Massachusetts Institute of Technology

Massachusetts Institute of Technology is a private research university.

Companies like Massachusetts Institute of Technology
are looking for tech talent like you.

On Hired, employers apply to you with up-front salaries.
Sign up to start matching for free.

About Massachusetts Institute of Technology

Job Description

REQUIRED: minimum of a bachelor's degree in physical/chemical science or a related field; experience in the physical/chemical sciences and three years of experience working with scientist/engineers to develop and refine computer codes for application in the physical sciences; and as the ability to code in Python, Keras, Tensorflow, PyTorch, and other related machine learning codes. Job #17656-8

7/2/19

SOFTWARE DEVELOPER, Chemical Engineering, to join the consortium, Machine Learning for Pharmaceutical Discovery and Synthesis (MLPD). Will be responsible for the continued development and maintenance of a web-based application deploying machine learning models for chemical synthesis planning and property prediction. Responsibilities will include developing a modern, front-end web application to set up parameters for and view the results from machine learning predictions for chemical compounds; developing a back-end infrastructure for asynchronous task submission of long running tasks involving multiple machine learning predictions; developing API standards for machine learning predictions for synthesis planning and property prediction to be used both in and outside of the web application; defining and codifying reproducible and transferable ETL pipelines for training machine learning models on chemical data; packaging the application into containerized microservices for deployment using Kubernetes for both on-premises and cloud-based solutions; developing benchmarking tests to evaluate the performance/efficiency of various machine learning models; serving as a technical expert, helping transfer software to MLPDS member companies, and troubleshooting/debugging issues that arise during transfer; assisting with documentation and manuals to educate users on how to efficiently make use of the web application user interface; and keeping track of MIT-company interactions, software status, and feature requests and identifying MIT follow-up actions to address needs.

About Massachusetts Institute of Technology

Massachusetts Institute of Technology is a private research university.

Size
16785 employees
Massachusetts Institute of Technology

77 Massachusetts Ave

Let your dream job find you.

Sign up to start matching with top companies. It’s fast and free.