DLH is seeking a Machine Learning (ML) engineer to create programs and algorithms that enable computers to take actions without human intervention, solving complex problems faced by civilian and military customers.
Requirements
- Proficiency in software and database programs such as C++, Python, Java, Mongo, and HTML
- Demonstrated experience applying machine learning to real-world datasets, including regression analyses, predictive modeling, and generative modeling
- Hands-on experience with networking, server setup, and cloud computing (e.g., AWS) is a plus
- Additional experience with robotics, image recognition, and autonomous systems is considered a plus
- Experience with data mining, exploratory data analysis, and predictive analytics
- Experience with natural language processing (NLP) and automated application of analytics for data ingestion pipelines
- Experience with computational statistics and mathematical optimization
Responsibilities
- Understand and use computer science fundamentals, including data structures, algorithms, computability and complexity, and computer architecture
- Use exceptional mathematical skills to perform computations and work with the algorithms involved in this type of programming
- Produce project outcomes and isolate the issues that need to be resolved in order to make programs more effective
- Collaborate with data engineers to build data and model pipelines
- Manage the infrastructure and data pipelines needed to bring code to production
- Demonstrate end-to-end understanding of applications (including, but not limited to, the machine learning algorithms) being created, build algorithms based on statistical modeling procedures and build and maintain scalable machine learning solutions in production using data modeling and evaluation strategy to find patterns and predict unseen instances, apply machine learning algorithms and libraries
- Lead on software engineering and software design
Other
- Bachelor's degree in a quantitative or scientific field (e.g., Chemistry, Physics, Engineering, Computer Science) and 2 years of relevant work experience
- US citizenship required
- Excellent technical communication skills, including preparing proposals, documentation, and explaining complex concepts to non-technical stakeholders
- Ability to communicate and explain complex processes to people who are not programming experts
- Ability to liaise with stakeholders to analyze business problems, clarify requirements, and define the scope of the resolution needed
