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Full Stack Software Developer NEW
Massachussetts Institute of Technology (MIT) Cambridge, MA, USA

Job Title

Full Stack Software Developer

Job Description

Position Overview:

The Department of Chemical Engineering is looking to fill a position for a full-stack software developer for the Machine Learning for Pharmaceutical Discovery and Synthesis (MLPDS) consortium (mlpds.mit.edu). The candidate will be partially responsible for the continued development and maintenance of command-line and web-based applications deploying machine learning models for chemical synthesis planning, property prediction, and molecular design.

Principal Duties and Responsibilities (Essential Functions**):

Assist with the professionalization of new software developed by graduate students, postdoctoral associates, and other members of the MLPDS research team at MIT

Maintain and continue the development of a modern front-end web application to set up parameters for, and interact with results from, machine learning predictions for chemical compounds

Maintain and continue the development of a back-end infrastructure for asynchronous task submission of long running tasks involving multiple machine learning predictions, and storage and retrieval of results from such tasks

Develop API standards and data structures for machine learning predictions for synthesis planning, property prediction, and molecular design to be used both in and outside of the web application

Define and codify reproducible and transferable ELT pipelines for training machine learning models on chemical data; prepare scripts for facilitating the automatic retraining and deployment of machine learning models on user-provided chemical and reaction datasets

Package the application into containerized microservices for deployment using Docker and Kubernetes, for both on-premises and cloud-based solutions (e.g., on AWS, GCP)

Develop benchmarking tests to evaluate the performance/efficiency of various machine learning models

Serve as a technical expert and help transfer software to MLPDS member companies, and troubleshoot/debug issues that arise during transfer, deployment, and use

Maintain a development roadmap and actively work to identify key issues and opportunities based on feedback from users obtained through meetings and other interactions with MLPDS member companies

Assist with documentation and manuals to educate users on how to efficiently make use of these scientific software tools, including the web application user interface

Maintain and improve CI/CD pipelines for testing, release, and deployment of software

Keep track of MIT-company interactions, software

Supervision Received:

Supervision from Principal Investigator

Supervision Exercised:

The position will not have any supervisory responsibilities.

Qualifications & Skills:

Restrictions

No telecommuting

No Agencies Please

Requirements

Requirements:

The ideal candidate will have a minimum of a bachelor’s degree in the physical/chemical sciences or a related field and have 3+ years of experience working with interdisciplinary teams of scientists/engineers to develop and refine computer codes for applications in the physical sciences. Fluency in both Python and JavaScript is required, in addition to familiarity with Keras, Tensorflow, PyTorch, or other related machine learning code, and familiarity with version control workflows (e.g., git and GitHub/GitLab). Experience developing web-based single page applications with a framework such as Vue or React is preferred. Familiarity with cheminformatics tools such as RDKit is a plus

About the Company

Working at MIT offers opportunities, an environment, a culture – and benefits – that just aren’t found together anywhere else. If you’re curious, motivated, want to be part of a unique community, and help shape the future – then take a look at this opportunity.

Contact Info

Contact: Markita Francis

E-mail contact: markitaf@mit.edu

Web: https://careers.peopleclick.com/careerscp/client_mit/external/jobDetails/jobDetail.html?jobPostId=19506&localeCode=en-us

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Full-Stack Software Developer

Full-Stack Software Developer - Cambridge MA 02139

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