Data Scientist

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    "description_html": "<p>J5 Consulting is a Maryland based company established in 2006 to provide computing and consulting services for government and commercial entities. Our services improve Information System networking performance and compliance and protect electronic assets from loss and compromise. We welcome your application to receive consideration for the following position.</p><p><strong>Introduction</strong><br>The Sponsor provides data-driven business analysis to support senior organizational leaders. The Sponsor requires support specializing in natural language processing (NLP) and associated data preparation to help identify challenges and opportunities for the Sponsor’s customers. The Sponsor needs experienced SQL and Python skills to transform the Sponsor’s structured and unstructured data into clear and supported analytic insights to help customers with decision making related to production, resources and personnel. The work may be performed independently or within a team environment.<br> </p><p><strong>Required Skills and Demonstrated Experience:</strong> </p><ul><li>Demonstrated professional or academic experience performing NLP tasks, including selecting the best Python libraries for a given task, choosing appropriate pre-processing actions, performing analysis, and assessing model performance.</li><li>Demonstrated professional or academic experience using Python NLP packages such as Spacy, Gensim, or NLTK to analyze or process collections of documents.</li><li>Demonstrated professional or academic experience with deep learning frameworks such as PyTorch, Tensorflow, or Keras</li><li>Demonstrated professional or academic experience with the HuggingFace Transformers library and hub.</li><li>Demonstrated experience creating machine learning models that conduct text classification and topic modeling in Python using standard machine learning (Scikit-learn) or deep learning models.</li><li>Demonstrated academic or professional experience using encoder-decoder and generative language models to perform NLP tasks.</li><li>Demonstrated academic or professional experience communicating methodological choices and model results.</li><li>Demonstrated professional or academic experience and proficiency with SQL to include using common table expressions, set operations, aggregated functions and nested subqueries.</li><li>Demonstrated professional or academic experience with version control systems such as Github and Jenkins.</li><li>Demonstrated experience leveraging GPUs for accelerated computing.</li><li>Develop practical approaches for measuring performance.</li><li> Assist in developing types of measure, the collection of data, analyzing the data, and presenting that data to senior leadership.</li><li>Conduct advanced statistical analysis on personnel, intelligence, and performance metrics.</li><li>Assist in selection or development of appropriate methodology to conduct research.</li><li>Analyze information and provide research findings in a manner that is easily grasped by the customer and consumers.</li></ul> <p><br><strong>Highly Desired Skills and Demonstrated Experience:</strong> </p><ul><li>Demonstrated experience writing Python scripts that pull data from web-based APIs and relational databases.</li><li>Demonstrated experience with cloud computing development and architecture</li><li>Demonstrated experience with front-end web development frameworks such as Flask.</li><li>Demonstrated experience developing applications for semantic search.</li><li>Demonstrated experience tuning LLMs on custom data sets and applying results to specific use cases.</li><li>Demonstrated professional or academic experience and proficiency with Tableau to produce visualizations and dashboards.</li></ul><p>__________________________________________________________________________________</p><p><strong>US Citizenship:</strong></p><ul><li>This position requires US Citizenship. Verification of US Citizenship to meet federal government security requirements will be confirmed.</li></ul><p><strong>Security Clearance:</strong></p><ul><li>The successful candidate must have an active U.S. Government Top Secret Security Clearance with a Full Scope Polygraph.</li><li><strong>Clearance Verification: </strong>This position requires successful verification of the stated security clearance to meet federal government customer requirements. You will be asked to provide clearance verification information prior to an offer of employment.</li></ul><p><strong>Travel: </strong></p><ul><li>This position is expected to be onsite. The position will be located within the Washington Metropolitan Area (WMA).   Local travel/POV will be on an as needed basis, within the local place of performance.</li></ul><br> <p><span style=\\\"font-size:16px\\\"><strong>Join J5 Consulting and Grow Your Cybersecurity Career</strong></span></p>\n\n<p>At J5, we’re a team of innovators protecting organizations from evolving cyber threats. With 18+ years of success in government and commercial sectors, we offer meaningful opportunities to grow your career.</p>\n\n<p>Enjoy comprehensive benefits, including:</p>\n\n<ul>\n\t<li>100% employer-paid health coverage</li>\n\t<li>a 6% 401(k) match</li>\n\t<li>PTO</li>\n\t<li>tuition reimbursement</li>\n\t<li>bonuses</li>\n\t<li>professional development, and more.</li>\n</ul>\n\n<p><strong>Ready to make an impact? Explore our open positions and apply today.</strong></p>",
    "description_text": "J5 Consulting is a Maryland based company established in 2006 to provide computing and consulting services for government and commercial entities. Our services improve Information System networking performance and compliance and protect electronic assets from loss and compromise. We welcome your application to receive consideration for the following position.\n Introduction\nThe Sponsor provides data-driven business analysis to support senior organizational leaders. The Sponsor requires support specializing in natural language processing (NLP) and associated data preparation to help identify challenges and opportunities for the Sponsor’s customers. The Sponsor needs experienced SQL and Python skills to transform the Sponsor’s structured and unstructured data into clear and supported analytic insights to help customers with decision making related to production, resources and personnel. The work may be performed independently or within a team environment.\n Required Skills and Demonstrated Experience:\n Demonstrated professional or academic experience performing NLP tasks, including selecting the best Python libraries for a given task, choosing appropriate pre-processing actions, performing analysis, and assessing model performance.\n Demonstrated professional or academic experience using Python NLP packages such as Spacy, Gensim, or NLTK to analyze or process collections of documents.\n Demonstrated professional or academic experience with deep learning frameworks such as PyTorch, Tensorflow, or Keras\n Demonstrated professional or academic experience with the HuggingFace Transformers library and hub.\n Demonstrated experience creating machine learning models that conduct text classification and topic modeling in Python using standard machine learning (Scikit-learn) or deep learning models.\n Demonstrated academic or professional experience using encoder-decoder and generative language models to perform NLP tasks.\n Demonstrated academic or professional experience communicating methodological choices and model results.\n Demonstrated professional or academic experience and proficiency with SQL to include using common table expressions, set operations, aggregated functions and nested subqueries.\n Demonstrated professional or academic experience with version control systems such as Github and Jenkins.\n Demonstrated experience leveraging GPUs for accelerated computing.\n Develop practical approaches for measuring performance.\n  Assist in developing types of measure, the collection of data, analyzing the data, and presenting that data to senior leadership.\n Conduct advanced statistical analysis on personnel, intelligence, and performance metrics.\n Assist in selection or development of appropriate methodology to conduct research.\n Analyze information and provide research findings in a manner that is easily grasped by the customer and consumers.\n Highly Desired Skills and Demonstrated Experience:\n Demonstrated experience writing Python scripts that pull data from web-based APIs and relational databases.\n Demonstrated experience with cloud computing development and architecture\n Demonstrated experience with front-end web development frameworks such as Flask.\n Demonstrated experience developing applications for semantic search.\n Demonstrated experience tuning LLMs on custom data sets and applying results to specific use cases.\n Demonstrated professional or academic experience and proficiency with Tableau to produce visualizations and dashboards.\n __________________________________________________________________________________\n US Citizenship:\n This position requires US Citizenship. Verification of US Citizenship to meet federal government security requirements will be confirmed.\n Security Clearance:\n The successful candidate must have an active U.S. Government Top Secret Security Clearance with a Full Scope Polygraph.\n Clearance Verification:  This position requires successful verification of the stated security clearance to meet federal government customer requirements. You will be asked to provide clearance verification information prior to an offer of employment.\n Travel:\n This position is expected to be onsite. The position will be located within the Washington Metropolitan Area (WMA).   Local travel/POV will be on an as needed basis, within the local place of performance.\n  Join J5 Consulting and Grow Your Cybersecurity Career\n At J5, we’re a team of innovators protecting organizations from evolving cyber threats. With 18+ years of success in government and commercial sectors, we offer meaningful opportunities to grow your career.\n Enjoy comprehensive benefits, including:\n 100% employer-paid health coverage\n a 6% 401(k) match\n PTO\n tuition reimbursement\n bonuses\n professional development, and more.\n Ready to make an impact? Explore our open positions and apply today.",
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      "description": "<p>J5 Consulting is a Maryland based company established in 2006 to provide computing and consulting services for government and commercial entities. Our services improve Information System networking performance and compliance and protect electronic assets from loss and compromise. We welcome your application to receive consideration for the following position.</p><p><strong>Introduction</strong><br>The Sponsor provides data-driven business analysis to support senior organizational leaders. The Sponsor requires support specializing in natural language processing (NLP) and associated data preparation to help identify challenges and opportunities for the Sponsor’s customers. The Sponsor needs experienced SQL and Python skills to transform the Sponsor’s structured and unstructured data into clear and supported analytic insights to help customers with decision making related to production, resources and personnel. 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Verification of US Citizenship to meet federal government security requirements will be confirmed.</li></ul><p><strong>Security Clearance:</strong></p><ul><li>The successful candidate must have an active U.S. Government Top Secret Security Clearance with a Full Scope Polygraph.</li><li><strong>Clearance Verification: </strong>This position requires successful verification of the stated security clearance to meet federal government customer requirements. You will be asked to provide clearance verification information prior to an offer of employment.</li></ul><p><strong>Travel: </strong></p><ul><li>This position is expected to be onsite. The position will be located within the Washington Metropolitan Area (WMA).   Local travel/POV will be on an as needed basis, within the local place of performance.</li></ul><br> <p><span style=\\\"font-size:16px\\\"><strong>Join J5 Consulting and Grow Your Cybersecurity Career</strong></span></p>\n\n<p>At J5, we’re a team of innovators protecting organizations from evolving cyber threats. With 18+ years of success in government and commercial sectors, we offer meaningful opportunities to grow your career.</p>\n\n<p>Enjoy comprehensive benefits, including:</p>\n\n<ul>\n\t<li>100% employer-paid health coverage</li>\n\t<li>a 6% 401(k) match</li>\n\t<li>PTO</li>\n\t<li>tuition reimbursement</li>\n\t<li>bonuses</li>\n\t<li>professional development, and more.</li>\n</ul>\n\n<p><strong>Ready to make an impact? Explore our open positions and apply today.</strong></p>",
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