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Company

Original Job Post

Designer Brands · 3 days ago

Machine Learning Engineer

Columbus, OH

Full-time

Remote

Senior Level

4+ years exp

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Consumer GoodsFashion

H1B Sponsorship

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Responsibilities

Design, build, and fine-tune machine learning models.

Work with large datasets to train algorithms.

Preprocess data, select appropriate models, and optimize their performance.

Develop and deploy machine learning and AI models in the cloud platform.

Collaborate with stakeholders to understand requirements and build predictive models.

Stay current with generative AI enhancements and foundational models.

Build AI infrastructure and set standards for leveraging cloud platforms.

Develop strategic relationships with cross-functional teams.

Lead concurrent initiatives to develop self-service solutions.

Provide analysis with analytical insight and maximize organizational value.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Big Data EnvironmentsModel Metrics MonitoringML WorkflowsVersion ControlModel Drift ManagementDatabasesDimensional ModelingReusable Code ComponentsR ProgrammingPythonJuliaScalaCommunication SkillsGCPVertex AIAzure Open AISQLData MiningFeature EngineeringCloud InfrastructureGoogle Cloud PlatformRetail

Required

Master’s degree in analytics or computer science with 4+ years of experience developing and deploying machine learning models is required

Experience with Big Data environments (very large 1st party data integrating multiple internal and external disjointed data)

Experience in model metrics monitoring, orchestrating ML workflows using pipelines, version control, model drift management

Experience working with underlying databases and tables. Understands table relationships to be able to do dimensional modeling; understands lookup tables and fact tables

Ability to write reusable code components

Familiarity with programming languages such as R and/or Python/ Julia/ Scala

Communication skills including the ability to identify and communicate data-driven insights

Preferred

Experience in development and deployment of models in GCP including Vertex AI OR Azure Open AI

Experience in SQL for data mining, feature engineering

Experience with cloud infrastructure platforms (Google Cloud Platform) is preferable

PhD in statistical domain/topic

Retail experience preferred

Company

Designer Brands

Designer Brands is a retail company that designs and produces a variety of footwear and accessories.

Founded in 1969

Columbus, Ohio, USA

10,001+ employees

https://designerbrands.com/

H1B Sponsorship

Designer Brands has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Trends of Total Sponsorships

2023 (3)

2022 (1)

2021 (11)

2020 (8)