What are the responsibilities and job description for the Data Scientist - NLP position at Peraton?
Responsibilities:
Desired Qualifications:
Peraton is seeking a Data Scientist with expertise in Natural Language Processing (NLP) who can leverage experience and expertise in data exploration, and engineering, to explore, architect, develop, and deploy application for processing structured and unstructured data into usable data formats for long term storage, search, and analysis. The right candidate will be part of developing cutting edge NLP applications.
Qualifications:
Required Qualifications:
- Eight (8) years of experience with languages, such as Java, Scala or Python, used in support of development and production operations
- Must have experience on building large language models taking them from research to production for NLP tasks:
- Named Entity Recognition
- Relationships extractions
- Entity Resolution within a text document
- Experience with the AWS
- A current Top Secret security clearance with SCI eligibility and the ability to obtain a polygraph.
Desired Qualifications:
- Knowledge of MLOps pipeline to support enterprise scale deep learning using Kubernetes or Docker
- Products implementation experience of TensorFlow and/or PyTorch stack
- Knowledge of transformer models such as Electra and BERT
- Good to have in depth experience of Generative AI and mathematics behind it
- Experience with search tools - Solr or Elastic Search
- Knowledge of language translation experience
- Have worked in an Agile environment.
- You have worked on teams that practice Agile methodologies.
Peraton drives missions of consequence spanning the globe and extending to the farthest reaches of the galaxy. As the world’s leading mission capability integrator and transformative enterprise IT provider, we deliver trusted and highly differentiated national security solutions and technologies that keep people safe and secure. Peraton serves as a valued partner to essential government agencies across the intelligence, space, cyber, defense, civilian, health, and state and local markets. Every day, our employees do the can’t be done, solving the most daunting challenges facing our customers.
Salary Range: Salary Minimum: $57,500 Salary Mid: $115,000 Salary Maximum: $143,800 The estimate displayed represents the typical salary range for this position, and is just one component of Peraton's total compensation package for employees. Other rewards may include annual bonuses, short- and long-term incentives, and program-specific awards. In addition, Peraton provides a variety of benefits to employees. EEO Tagline (Text Only): An Equal Opportunity Employer including Disability/Veteran.Salary : $57,500 - $115,000
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