Data Scientist

Summary

J5 Consulting is a Maryland based company established in 2006 to provide computing and consulting services for government and commercial entities. They are seeking a Data Scientist to support senior organizational leaders with data-driven business analysis, specializing in natural language processing and data preparation. The role involves transforming structured and unstructured data into analytic insights to aid decision-making related to production, resources, and personnel.

Responsibilities

• 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
• Demonstrated professional or academic experience using Python NLP packages such as Spacy, Gensim, or NLTK to analyze or process collections of documents
• Demonstrated professional or academic experience with deep learning frameworks such as PyTorch, Tensorflow, or Keras
• Demonstrated professional or academic experience with the HuggingFace Transformers library and hub
• 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
• Demonstrated academic or professional experience using encoder-decoder and generative language models to perform NLP tasks
• Demonstrated academic or professional experience communicating methodological choices and model results
• Demonstrated professional or academic experience and proficiency with SQL to include using common table expressions, set operations, aggregated functions and nested subqueries
• Demonstrated professional or academic experience with version control systems such as Github and Jenkins
• Demonstrated experience leveraging GPUs for accelerated computing
• Develop practical approaches for measuring performance
• Assist in developing types of measure, the collection of data, analyzing the data, and presenting that data to senior leadership
• Conduct advanced statistical analysis on personnel, intelligence, and performance metrics
• Assist in selection or development of appropriate methodology to conduct research
• Analyze information and provide research findings in a manner that is easily grasped by the customer and consumers
• Demonstrated experience writing Python scripts that pull data from web-based APIs and relational databases
• Demonstrated experience with cloud computing development and architecture
• Demonstrated experience with front-end web development frameworks such as Flask
• Demonstrated experience developing applications for semantic search
• Demonstrated experience tuning LLMs on custom data sets and applying results to specific use cases
• Demonstrated professional or academic experience and proficiency with Tableau to produce visualizations and dashboards

Skills

• 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
• Demonstrated professional or academic experience using Python NLP packages such as Spacy, Gensim, or NLTK to analyze or process collections of documents
• Demonstrated professional or academic experience with deep learning frameworks such as PyTorch, Tensorflow, or Keras
• Demonstrated professional or academic experience with the HuggingFace Transformers library and hub
• 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
• Demonstrated academic or professional experience using encoder-decoder and generative language models to perform NLP tasks
• Demonstrated academic or professional experience communicating methodological choices and model results
• Demonstrated professional or academic experience and proficiency with SQL to include using common table expressions, set operations, aggregated functions and nested subqueries
• Demonstrated professional or academic experience with version control systems such as Github and Jenkins
• Demonstrated experience leveraging GPUs for accelerated computing
• Develop practical approaches for measuring performance
• Assist in developing types of measure, the collection of data, analyzing the data, and presenting that data to senior leadership
• Conduct advanced statistical analysis on personnel, intelligence, and performance metrics
• Assist in selection or development of appropriate methodology to conduct research
• Analyze information and provide research findings in a manner that is easily grasped by the customer and consumers
• This position requires US Citizenship. Verification of US Citizenship to meet federal government security requirements will be confirmed
• The successful candidate must have an active U.S. Government Top Secret Security Clearance with a Full Scope Polygraph
• 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
• 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
• Demonstrated experience writing Python scripts that pull data from web-based APIs and relational databases
• Demonstrated experience with cloud computing development and architecture
• Demonstrated experience with front-end web development frameworks such as Flask
• Demonstrated experience developing applications for semantic search
• Demonstrated experience tuning LLMs on custom data sets and applying results to specific use cases
• Demonstrated professional or academic experience and proficiency with Tableau to produce visualizations and dashboards

Qualifications

Must Haves

• 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
• Demonstrated professional or academic experience using Python NLP packages such as Spacy, Gensim, or NLTK to analyze or process collections of documents
• Demonstrated professional or academic experience with deep learning frameworks such as PyTorch, Tensorflow, or Keras
• Demonstrated professional or academic experience with the HuggingFace Transformers library and hub
• 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
• Demonstrated academic or professional experience using encoder-decoder and generative language models to perform NLP tasks
• Demonstrated academic or professional experience communicating methodological choices and model results
• Demonstrated professional or academic experience and proficiency with SQL to include using common table expressions, set operations, aggregated functions and nested subqueries
• Demonstrated professional or academic experience with version control systems such as Github and Jenkins
• Demonstrated experience leveraging GPUs for accelerated computing
• Develop practical approaches for measuring performance
• Assist in developing types of measure, the collection of data, analyzing the data, and presenting that data to senior leadership
• Conduct advanced statistical analysis on personnel, intelligence, and performance metrics
• Assist in selection or development of appropriate methodology to conduct research
• Analyze information and provide research findings in a manner that is easily grasped by the customer and consumers
• This position requires US Citizenship. Verification of US Citizenship to meet federal government security requirements will be confirmed
• The successful candidate must have an active U.S. Government Top Secret Security Clearance with a Full Scope Polygraph
• 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
• 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

Nice to Haves

• Demonstrated experience writing Python scripts that pull data from web-based APIs and relational databases
• Demonstrated experience with cloud computing development and architecture
• Demonstrated experience with front-end web development frameworks such as Flask
• Demonstrated experience developing applications for semantic search
• Demonstrated experience tuning LLMs on custom data sets and applying results to specific use cases
• Demonstrated professional or academic experience and proficiency with Tableau to produce visualizations and dashboards

Benefits

• 100% employer-paid health coverage
• A 6% 401(k) match
• PTO
• Tuition reimbursement
• Bonuses
• Professional development