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HII · 14 hours ago

Software Engineer (AI/ML)

Annapolis Junction, MD

Full-time

Hybrid

Mid, Senior Level

$111K/yr - $130K/yr

5+ years exp

HII's Mission Technologies division is seeking a skilled Software Engineer (AI/ML) to provide strategic insight into the overall analytics roadmap of their DoD customer’s organization. The role involves applying statistical and machine learning methods to solve large-scale problems and supporting a security organization in protecting critical assets through enterprise risk management.

Health CarePublic Safety

No H1B

Security Clearance Required

U.S. Citizen Only

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

Provide strategic insight into the overall analytics roadmap of the organization, working closely with product owners, engineering and product development teams

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

Additional duties as assigned or required

Qualification

PythonMachine LearningData AnalysisSQLData VisualizationCompTIA Security+RSparkDatabricksJIRAConfluenceJavaC++

Required

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

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; Communicating impact to both technical and non-technical audiences

Experience working with different types of datasets (unstructured, semi-structured, with missing information) and building data pipelines from end to end: Understanding business use cases and requirements for different internal teams; Cleaning, evaluating, and visualizing data; Feature engineering; Model exploration and evaluation; Maintenance

IATT Lvl 2 Compliance: Must possess or be able to obtain by start of employment CompTIA Security+, CySA+, or SSCP

Clearance: Must possess and maintain a Secret clearance

Preferred

Masters in data Analytics, Engineering, Science or related technical discipline

Knowledge of DoD business practices highly desired

Working knowledge of JIRA and Confluence

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

MFC, aPriori and other Data Mining and Deep Learning Algorithms

Familiarity with Java or C++