The company is looking to leverage machine learning (ML) to understand and process massive datasets for DoD program offices, aiming to deliver customer-focused solutions and provide objective answers to advise clients in making informed decisions.
Requirements
- Experience with one or more Deep Learning packages including but not limited to TensorFlow and PyTorch.
- 3+ years of full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations experience.
- 4+ years with natural language processing (NLP) topics, including tagging, syntactic parsing, word sense disambiguation, topic modeling, contextual text mining, or application of deep learning to NLP.
- Strong background in a modern programming language, such as Python or Java, and associated numerical and analytics packages (NUMPY, PANDAS); git; PYTORCH or TensorFlow; CI/CD pipelines and regression testing.
- Experience building distributed deep learning libraries or scaling large distributed deep learning workflows using PyTorch (or similar).
- Experience in machine learning, data mining, information retrieval, statistics, or natural language processing.
- Experience in large scale AI and ML infrastructure, AWS ML tools such as SageMaker.
Responsibilities
- Train, test, deploy, and maintain models that learn from data.
- Own and define the direction of mission-critical solutions by applying best-fit ML algorithms and technologies.
- Establish scalable, efficient, automated processes for large-scale data analysis, machine learning model development, model validation and serving.
- Optimize machine learning algorithms.
- Contribute to building an infrastructure that facilitates end-to-end ML workflows.
- Explore new technologies like quantum engineering for advanced model development.
- Collaborate with cross-functional teams to enhance data processing pipelines.
Other
- Top Secret clearance required (can be sponsored).
- Ability to quickly grasp technical concepts and collaborate with multiple functional groups.
- Excellent communication and collaboration skills, with the ability to work effectively with cross-functional teams.
- Detail-oriented mindset with a commitment to delivering high-quality results.
- Recent DoD or IC-related experience.
