Data Scientist III at Toshiba (Raleigh, NC)

| Raleigh-Durham, NC
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Job Title: Data Scientist III

Introduction:

Toshiba Global Commerce Solutions is seeking a Data Scientist to join the Proactive Availability Services (PAS) team and support our product, sales, global services, and leadership teams with insights gained from analyzing retailer hardware, software, maintenance and service data. The ideal candidate should have experience training and deploying ML models as well as deriving data-driven insight from the results. The Data Scientist will work in a small team of other data scientists and business analysts to extract, explore, transform, visualize, and derive insight from IoT devices and software logs deployed globally. They will work hand in hand with a global counterpart in Latin-America. The DS role provides customer specific insight and hardware maintenance failure insight as well as aid with robotic process automation (RPA) activities within the organization as an individual contributor as well as in collaboration with various other Data Solution teams within TGCS. Bringing a fail fast mentality and curiosity for improving existing processes and solutions.

Responsibilities:

  • Assess the effectiveness and accuracy of new data sources and data gathering techniques.
  • Develop custom data models and algorithms to apply to existing data sets.
  • Influence the roadmap of proprietary data collection agents and data collection processes.
  • Use predictive modeling to increase and optimize hardware maintenance and software quality.
  • Deliver scalable information technology solutions that will run 75% of the world's retailers
  • Increase visibility into retailer's hardware and software deployments
  • Shepard ML models and services from training, test, and deployment through TGCS labs and into the retailer's environment.
  • Perform ETL on hardware and software data
  • Create, deploy, and maintain timeseries forecasting and anomaly detection models.
  • Translate business requirements into functional and technical implementations
  • Propose solutions that create business value derived from available data.
  • Effectively collaborate with sales, software & global services to drive actions that maintain and win new business successfully.
  • Work together with the PAS team to ensure that the products and components work together to meet and exceed customer expectations.


Required Skills:

  • Bachelor's degree in Computer Engineering, Computer Science, or related field
  • 5+ years of experience in the following areas:
    • Experience using statistical programming languages (Python, SLQ, etc.) to manipulate data and draw insights from large data sets.
    • Interest and drive to learn more about the retail landscape and it's nuances (Security Compliance, GDPR, business seasonality, hardware maintenance, employee and customer experience)
    • Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial intelligence, neural networks, etc.) and their real-world advantages/drawbacks.
    • Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications.
    • Experience with robotic process automation (RPA) solution such as UiPath, Automai,etc.
    • Experience with ETL and model prototyping within Jupyter Notebooks or similar
    • Experience analyzing data from 3rd party providers such as Datadog, Splunk, Icinga, etc
    • Experience extracting and transforming data from databases and blob storage within a data lake.
    • Experience maintaining and supporting model drift over time and resolving it
    • Experience deploying models to the cloud
    • Experience making the models and insight available through webservices
    • Experience with distributed data/computing tools: Spark, DataBricks, SQL, etc
    • Experience visualizing/presenting data for stakeholders and clients


Preferred Skills:

  • Experience with the Retail Vertical
  • Experience with Tableau and Tableau Server
  • Familiarity with Microsoft Azure Cloud and Azure Cognitive services and tools.
  • Experience integrating AI / ML into ITIL and Incident Management processes.


About the Company:

Toshiba Global Commerce Solutions is a dynamic billion-dollar global company based in Research Triangle Park, NC, providing retail store solutions to your favorite brands. Have you ever been in a hurry and made use of the self-checkout at Lowe's Foods, earned fuel rewards at Kroger, or just paid for purchases at retailers such as Walmart, Michaels, Carrefour, The Gap, Calvin Klein, Boots, Cencosud, BJ's, or Costco? These are just a few examples of our in-store solutions and impressive customer base that made us the world's installed market share leader.

The nature of retail is changing quickly, so if you share our 'Together Commerce' vision of a seamless two-way, participatory shopping experience, let's get together to drive the new economy.

EEO:

Toshiba Global Commerce Solutions is an equal opportunity/affirmative action employer that evaluates qualified applicants without regard to age, ancestry, color, religious creed, disability, marital status, medical condition, genetic information, military or veteran status, national origin, race, sex, gender, gender identity, gender expression and sexual orientation or any other protected factor. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements.

Individuals who need a reasonable accommodation because of a disability for any part of the employment process should email [email protected] to request an accommodation.

Equal Opportunity Employer/Protected Veterans/Individuals with Disabilities

The contractor will not discharge or in any other manner discriminate against employees or applicants because they have inquired about, discussed, or disclosed their own pay or the pay of another employee or applicant. However, employees who have access to the compensation information of other employees or applicants as a part of their essential job functions cannot disclose the pay of other employees or applicants to individuals who do not otherwise have access to compensation information, unless the disclosure is (a) in response to a formal complaint or charge, (b) in furtherance of an investigation, proceeding, hearing, or action, including an investigation conducted by the employer, or (c) consistent with the contractor's legal duty to furnish information. 41 CFR 60-1.35(c)
More Information on Toshiba
Toshiba operates in the Artificial Intelligence industry. The company is located in New York, NY. Toshiba was founded in 1875. It has 10001 total employees. It offers perks and benefits such as Flexible Spending Account (FSA), Disability Insurance, Dental Benefits, Vision Benefits, Health Insurance Benefits and Life Insurance. To see all 46 open jobs at Toshiba, click here.
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