Principal Data Scientist - Bengaluru, India - Red Hat Software

Red Hat Software

Verified Company

Bengaluru, India

1 week ago

Posted by:

Deepika Kaur

beBee Recuiter

Description

About the job:

The

Data Development, Insights & Strategy

team is a highly focused effort to use the combination of our

product fleet data

, our business and sales data to provide strategic insight and act on the 'moments that matter' in near real time to both drive meaningful customer interactions, product evolution, modernize/drive our business systems and identifying opportunities to maximize our understanding and execution of product & business models which in turn maximize our ability to successfully capture our market opportunity.

What you will do:

In this role,
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you will be the voice of Red Hat's technical authority, creating and delivering features/ capabilities that helps Red Hat's data community and in turn our customers achieve their business and technical goals with Red Hat products effectively
:

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You will work collaboratively with members of DDIS, finance, operations, sales, marketing, and product to construct fit for purpose analytical solutions that will be leveraged by business teams to drive proactive customer engagement
:

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will have a track record of strong technical skills, drive to be innovative & creative, excellent communication and collaboration skills, a keen attention to detail, and a passion for quality and open source software
:

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If you enjoy broadening your technical skills, and working in an environment that thrives on creativity, experimentation, and community innovation, then this is the job for you
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What you will bring:

Desired Skills/Experience3+ Years working professionally with NLP in python
Experience with Spacy and/or Hugging Face-
Comfortable working with a small team in a fast-paced, highly collaborative environmentExperience in all stages of the Data Science cycle from concept to production**
. Analyze, study, and transform data science prototypes as required.Review and choose the best and most appropriate annotated datasets for the best-supervised learning methods.
Use well-formed and effective text representation to change and adapt natural language into user-friendly features per business requirements. Thorough understanding of NLP techniques for text representation and modelingEnsure the developed model is properly trained and ensure substantive evaluation experiments are run. Undertake statistical analysis of the results produced and refine the model where required.
Keep up to date in the rapidly changing field of machine learning by constantly researching and learning new techniques and information related to NLP.Excellent understanding of machine learning frameworks
Bachelor's degree or above in Computer Science, Math, Computational Linguistics, or other related fields. Demonstrated experience as an NLP, or experience in a similar role/industryWorking knowledge of Tensorflow, TensorflowServing, Keras, PyTorch, etc.
Experience developing highly scalable backend microservices in AWS

Personal qualities and communicationCommunicate and influence for impact by bringing data to life via clear narratives and/or storytelling
Communication skills and experience in interacting with cross functional business and engineering teamsCapability in undertaking business needs analysis in direct consultation.
Be a self-starter, displaying initiative in seeing needs, building functionality and leading insights for organizational change.Capability to develop a detailed understanding of our business requirements.
Excellent communication, presentation, and writing skills
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