HII's Mission Technologies division is seeking a skilled Software Engineer (AI/ML) to provide strategic insight into the overall analytics roadmap of our DoD customer’s organization and apply statistical and machine learning methods to solve large-scale problems
Requirements
- Industry experience with statistical software (Python, R) and database languages (SQL)
- Experience with data analytics/visualization tools
- Demonstrated skill and knowledge in applying artificial intelligence and machine learning, to create and build machine learning models with Python, Spark, Databricks, and other libraries as determined
- Experience in data analysis, including: Querying, segmenting, and visualizing data to evaluate hypotheses
- Experience working with different types of datasets (unstructured, semi-structured, with missing information) and building data pipelines from end to end
- IATT Lvl 2 Compliance: Must possess or be able to obtain by start of employment CompTIA Security+, CySA+, or SSCP
- Machine Learning: Artificial Neural Network (ANN), GANs, Bayesian Network/BBN, Regression, Logistic Regression, Decisions Tree, Elastic-net regularized generalized linear models (built in R), k-NN, SVM, Clustering, Page Rank and PCA, MCA
Responsibilities
- Gain familiarity with the data and processes, including image review, data analysis, and image data set curation, preparing and processing data
- Investigate and determine suitable machine learning technologies and available open-source resources (software applications, coding, and curated datasets) for a data-sparse context
- Conduct data exploration, analysis, and feature extraction, to incorporate into government roadmaps and data pipelines
- Apply statistical and machine learning methods to solve large-scale problems, including the full modeling lifecycle (e.g., data manipulation, building and evaluating models, interpreting and effectively communicating results, transitioning solutions to production, performance monitoring, recalibrating models, etc.)
- Analyze large amounts of information to discover trends and create data visualization to summarize the modeling insights to effectively communicate them to internal team members and business stakeholders
- Present information using data visualization techniques to senior stakeholders across the agency
- Proposes solutions and strategies to unique business challenges throughout the agency
Other
- Minimum 5 years relevant experience with Bachelors in related field; 3 years relevant experience with Masters in related field; 0 years experience with PhD or Juris Doctorate in related field; or High School Diploma or equivalent and 9 years relevant experience
- Required Travel: 0 - 10%
- Security Clearance: Secret
- Level of Experience: Mid
- Must possess and maintain a Secret clearance
