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Senior Research Engineer

5.00 to 10.00 Years   Bangalore   26 Sep, 2020
NUANCE COMMUNICATIONS
Job LocationBangalore
EducationNot Mentioned
SalaryNot Disclosed
IndustryConsumer Durables / Electronics
Functional AreaR&D / Product Design,General / Other Software
EmploymentTypeFull-time

Job Description

Nuance communications Inc. Bangalore India data engineering team is seeking a skilled and motivated senior research data engineer with data engineering and machine learning experience. The successful candidate will have experience with big data processing and some hands-on experience building ML models. The candidate will have experience collaborating with remote colleagues and stakeholders.

Principal dutues and responsibilities:

  • Develop training and testing data sets used to train text data de-identification ML models.
  • Implement and manage annotation workflows with job control reporting and QA.
  • Maintain and update annotator tagging guidelines and training materials. Ensure that the guidelines properly support the tag sets and can be clearly understood by the annotators.
  • Build and test ML models, model evaluation including creating results dashboard, improving model performance.
  • Implement QA automation to detect quality problems in text data.
  • Document all code and processes.

Required skills:

Minimum years of work experience: 5+ years in technical industry

  • Python scripting and Linux tools, process automation tools commonly used for text data engineering.
  • Text parsing and cleaning, transforming regex, xml schema handling, json, pandas.
  • Modern code repository usage.
  • Data mining, big data processing tools and methods.
  • Experience using modern machine learning toolkits such as Tensorflow, pytorch or similar.
  • Ability to translate requirements into specific short term actions with accurate ETAs; regular tracking and reporting on status of activities, and deliverables.
  • Ability to work proactively, collaboratively, and independently and with other team members including with remote international staff.
  • Clear concise verbal and written communication, effectively use remote communication and collaboration tools.

Preferred skills:

  • Experience developing automated text data de-identification pipelines.
  • Cloud computing, containers, object storage.
  • Continuous integration of repositories (git).
  • Familiarity with process monitoring and reporting via dashboards.
  • Experience in Natural Language Processing, text data parsing and encoding, or data mining .
  • Experience working with multi language data.

Education: Minimum of BS in Computer Science, Engineering, or equivalent

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Keyskills :
electronicsagriculturebomcompliancecorenatural language processingbig dataxml schemadata mininglinux toolsqa automationcloud computingdata processingcomputer sciencemachine learningautomation toolsnatural languagedata engineeringprocess

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