The Role
About the Organization
Now is a great time to join Redhorse Corporation. Redhorse specializes in developing and implementing creative strategies and solutions with private, state, and federal customers in the areas of cultural and environmental resources services, climate and energy change, information technology, and intelligence services. We are hiring creative, motivated, and talented people with a passion for doing what's right, what's smart, and what works.
About the Role
Redhorse is seeking a highly skilled Senior Level Data Scientist to join our team supporting the Chief Digital and Artificial Intelligence Office (CDAO) within the Department of Defense (DoD). You will play a crucial role in driving data-driven decision-making and developing cutting-edge AI/ML solutions for mission-critical applications like GAMECHANGER, Contract Search, and JBook Search on the Advana platform. This position offers the unique opportunity to directly impact national security by leveraging advanced NLP, semantic search, and RAG technologies at scale.
Key Responsibilities
- Design, configure, develop, test, and support informatics and data science solutions for a wide array of technical use cases.
- Collaborate with cross-functional teams, including data scientists and software engineers, to integrate AI solutions into Search Portfolio products.
- Optimize AI models for performance, scalability, and efficiency, leveraging Apache Spark/Databricks and GPU-enabled Kubernetes clusters.
- Remain current on AI research advancements and apply new findings to improve Search Portfolio products.
- Manage the lifecycle of AI/ML components, from research and development to deployment and optimization.
- Apply analytical methodologies to diagnose data challenges, implement solutions, and evaluate performance.
- Document and present requirements, design alternatives, and findings to team members and clients.
- Develop strategic, baselined data modeling processes and determine cause-and-effect relationships.
- Maintain and guide the development of common libraries and tools used by multiple teams.
- Contribute to formulating a strategy for rapid prototyping.
Required Experience/Clearance
- Bachelor's degree plus 7-10 years of experience, or a Master's degree plus 5 years of experience.
- Experience with ML fields (NLP, computer vision, statistical learning theory).
- Hands-on experience with NLP, Large Language Models, text embedding, semantic query, generative AI for text, and RAG.
- Proficiency in data preprocessing, feature engineering, and model evaluation techniques.
- Strong understanding of machine learning algorithms (supervised, unsupervised, reinforcement learning, neural networks).
- Experience with version control systems (Git).
- Experience building ML models in a data scientist or ML engineer role.
- Proficiency in Python and experience with at least one of: R, Scala, Java, or C++.
- Experience using Apache Spark/Databricks for AI/ML workloads.
- Experience handling petabyte-scale datasets, data visualization, SQL, and GPU-based model development.
- Experience with cloud-based data persistence products, particularly RDS PostgreSQL and pgvector extensions.
- Experience persisting vectorized data from text embedding processes using Elastic and/or OpenSearch, in addition to vector enabled RDBMS like pgvector enhanced PostgreSQL
- Proven ability to communicate technical concepts to diverse audiences and deliver data-driven presentations.
- Active Top Secret (TS) security clearance with Sensitive Compartmented Information (SCI) eligibility.
Equal Opportunity Employer/Veterans/Disabled
Accommodations:
If you are a qualified individual with a disability or a disabled veteran, you may request a reasonable accommodation if you are unable or limited in your ability to access job openings or apply for a job on this site as a result of your disability. You can request reasonable accommodations by contacting Talent Acquisition at [email protected]
Redhorse Corporation shall, in its discretion, modify or adjust the position to meet Redhorse’s changing needs.
This job description is not a contract and may be adjusted as deemed appropriate in Redhorse’s sole discretion.
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The Company
What We Do
We want to improve the way government interacts with and uses data and technology. Redhorse combines top-tier consulting experience with a passion for problem-solving to help clients address mission-critical government problems. We roll up our sleeves and stand shoulder-to-shoulder with our clients to understand their issues and find solutions, using digital transformation and artificial intelligence, partnered with our domain expertise in National Security, Networking Technology and Infrastructure, Energy and the Environment.
