Intern, Data Scientist

myGwork - LGBTQ+ Business Community

Oct 30

Applications are closed

Internship
Full-time
Summer Internship
Data
Research & Development
Toronto

Requirements

Pursuing a master's in computer science or data science in Canada.
Hands-on experience in AI and LLM development in a real-world business environment.
Familiarity with various statistical and machine learning techniques including classification, regression, dimension reduction, regularization, clustering and various multivariate methods.
Familiarity with relational data modeling and SQL.
Familiarity with Snowflake or comparable Data Warehouse and ETL tooling like Astronomer/Airflow and DBT.
Experience working in an AWS environment and leveraging its offerings such as EC2, S3, Lambda, Glue, Athena, SageMaker etc.
Strong programming skills in Python & associated libraries for AI/ML.
Strong programming experience in LLM application development.

Responsibilities

Apply AI/ML models over large-scale data to uncover key business trends and opportunities.
Translate insights into actionable recommendations, effectively guiding business strategy through clear communication with cross-functional teams.
Apply AI/ML based algorithms to build classic data science applications like personalization, recommendation systems etc.
Develop, prototype, and deploy large language models by leveraging large scale using AWS Cloud Services.
Develop applied AI/ML based applications that integrate data from a wide variety of sources such as relational databases, AWS, data virtualization tools.
Analyze and preprocess large datasets for model development, including data cleaning, feature engineering, and exploratory data analysis (EDA).
Optimize the efficiency, scalability, and robustness of deployed AI/ML models, ensuring they perform reliably & cost efficiency under various conditions and can handle growing data demands.
Understand technology operations data from many different sources in detail to create these models.
Optimize workflows and scripts on data lake for data cleaning, processing, and transformation.
Extract and derive useful metrics and KPIs from raw data gathered from multiple data sources.

FAQs

What is the duration of the internship program?

The internship program runs for 16 weeks, from May 5th to August 22nd.

Are interns compensated for their work at Autodesk?

Yes, all internships at Autodesk are paid.

What educational qualifications are required for this internship?

Candidates must be pursuing a master's degree in computer science or data science in Canada.

What types of projects will interns work on?

Interns will contribute to meaningful projects involving AI/ML model development and data analysis.

Will interns receive mentorship during the program?

Yes, interns will be mentored by industry leaders throughout the internship.

Is experience with AWS required for this position?

Yes, experience working in an AWS environment and leveraging its offerings is required.

What programming skills are necessary for this role?

Strong programming skills in Python and experience in developing LLM applications are necessary.

Are there opportunities for professional development during the internship?

Yes, interns will participate in tech talks and activities designed to support their personal and professional development.

What is Autodesk's approach to workplace flexibility?

Autodesk utilizes a Flexible Workplace approach to meet business needs while accommodating office, remote, and hybrid work preferences.

Is there a focus on diversity and inclusion at Autodesk?

Yes, Autodesk takes pride in cultivating a culture of belonging and an equitable workplace for all.

myGwork - LGBTQ+ Business Community

The business community for LGBTQ+ professionals, graduates, inclusive employers and advocates for workplace equality.

Technology

Industry

11-50

Employees

2014

Founded Year

Mission & Purpose

myGwork is the largest global platform for the LGBTQ+ business community. Our mission is to make the workplace more inclusive for all by providing individual users and partner organizations access to a wide eco-system of services, including job opportunities, training, mentoring, employer branding, and free community events. Joining the platform is free for individual members, which supports myGwork’s goal of ensuring that the platform's benefits are as accessible and as far-reaching as possible. Corporate members get a tailored service, with carefully curated product packages to help them achieve all their DE&I goals. myGwork organizes two annual events, WorkFair – the largest virtual global career fair for the LGBTQ+ professionals, graduates and students, and WorkPride – a week-long global conference for the LGBTQ+ business community and allies during Pride Month. The company also recently launched the myGwork Academy, delivering practical and relevant LGBTQ+ training education to help create inclusive workplaces for all.