200+ applicants

Company

Original Job Post

Avalara · 2 days ago

Machine Learning Engineer

Durham, NC

Full-time

Onsite

Mid Level

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ComplianceE-Commerce

H1B Sponsorship

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Responsibilities

Utilize machine learning to create new products/features and internal platform for text analytics and content acquisition & delivery.

Develop and program integrated software algorithms to structure, analyze and leverage data in product and systems applications in both structured and unstructured environments for new product design projects.

Develop and communicate descriptive, diagnostic, predictive and prescriptive insights/algorithms.

Use machine language and statistical modeling techniques such as decision trees, logistic regression, Bayesian analysis and others to develop and evaluate algorithms to improve product/system performance, quality, data management and accuracy for product/systems improvement projects.

Implement and improve environments and use current programming language and technologies to translate algorithms and technical specifications into code for theoretical development environments and specific product design projects.

Complete programming and implement efficiencies, perform testing and debugging.

Complete documentation and procedures for installation and maintenance.

Apply deep learning technologies to give computers the capability to visualize, learn and respond to complex situations.

Adapt machine learning to areas such as virtual reality, augmented reality, artificial intelligence, robotics, and other products that allow users to have an interactive experience.

Work with large scale computing frameworks, data analysis systems and modeling environments.

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.

Machine LearningClassificationRegressionClusteringTensorFlowAmazon SageMakerPyTorchScikit-learnFeature EngineeringHyperparameterData VisualizationJavaPython

Required

Masters degree in Computer Science, Engineering, or a related field

6 months of experience in machine learning (ML), including 6 months of experience in each of the following: ML techniques, including classification, regression, and clustering; ML Platforms, including TensorFlow, Amazon SageMaker, PyTorch, and/or Scikit-learn; Feature engineering; Hyperparameter; Data visualization; and Coding using Java and/or Python. All experience may be gained concurrently

Benefits

Paid Time Off

Paid Parental Leave

Bonuses

Health Insurance

Life Insurance

Disability Insurance

401(k) Retirement Plan

Employee Assistance Program

Subsidized Transportation Options

Company

Avalara

Glassdoor

3.8

Avalara is a cloud-based platform that provides tax compliance software and automated solutions.

Founded in 2004

Seattle, Washington, USA

1,001-5,000 employees

http://www.avalara.com

H1B Sponsorship

Avalara 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)

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Trends of Total Sponsorships

2023 (26)

2022 (34)

2021 (62)

2020 (26)