Quantitative Research Engineer

Tuesday 13th August 2024

Email address [email protected]
Contact Email for the Job Posting [email protected]
Organization Northwestern Medicine
Location Chicago
Title Quantitative Research Engineer
URL https://smrtr.io/mGS9K
Closing date Sep 27, 2024
Description Advanced degree in Computer Science, Engineering, Mathematics, Physics, or related technical field
Experience with a range of data types and manipulations
Multimodal unstructured data (text, 2D images, video, 3D/4D tomographic imagery, waveforms, time series, sparse data)
Understanding of how to write optimized data queries (SQL, NoSQL, legacy formats)
ML/AI tools and methods:
ML/AI optimization for training (distributed and others) and inference (ONNX)
Deep neural network architectures (transformers, convolutional neural networks, recurrent neural networks, etc.)
Design and optimization of high throughput data pipelines and computer infrastructure
Low-level hardware programming (C, C++, Rust, assembly, Verilog/VHDL)
Network design and infrastructure
Containerization platforms and orchestration infrastructure (Docker, Kubernetes)
Hybrid cloud infrastructure combining on-and-off prem high performance computing.
Data and infrastructure security
Domain specific tooling
Weights & Biases/Tensorboard, unit testing methodologies, management of large code bases.
Ability to robustly document solutions, including diagrams, charts, etc.
Integrating code base with standardized documentation platforms (Sphinx)
Healthcare
Health care data experience (PHI/HIPAA, HL7 FHIR)
Familiarity with FDA regulation
Applied clinical experience.