Senior Data Scientist joining Red Hat's Data Development team, specializing in NLP and innovative solutions. Collaborating with agile teams to deliver impactful data-driven features for business growth.
Responsibilities
Collaborate with a small, agile team to research and implement effective NLP algorithms and tools.
Contribute to the design, development, and delivery of NLP applications from concept to production.
Analyze data science prototypes and ensure they meet business requirements.
Ensure the successful training and evaluation of NLP models, refining them based on statistical analysis.
Collaborate with cross-functional teams, including finance, operations, sales, and marketing, to understand and meet business needs.
Requirements
5+ years of professional experience in NLP using Python, with knowledge of Spacy and Hugging Face.
Strong understanding of NLP techniques and experience in Generative AI application development.
Familiarity with machine learning frameworks, including TensorFlow, Keras, and PyTorch.
Experience in developing scalable backend microservices in AWS.
Ability to translate complex data findings into actionable business insights.
Comfortable working with a small team in a fast-paced, highly collaborative environment.
Experience with GenAI application development - LLMs, Embedding models, Vector Databases.
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/industry.
Communicate and influence for impact by bringing data to life via clear narratives and/or storytelling.
Capability 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.
Benefits
Comprehensive medical, dental, and vision coverage
Flexible Spending Account - healthcare and dependent care
Health Savings Account - high deductible medical plan
Retirement 401(k) with employer match
Paid time off and holidays
Paid parental leave plans for all new parents
Leave benefits including disability, paid family medical leave, and paid military leave
Additional benefits including employee stock purchase plan, family planning reimbursement, tuition reimbursement, transportation expense account, employee assistance program, and more!
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