Job Requirements
Herndon, VA
Intel Agency (NSA, CIA, FBI, etc) Full Scope Polygraph
Mid Level Career (5+ yrs experience)
Salary not specified
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Job Description
Candidates must already possess an active Top Secret/SCI w/ Full Scope Polygraph to be considered.
Summary:
• Perform data-driven business analysis, specializing in natural language processing (NLP) and data preparation.
• Transform structured and unstructured data into clear and supported analytic insights.
• Design and implement advanced ETL code and table configurations for complex data sets.
• Develop and organize relevant information with supporting analytics using SQL in Oracle databases.
• Author analytic publications and produce ad-hoc reports, including data visualizations.
• Conduct sophisticated analysis using NLP, Python, deep learning frameworks (PyTorch, Tensorflow, Keras), and machine learning models for text classification and topic modeling.
• Utilize generative language models, HuggingFace Transformers, and Python NLP packages such as Spacy, Gensim, or NLTK.
• Leverage GPUs for accelerated computing.
• Work with Git and Jenkins for version control and automation.
• Conduct advanced statistical analysis and effectively communicate methodological choices and model results.
• Optional skills include cloud computing (AWS), Flask, Tableau for visualizations, and tuning LLMs.
Qualifications & Compensation:
• Degree: Technical bachelor's degree or equivalent experience
• Years of experience: 13+ years
• Total Compensation: $280k+ yearly (tentative)
Job Description:
• Work closely with data scientists and technical teams to implement requirements.
• Conduct sophisticated analysis using deployed tools and natural language processing.
• Analyze large amounts of raw data, including text data, to provide business insights.
• Preprocess or clean structured and unstructured data, including text data.
• Design and implement advanced ETL code and table configurations for complex data sets.
• Use Structured Query Language (SQL) in Oracle database to develop and organize relevant information with supporting analytics.
• Independently, or with a team, author analytic publications and produce ad-hoc reports to include data visualizations.
• Stay current with enterprise metadata collection tools.
• Implement existing coordination processes.
• Provide technical education to staff on an ad-hoc basis.
• Provide subject matter expertise in NLP to support initiatives.
• Key skills: Fine-tuning, LLM, Model Training, Git, Jenkins/Hudson, Communications/Technical Writing, Data Science, Database Engineering, Requirements Analysis, Data Visualization, Dataflow, Human Language Processing, Machine Learning/Artificial Intelligence, Web Services, CUDA, PyTorch, Tensorflow, Python, SQL, AWS, Oracle.
About SYSTOLIC:
SYSTOLIC is dedicated to giving our employees the best possible company experience so that they can focus on providing outstanding support to their customer’s mission. Our company is founded on integrity, enthusiasm, and a relentless commitment to supporting the Intelligence Community. You can learn more about us and submit an application to be considered against our current and future openings at https://systolic.com.
To learn about our compensation ranges, visit our Pay Transparency page at: https://systolic.com/pay-transparency
Summary:
• Perform data-driven business analysis, specializing in natural language processing (NLP) and data preparation.
• Transform structured and unstructured data into clear and supported analytic insights.
• Design and implement advanced ETL code and table configurations for complex data sets.
• Develop and organize relevant information with supporting analytics using SQL in Oracle databases.
• Author analytic publications and produce ad-hoc reports, including data visualizations.
• Conduct sophisticated analysis using NLP, Python, deep learning frameworks (PyTorch, Tensorflow, Keras), and machine learning models for text classification and topic modeling.
• Utilize generative language models, HuggingFace Transformers, and Python NLP packages such as Spacy, Gensim, or NLTK.
• Leverage GPUs for accelerated computing.
• Work with Git and Jenkins for version control and automation.
• Conduct advanced statistical analysis and effectively communicate methodological choices and model results.
• Optional skills include cloud computing (AWS), Flask, Tableau for visualizations, and tuning LLMs.
Qualifications & Compensation:
• Degree: Technical bachelor's degree or equivalent experience
• Years of experience: 13+ years
• Total Compensation: $280k+ yearly (tentative)
Job Description:
• Work closely with data scientists and technical teams to implement requirements.
• Conduct sophisticated analysis using deployed tools and natural language processing.
• Analyze large amounts of raw data, including text data, to provide business insights.
• Preprocess or clean structured and unstructured data, including text data.
• Design and implement advanced ETL code and table configurations for complex data sets.
• Use Structured Query Language (SQL) in Oracle database to develop and organize relevant information with supporting analytics.
• Independently, or with a team, author analytic publications and produce ad-hoc reports to include data visualizations.
• Stay current with enterprise metadata collection tools.
• Implement existing coordination processes.
• Provide technical education to staff on an ad-hoc basis.
• Provide subject matter expertise in NLP to support initiatives.
• Key skills: Fine-tuning, LLM, Model Training, Git, Jenkins/Hudson, Communications/Technical Writing, Data Science, Database Engineering, Requirements Analysis, Data Visualization, Dataflow, Human Language Processing, Machine Learning/Artificial Intelligence, Web Services, CUDA, PyTorch, Tensorflow, Python, SQL, AWS, Oracle.
About SYSTOLIC:
SYSTOLIC is dedicated to giving our employees the best possible company experience so that they can focus on providing outstanding support to their customer’s mission. Our company is founded on integrity, enthusiasm, and a relentless commitment to supporting the Intelligence Community. You can learn more about us and submit an application to be considered against our current and future openings at https://systolic.com.
To learn about our compensation ranges, visit our Pay Transparency page at: https://systolic.com/pay-transparency
group id: 10527119