The Vendor is required to provide innovative technology solutions supporting the university, one of the world’s leading research institutions.
- Agency is currently leading the development of an intelligent platform with over 40 solutions for risk management and environmental health and safety (EH&S) in use across all 10 university campuses, 5 medical centers, and national labs.
- Lead Machine Learning Engineer
• Experience with core ML algorithms including:
• Linear Regression
• Logistic Regression
• Decision Trees
• Random Forests
• Support Vector Machines (SVMs)
• Naive Bayes
• Neural Networks
• Clustering
• Dimensionality Reduction
• Natural Language Processing (NLP)
- Programming Languages & Frameworks
• Strong programming experience in Python
• Prefer experience with web development in JavaScript
• Prefer experience developing mobile applications
- ML Domains
• Natural Language Processing
• Computer Vision
• Recommendation Systems
• Forecasting
• Classification
- Tools & Platforms
• Elasticsearch
• Kubernetes
• Docker
• Redis
• Apache Kafka
• Apache Spark
• SQL
• NoSQL
• Infrastructure as Code (IaC)
• AWS Lambda
- Cloud Computing Platforms
• Experience with one or more of:
• Amazon Web Services (AWS)
• Microsoft Azure
• Google Cloud Platform (GCP)
- Education
• Bachelor's degree in Computer Science, Engineering, Mathematics, or Information Systems
• Equivalent combination of education and experience also considered
- Web Application Developer
1. Experience with JavaScript frameworks (multiple enterprise-level projects with the following technologies).
• JavaScript
• REACT
• TypeScript
• JQuery
• MERN Stack development experience
• MongoDB, Express, REACT, Node
• JSON
2. Strong Experience with HTML/CSS
• CSS Processors: SASS, LESS
• HTMLS
• Responsive Frameworks
3. Extensive Experience with Document Databases (Mongo preferred)
4. Experience with GraphQL and ElasticSearch
5. Strong Relational Database Experience (minimum four years)
• Microsoft SQL Server
• MYSQL
• Object Relational Mapper (ORM) Experience
6. Experience with SnoFlake preferred
7. Strong Experience with database design and tuning
• Stored Procedures
• Web Service experience
• REST
• SOAP
• Security
• Strong testing background with experience in test automation for:
• Unit
• Integration
• End to End
8. Experience with JUnit, Jasmin, Karma, Mocha, Jest
9. Experience with Mocking and Stubbing
10. Experience with deployment and continuous integration
• Docker
• Kubernetes
• Experience with Java and JavaScript web server
• Source Control
• GIT (working with multiple branching and merging)
• Agile Experience
11. Working on a self-organizing cross-functional team using Kanban and XP
12. Experience working with Java frameworks
13. Experience with Model View Controller (MVC) framework, Spring Security, Inversion of Control and
• Dependency Injection
- Web Developer
• Multiple enterprise-level project experience with the following technologies:
○ Custom programming and animation experience
○ JavaScript
○ TypeScript
○ HTMLS
○ CSS3
○ Responsive design
• JavaScript Frameworks such as React, Angular/ Angular 2, and Node experience preferred
○ SASS
○ LESS
○ Responsive front-end frameworks
• Adobe Design applications:
○ Photoshop
○ Illustrator
○ In design
• Able to take design concepts provided by the graphic/web design team and implement them in a CMS or custom framework.