On-site; USD 143,000 - 193,000; Full time

Job summary

Amazon.com Services LLC is seeking a graduate student scientist for an Applied Science Internship focused on Information and Knowledge Management in Machine Learning. You will develop systems and frameworks powering ML capabilities and enable discovery and reuse of models and datasets.

You will apply NLP and information retrieval to vast unstructured data, building tools to accelerate the work of ML teams with state-of-the-art infrastructure and mentorship from industry leaders.

Qualifications

• Are enrolled in a PhD program.
• Experience with ML methods and knowledge management.
• Experience with NLP and graph-based data.

Responsibilities

• Develop scalable, automated pipelines for ML lifecycle tasks.
• Design and evaluate innovative ML models for business problems.
• Research latest ML techniques and apply best practices.
• Collaborate with cross-functional teams to deliver customer value.
• Contribute to knowledge management and information retrieval initiatives.

Skills

Knowledge Graphs and Extraction

Neural Networks/GNNs

Data Structures and Algorithms

Time Series

Machine Learning

Natural Language Processing

Deep Learning

Large Language Models

Graph Modeling

Programming/Scripting Languages

Education

Enrolled in a PhD program

Tools

MxNet

TensorFlow

Job description

Amazon.com Services LLC is seeking a graduate student scientist for an Applied Science Internship focused on Information and Knowledge Management in Machine Learning. You will develop systems and frameworks powering ML capabilities and enable discovery and reuse of models and datasets.

You will apply NLP and information retrieval to vast unstructured data, building tools to accelerate the work of ML teams with state-of-the-art infrastructure and mentorship from industry leaders.