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Data Scientist - Senior with Security Clearance

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Linchpin Software

2024-09-21 01:42:44

Job location Huntsville, Alabama, United States

Job type: fulltime

Job industry: I.T. & Communications

Job description

Are you passionate about harnessing the power of AI and Machine Learning to develop cutting-edge data discovery and analytics solutions? Do you have experience working with advanced models and frameworks in a mission-critical environment? If so, Linchpin Software invites you to join our Enterprise Analytics team, where you'll play a pivotal role in driving innovative solutions for Pattern Mining, Entity Resolution, Graph Analytics, and more. About the Role:
- As a member of our Enterprise Analytics team, you'll be at the forefront of developing state-of-the-art capabilities in Data Discovery and Multi-INT Analytics. - Your work will involve implementing AI/ML solutions across a variety of tasks including entity resolution, text and graph analytics, and utilizing API-driven architectures to deliver powerful, scalable results. Key Responsibilities: - Develop and implement methods for Entity Resolution, ensuring accurate identification and linkage of records across diverse data sources representing the same real-world entities (e.g., people, organizations, products).
- Apply Natural Language Processing (NLP) models to tasks such as text classification, sentiment analysis, and entity recognition.
- Utilize Natural Language Generation (NLG) models for tasks like text summarization, delivering concise and accurate outputs from large data sets.
- Collaborate with a team to design and deploy AI/ML solutions using cutting-edge technologies and tools. Core Competencies:
- Proven experience in Entity Resolution and record linkage across multiple data sources.
- Expertise in Natural Language Processing (NLP) models for text-based tasks.
- Experience with Natural Language Generation (NLG) models for summarization and related tasks.
- Strong programming skills in Python and Scala, with hands-on experience using AI/ML frameworks like PyTorch and TensorFlow. Unique Skills/Software:
- Experience with Databricks and Spark for large-scale data processing.
- Familiarity with Transformer models and CoreNLP for advanced text analytics. Work Environment:
- The role is primarily onsite (60%) in Huntsville, Alabama or Chantilly, VA, with the remainder being telework.
- Our team is distributed between the Washington, DC metropolitan area and Huntsville. We offer competitive benefits and compensation and a chance to work on projects that are at the forefront of data technology. If you're ready for a challenge that goes beyond the average enterprise experience, we'd love to talk to you.

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