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 to accurately identify and link records across diverse data sources.
- Apply Natural Language Processing (NLP) models for tasks such as text classification, sentiment analysis, and entity recognition.
- Utilize Natural Language Generation (NLG) models for text summarization, delivering concise 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.