TL;DR

Deep Learning Engineer (AI): Building and benchmarking deep learning methods to identify and characterize disease mutations, specifically fine-tuning protein language models and developing fusion models for multi-modal learning of biomedical data. Focus on implementing deep learning models of multi-omic data to interpret association studies and creating efficient data processing pipelines.

Location: On-Site in Cambridge, MA

Salary: $70,500.00 - $109,500.00 Annual

Company

The %hirify_global% provides a vibrant multidisciplinary research environment with close links to MIT, Harvard, and the Harvard-affiliated hospitals across Boston.

What you will do

Build tools and methods for large-scale genomic deep learning applications.
Develop fusion models for multi-modal learning of biomedical data, with data privacy in mind.
Implement deep learning models of multi-omic data to interpret association studies.
Work closely with analyst colleagues to understand and benchmark existing computational methods.
Create pipelines using existing analysis tools to process data in an automated and efficient fashion.
Create reports from data analysis and communicate these to computational staff.

Requirements

M.S. required in mathematics, computer science, statistics, bioinformatics or other data sciences.
A minimum of 3+ years of related experience with a BS degree, OR a master’s degree in a related field with 1+ years of related experience.
Solid understanding of deep learning methods, with experience using at least one of the following frameworks: Pytorch, TensorFlow/Keras, JAX.
Familiarity with Google Cloud Platform and/or Amazon Web Services, particularly using GPUs, a plus.
Experience with or interest in analyzing large-scale biological data.
Excellent communication and interpersonal skills.

Culture & Benefits

Competitive benefits package including medical, dental, vision, life, and disability insurance.
401(k) retirement plan.
Flexible spending and health savings accounts.
At least 13 paid holidays.
Paid time off, parental and family care leave.
Employee assistance program.

Deep Learning Engineer (Ai)