Mlops Empregos à distância e ao domicílio em Herndon, Virginia ∙ Página 1

About the Role

BTI360 is a data discovery company, using AI/ML to transform proprietary data into actionable insights that directly support our customer's mission. We are seeking a Senior Machine Learning Engineer with TS/SCI clearance and polygraph with the expertise, creativity, and leadership to drive innovative solutions that apply advanced AI techniques to solve complex problems. This is an opportunity to make a tangible impact by leveraging cutting-edge technology, data, and a deep understanding of mission-driven challenges. 

In this role, you will:

• Lead the design and development of AI/ML solutions to extract insights from complex unstructured and semi-structured data sets. 

• Prototype and evaluate AI-driven capabilities to assess technical feasibility for deployment in production environments. 

• Apply data correlation techniques to analyze streams of data discussing similar topics, identifying contradictions, and developing systems that make sense of the reality behind conflicting information. 

• Work on automating reporting workflows that provide mission stakeholders with greater awareness of underlying data holdings and turn them into actionable mission capabilities. 

• Observe and analyze customer behaviors and workflows to understand their mission objectives, identifying opportunities where AI/ML can improve efficiency, quality, or mission outcomes. 

• Collaborate with a multidisciplinary team of data scientists, engineers, and mission experts to align technology solutions with customer objectives. 

You might thrive in this role if you: 

• Possess an active TS/SCI clearance with polygraph. 

• Possess 7+ years of professional experience building, deploying, and maintaining ML models; or 5+ years with an advanced degree (MS or PhD) in Machine Learning, Artificial Intelligence, Data Science, or a related field. 

• Have proven experience in leading AI/ML initiatives, including designing AI-driven capabilities that scale to production environments. 

• Demonstrated commitment to continuous learning and staying up to date on AI/ML advancements through research, whitepapers, courses, and experimentation. 

• Have proficiency in Python and experience with ML frameworks such as PyTorch, TensorFlow, or equivalent. 

• Have familiarity with natural language processing (NLP), deep learning techniques, and large language models (LLMs). 

• Have experience with AI/ML techniques like prompt engineering, retrieval-augmented generation (RAG), and mitigating hallucination in models. 

• Have ability to rapidly prototype and evaluate solutions to meet customer needs in different contexts and domains. 

You will excel in this role if you have also these skills: 

• Experience working in cloud environments (AWS, Google Cloud, or Azure). 

• Familiarity with MLOps, including the deployment, monitoring, and scaling of ML models in production. 

• Experience with writing technical solution proposals for government or enterprise customers. 

• Experience with technical speaking engagements and communicating complex AI/ML concepts through white papers, presentations, and conferences. 

• Advanced degree (MS/PhD) in a relevant field (e.g., Machine Learning, Artificial Intelligence, Data Science). 

• Experience working in an Agile environment. 

• Familiarity with CI/CD pipelines (e.g., Jenkins, CodePipeline), and version control (Git). 

If you're passionate about pushing the boundaries of AI/ML to deliver impactful solutions that drive real-world mission success, apply now to join our team!