70 applicants

This job has closed.

Company

Original Job Post

Office Depot · 2 days ago

Senior Machine Learning Engineer

United States

Full-time

Remote

Senior Level

3+ years exp

Wonder how qualified you are to the job?

Maximize your interview chances

Office SuppliesRetail

H1B Sponsorship

Insider Connection @Office Depot

Discover valuable connections within the company who might provide insights and potential referrals, giving your job application an inside edge.

Responsibilities

Build machine learning models in open source packages like Python and deploy using cloud infrastructure available in Amazon Web Services

Understand the business requirement and suggest/ evaluate the right features and technique best suited to train and test the model.

Work on feature engineering to ensure most information going into the model for prediction accuracy.

Work with cloud architecture and digital development team to deploy the model online and offline

Work with testing team to design the test online or offline and work towards improving the model based on test results

Collaborate with internal stakeholders to understand the business strategy and work towards supporting that by gathering the right data and building machine learning models.

Follow machine learning model management and lifecycle best practice for all Artificial Intelligence and Machine Learning models created

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.

Statistical AnalysisData ModelingFeature EngineeringModel Lifecycle ManagementCloud InfrastructureMathematicsPhysicsEconometricsBusiness IntelligenceAWSOpen Source FrameworksSQLRPythonDeep LearningNoSQL TechnologiesHadoopAnacondaTableauExcelDatabase ConceptsKubernetes InfrastructureDockerSupervised LearningUnsupervised LearningCNNRNNGRUTensorFlowKeras

Required

Masters degree or equivalent experience in statistical analysis, computational sciences, mathematics, physics or econometrics

3-5 Years of experience in data modeling, data engineering, feature engineering, model lifecycle management and experience with cloud infrastructure

Special Certifications in Mathematics, Business Intelligence, AWS, open source frameworks and Statistical Modeling

Language Skills: English

Technical Competencies in SQL, R, Python, Deep Learning, NoSQL technologies, Hadoop, Anaconda, Tableau, Excel, Analysis, Database Concepts, Kubernetes Infrastructure including Kube Flow, using Docker for containerization

Strong Knowledge of supervised and unsupervised deep learning algorithms like CNN, RNN, GRU and experience in advanced deep learning packages like TensorFlow, Keras, Pytorch, Caffe, Theano etc.

Experience in data visualization packages in Python or other languages

Selecting analytics tools to manage model lifecycle across groups and be experienced in open source tools like Python, R, Tensorflow, keras (Deep learning libraries) etc.

Strong analytical skills with the ability to collect, organize, analyze, and disseminate significant amounts of information with attention to detail and accuracy

Practical experience with Business analysis, Data extraction in SQL and data analytics

Experience in writing SQL against complete data warehouse systems with multiple takes. Teradata experience is a plus

Experience implementing a Recommendation Engine (knowledgeable on collaborative filtering and content-based filtering) and working on Web Analytics

Experience in applying Deep Learning to time series analysis (including ARIMA, ARMA and survival analysis)

Strong understanding of experimental and test-and-learn design concepts and application

Experience with analyzing big data sets using Hadoop, Spark and open source technologies

Experience working with third party data providers like DNB, Acxiom, Info group to utilize firmographic, psychographic and demographic data

Extensive background in statistical analysis, computational sciences, mathematics, physics, or econometrics

Information Systems: People Soft, R, Python, Anaconda, SQL, NoSQL, Hadoop, Spark, Databricks, H2O, Tableau, Excel, Analysis

Preferred

Experience in Retail Industry

Benefits

401(k)

Company

Office Depot

Glassdoor

3.2

Office Depot is a supplier of office products and services. It is a sub-organization of The ODP Corporation.

Founded in 1986

Boca Raton, Florida, USA

10,001+ employees

http://officedepot.com

H1B Sponsorship

Office Depot 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 (1)

2022 (3)

2021 (44)

2020 (44)