Call Simulator

Web Dev Internship for Machine Learning

Sept. 5, 2022


Web Development Internship for Machine Learning in DeploymentIncludes designing and implementing visualizations for production machine learning algorithmsLocation: Headquarters in Tallahassee, FL (fully-remote position)Summary of Qualifications: Web development skills such as typescript/javascript, vue, react, or d3.js Experience with Google Cloud Platform such as cloud functions and HTTP servers within VMs A solid foundation of programming principles An interest in machine learning Full Job Description One of the many challenges that comes with machine learning is the ability to build visual tools that help engineers become aware of, track, and analyze the behaviors of models in a production environment. In this internship, you will gain first hand experience with designing and implementing dashboards that will display a variety of information from machine learning pipelines. You will not only enhance your web development skills, but you will also gain knowledge on machine learning in production as well as the different metrics that are used to monitor their efficacy. ~~~How this role is important to the company: Inspecting and analyzing metrics is critical for the Labs team to develop new models. You might be a good fit if you: Enjoy the excitement involved with a growth-phase company Are highly creative and come up with unique solutions to technical problems Prefer wearing a lot of different "hats" in a company instead of specializing in just one department Love researching new technologies, especially those related to visualization and AI Thrive when you are given autonomy on how to meet your goals Love complex problem solving and seeing solutions where others may not Prefer working for an ethical organization that focuses on how technology can be used for the good of society, not simply making excessive amounts of profits Find joy in the rigor of academic research but also with the focus and practical nature of commercialization If this describes you, please read on!~~~A little bit about the workplace culture at Call Simulator: When applying for a new job, we feel that it's important for you to know about the workplace culture. Based in Tallahassee, FL, Call Simulator is a growth-stage company of fifteen (15) employees that uses top-of-the-line systems to operate fully remotely and with flexible scheduling. We find creative ways to foster that "close-knit" feeling without sharing the same physical space and know this will be critical as we continue to expand our team. Call Simulator values the non-traditional thinkers, the rebels, the disruptors-- we work best by brainstorming and harnessing organic creativity.~~~Essential Functions: Work with a team of academics and ML experts that will develop, train, deploy, and improve NLP ML models Work with machine learning engineers to create visual aids for models in deployment Attend occasional meetings and present results to ML team RequirementsRequired skills/experience: Strong understanding of the DOM and its relationship with HTML and CSS Experience with at least one web development framework such as vue, react, or angular Experience with developing basic web applications with Javascript or Python Familiarity with Cloud Engineering principles on Azure, AWS, or GCP Familiarity with the basic principles of machine learning Recommended or preferred skills/experience: Experience deploying web applications within GCP Experience developing basic ML models Familiarity with Natural Language Processing and language modeling concepts Familiarity with MLOps and Pipelining tools such as MLflow, Airflow, Luigi BenefitsHere at Call Simulator, we understand that highly satisfied employees are key to a thriving business. This is why we offer: A workplace culture that supports collaboration, teamwork, and professional growth Fully remote work with flexible schedule Possible sponsorship for continued education and training If you think you’d be a good fit, we’d love to see you apply!When applying, please upload your resume and a cover letter that includes contact information for three (3) professional references (either phone number or email address).We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status

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