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Autodesk Intern, Data Science - ML Ops in Boston, Massachusetts

Job Requisition ID #

21WD54218

Intern, Data Science eCommerce and Customer Empowerment

Location: Remote—USA

Job ID:

Position Overview

The eCommerce and Customer Empowerment (ECE) Data Science team is looking for a Machine Learning Operations (MLOps) Engineer Intern to help with a project focusing on standardizing and streamlining the continuous delivery of high performing models in production. The intern in this role will partner with fellow Data Scientists, Engineers and eCommerce experts, in order to develop a proof of concept aiming to provide a personalized experience to Autodesk customers. The role will investigate architectural concepts, tools and practices required to iterate over an end-to-end pipeline for experimentation, model deployment, observability and maintenance of Machine Learning (ML) and Natural Language Processing (NLP) models. This is an exciting opportunity to explore the state-of-the-art architecture in MLOps at scale.

Responsibilities

  • Principal responsibility for designing anddevelopinga proof of conceptforastreamlined end-to-end, continuous and automated process of deploying, monitoring and maintaining versioned ML models, at scale.

  • Design and implementation of services,tests,and interfaces to support this proof of concept.

  • Work closely with the rest of the team to gather and analyzemodel performance drift.

  • The ideal candidate is a strongML Engineerwho thinks outside the box, is naturally curious, highly collaborative, and has a passion for tackling complex data-centric problems.

Minimum Qualifications

  • Must be at least 18 and enrolled in college or non-traditional education, such as coding boot camps or industry-related vocational classes

  • ProficiencyinPython, Java, Go or NodeJS.

  • Interest in cloud data processing, training, deployment, or operations (e.g.AWS, GCP, Azure).

  • Goodunderstanding of fundamental CS algorithms and their scaling behaviors in data structures, algorithms, and software design.

  • Ability to work as an individual contributor in a supportive team environment.

Preferred Qualificationsa bonus, but not required

  • Pursuing aMaster’sor PhD in Computer Science, Information Science, Data Science, Analytics, Machine Learningor a related field

  • Previous projects relating toserving model infrastructure.

  • AmazonWebServices/DevOpsexperience

About the eCommerce and Customer Empowerment Data Science Team

The ECE Data Science Team is responsible for applying technology and analysis to improving the ecommerce and customer support functions at Autodesk. Our team is made up of a diverse group of people with varied backgrounds and interests. We work in a supportive and collaborative way, applying the latest technology and rigorous analysis to solve interesting questions. Examples of our work include personalization for ecommerce users, models for routing customer queries to agents, designing effective scripts for our support chatbot, and measuring the impact of automation on customer forums.

About the US Intern Program

The U.S. program runs from May through August for 12 weeks and will be remote (subject to change). All internships are paid. Interns have the opportunity to work alongside peers from universities all over the country and participate in intern events such as TED talks, mentoring, fun events, and more.

About Autodesk

With Autodesk software, you have the power to Make Anything. The future of making is here, bringing with it radical changes in the way things are designed, made, and used. It's disrupting every industry: architecture, engineering, and construction; manufacturing; and media and entertainment. With the right knowledge and tools, this disruption is your opportunity. Our software is used by everyone - from design professionals, engineers and architects to digital scientists, students and hobbyists. We constantly explore new ways to integrate all dimensions of diversity across our employees, customers, partners, and communities. Our ultimate goal is to expand opportunities for anyone to imagine, design, and make a better world.

At Autodesk, we're building a diverse workplace and an inclusive culture to give more people the chance to imagine, design, and make a better world. Autodesk is proud to be an equal opportunity employer and considers all qualified applicants for employment without regard to race, color, religion, age, sex, sexual orientation, gender, gender identity, national origin, disability, veteran status or any other legally protected characteristic. We also consider for employment all qualified applicants regardless of criminal histories, consistent with applicable law.

At Autodesk, we're building a diverse workplace and an inclusive culture to give more people the chance to imagine, design, and make a better world. Autodesk is proud to be an equal opportunity employer and considers all qualified applicants for employment without regard to race, color, religion, age, sex, sexual orientation, gender, gender identity, national origin, disability, veteran status or any other legally protected characteristic. We also consider for employment all qualified applicants regardless of criminal histories, consistent with applicable law.

Are you an existing contractor or consultant with Autodesk? Please search for open jobs and apply internally (not on this external site). If you have any questions or require support, contact Autodesk Careers (Careers%20%3Ccareers@autodesk.com%3E) .

*From the greenest buildings to the cleanest cars, from the smartest factories to the biggest stories, amazing things are created every day with Autodesk. Over four decades we’ve worked together with our customers to transform how things are made, and in doing so, we’ve also transformed what can be made. A car’s performance now inspires the method of its manufacture, a city’s infrastructure helps predict the unpredictable, and the creation of ever-bigger universes shapes ever-bigger stories. *

Today our solutions span countless industries empowering innovators everywhere. But we’re restless to do more. We don’t believe in waiting for progress, we believe in making it. By combining and recombining technologies. By blurring boundaries, reinventing rules, and merging fields. By unleashing talent and unlocking insights across industries. By helping our customers converge on solutions to the challenges we all face today.  At Autodesk, we believe that when you have the right tools to work and think flexibly you have the power to transform what actually needs making. The power to design and make a better world for all.

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