data scientist McLean, VA
Job description
20230714-2174-02
Active Top Secret Clearance with Poly Required
Salary Range: Up to $205K **salary is commensurate with education and experience**
Job Summary
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.
Responsibilities and Duties
Work closely with the Sponsor’s data scientists and technical team to implement requirements; however, the Sponsor’s GTM will manage the priorities.
- 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 Sponsor data, including text data.
- Design and implement advanced ETL code and table configurations for complex data sets.
- Use Structured Query Language (SQL) in Sponsor’s 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 using the Sponsor’s templates.
- Stay current with the Sponsor’s enterprise metadata collection tools.
- Implement the Sponsor’s existing coordination process.
- Provide technical education to staff on an ad-hoc basis.
- Provide subject matter expertise in NLP to support Sponsor’s initiatives
Experience Needed:
- Citizenship: Must Be a US Citizen
- Existing Clearance Required: Active Top Secret SCI with Poly
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
Other skills and demonstrated experiences that are highly desired but not required to perform the work include:
- 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.
Health Benefits
Work/Life Balance
Financial Opportunities
Medical, Dental, Vision, Health Savings Account and more.
Paid Time Off, Holidays, Social Events, Employee Assistance Program and Team Building
401K, Tuition Assistance, Annual and Referral Bonuses
Main Number: 1-888-663-2690 | [email protected] | www.dezign-concepts.com
Dezign Concepts provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.
This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training.
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