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Natural Language Processing Research Assistant Jobs in Virginia

Jobtailor

Data Scientist

Arlington, VA · On-site

Research, design, and develop visualization solutions for investigative and audit products Design ... Natural Language Processing * Robotic Process Automation * Statistical Methods * Data Mining

Inova Primary Care

Research Assistant

Fairfax, VA · On-site

$19.75 - $27/hr

We are looking for dedicated Research Assistant in the Fairfax and Ashburn area to work in children ... Assists in baseline study enrollment, specimen collection/processing and follow-up visits.

Virginia Tech

Research Assistant

Blacksburg, VA · On-site

$18/hr

Research Assistant Apply now Back to search results Job no: 534078 Work type: Hourly Wage/Part-Time ... primary language Must have U.S. citizenship (cannot support or sponsor working visas) Must have ...

Inova

Research Assistant

Fairfax, VA · On-site

$21.49 - $35.03/hr

We are looking for dedicated Research Assistant in the Fairfax and Ashburn area to work in children ... Assists in baseline study enrollment, specimen collection/processing and follow-up visits.

Integral Federal, Inc.

Data Scientist

Mclean, VA · On-site

... Research (ONR) Comptroller's Office Data and Analytics (D&A) Division architecture ... Natural Language Processing (NLP) to analyze unstructured text and the integration of AI/ML ...

SAIC

Data Scientist

Mclean, VA · On-site

$200K - $240K/yr

Conduct sophisticated analysis using deployed tools and natural language processing (NLP ... Analyzed information and provide research findings in a manner that is easily grasped by the ...

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Natural Language Processing Research Assistant information

What does a natural language processing research assistant do?

A Natural Language Processing (NLP) Research Assistant supports research projects focused on enabling computers to understand, interpret, and generate human language. Their tasks often include collecting and preprocessing linguistic data, running experiments with machine learning models, and assisting in the analysis and interpretation of results. They may also contribute to writing research papers, literature reviews, and implementing prototype solutions. This role typically requires knowledge of programming, linguistics, and machine learning concepts.

What are the key skills and qualifications needed to thrive as a natural language processing research assistant, and why are they important?

To thrive as a Natural Language Processing (NLP) Research Assistant, you need a strong background in computer science, linguistics, and mathematics, often supported by a relevant degree or coursework. Familiarity with machine learning frameworks (such as TensorFlow or PyTorch), programming languages like Python, and NLP libraries (like NLTK or spaCy) is essential. Analytical thinking, attention to detail, and effective communication are important soft skills in this role. These skills enable you to contribute to cutting-edge language models and research projects, ensuring accuracy and innovation in NLP solutions.

What are some typical challenges faced by a natural language processing research assistant when working with large datasets?

As a Natural Language Processing (NLP) Research Assistant, you may encounter challenges such as cleaning and preprocessing vast amounts of unstructured text, dealing with noisy or imbalanced data, and ensuring data privacy. Handling computational limitations and optimizing models for efficiency are also common hurdles, especially when training deep learning models on large corpora. Collaborating closely with data engineers and senior researchers is essential to overcome these obstacles and to ensure that data pipelines and experimental results are robust and reproducible.

What is the difference between Natural Language Processing Research Assistant vs Data Scientist?

AspectNatural Language Processing Research AssistantData Scientist
Required CredentialsTypically a master's or PhD in computer science, linguistics, or related fieldsOften a bachelor's or master's in data science, statistics, or related areas; advanced degrees preferred
Work EnvironmentAcademic or research labs, tech companies focusing on NLP projectsBusiness, tech companies, or consulting firms analyzing large datasets
Employer & Industry UsageResearch institutions, universities, AI companiesTech firms, finance, healthcare, marketing

While both roles involve data analysis and programming, Natural Language Processing Research Assistants focus on developing NLP models and conducting research, often in academic settings. Data Scientists analyze diverse datasets to derive insights and support business decisions. The roles overlap in technical skills but differ in their primary objectives and work environments.

What cities in Virginia are hiring for Natural Language Processing Research Assistant jobs?

Cities in Virginia with the most Natural Language Processing Research Assistant job openings:

Infographic showing various Natural Language Processing Research Assistant job openings in Virginia as of August 2026, with employment types broken down into 70% Full Time, 16% Part Time, and 14% Contract. Highlights an 86% In-person, and 14% Remote job distribution.

Staff Data Engineer (TS/SCI with Full Scope Polygraph) {S}

Herndon, VA • On-site, Remote

The Stratagem Group
Guided Missile and Space Vehicle Manufacturing • 11 - 50 employees
Learn more about The Stratagem Groupexternal

$117K - $141K/yr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Re-posted 19 days ago

Job description

ARKA Group L.P. ("ARKA") is an advanced technologies company serving the U.S. military, intelligence community, and commercial space industry delivering next-generation solutions to support the national security space enterprise. Built on more than six decades of excellence, ARKA brings modern approaches and a culture of innovation to the challenges of today.
Join the ARKA team to learn how Beyond Begins Here. Discover your next career opportunity now!
Position Overview:
We are looking for a Staff Data Engineer/Scientist looking for new challenging problems. You will support the development of AI/ML algorithms in a multitude of disciplines from large language models, natural language processing, and time-series predictive analytics. Additionally, we have a team of excellent researchers and software developers who are eager to mentor and teach their craft. We have multiple positions available and welcome all experience levels!
We offer generous relocation benefits for eligible candidates.
In support of work/life balance, many positions are available for a flexible schedule within the pay period. Ask us about the opportunity for flex scheduling if that's of interest to you.
Responsibilities:
Lead and mentor an interdisciplinary team consisting of both developers and researchers. The team's core focus is the implementation of ETL pipelines to support a variety of AI/ML and LLM solutions, which in turn address a broad range of customer challenges.
  • Assembles large, complex sets of data to support AI/ML algorithm implementation
  • Builds required infrastructure for optimal extraction, transformation and loading of data from various data sources
  • Curate and maintain data that is stored in support of metrics and evaluation
  • Implement Artificial Intelligence/Machine Learning algorithms
  • Identifies, designs, and implements internal process improvements including re-designing infrastructure for greater scalability, optimizing data delivery, and automating manual processes
  • Using Agile methodologies to develop software.

Required Qualifications:
  • B.S. in data science, AI/ML, computer science, or related field
  • Minimum six (6) years of relevant experience as a Data Engineer/Scientist.
  • Experience developing data pipelines and normalizing data with canonical Python packages (e.g. NumPy, Pandas, Polars)
  • Experience contributing on a team using version control (e.g. git, GitLab, Bitbucket)
  • Active TS/SCI U.S. Government Security Clearance with a recent Full-Scope Polygraph (FSP)

Preferred Qualifications:
  • M.S. or PhD in data science, AI/ML, computer science, or related field
  • Experience with Gitlab, DevSecOps utilizing test-driven development, containers, (e.g. Docker, Docker Compose), cloud services (e.g. AWS), tools for distributed computing (e.g. Spark, Pyspark)
  • Experience leading an interdisciplinary team of researchers and software developers
  • Experience with any of the following:
    • Large Language Models and experience identifying ways to incorporate them into new domains and applications
    • Applying Transformer-based architectures to domains in other areas outside of Natural Language Processing (NLP) such as computer vision
    • Natural Language Processing algorithms such as BERT
    • Reinforcement learning and familiarity with Gymnasium Gym, OpenEnv, TorchRL, RLlib, and Stable Baselines
    • Applying clustering algorithms and/or deep neural networks to real life problems
    • Implementing tracking and pattern-of-life algorithms
  • Experience with GenAI Ops techniques (e.g. LLM-as-a-judge) and frameworks (e.g. LangFuse, MLFlow, Arize Phoenix)
  • Experience with Machine Learning libraries and frameworks such as HuggingFace and LangChain
  • Experience with Linux
  • Familiarity with using AWS cloud computing resources such as EC2, S3, Lambda, Bedrock, etc.
  • Experience with any of the following additional languages: Java, C++, Rust, Go, and/or C#
  • Experience implementing algorithms on the GPU in Python or C++ using CUDA and other CUDA libraries
  • Experience in application deployment, virtualization, and containerization (e.g. Podman, Docker, Kubernetes, Rancher)
  • Experience shaping and writing proposals

Location: Herndon, VA
Herndon offers a charming blend of small-town ambiance and modern conveniences. In historic Herndon you'll find small town charm while maintaining all the amenities of big city life. The area has beloved farms to explore, historic sites, festivals, local parks, breweries, and some of the best restaurants in the area. Its proximity to Dulles International Airport and the Herndon Metrorail Station provides easy travel to over 400 shops and restaurants in the malls of Tysons or stay on the train and see the monuments and memorials of Washington, DC. Overall, Herndon provides a perfect mix of small-town charm, and big-city amenities complimented with many family local attractions, events, music, restaurants and a great lifestyle!
What We Offer:
  • Comprehensive medical/vision/dental insurance packages
  • Company contributions to qualified HSA accounts
  • 401k retirement plan with industry leading company contributions
  • 3 weeks of vacation accrual per year plus time off for sick leave and unscheduled life events
  • 13 paid holidays
  • Upfront tuition assistance for approved degree programs
  • Annual bonus program based on company and employee performance
  • Company paid life insurance, AD&D, Short-Term and Long-Term disability insurance
  • 4 weeks paid Parental Leave
  • Employee assistance program (EAP)

EHS/Environmental Requirements:
This job operates in a professional office environment. While performing the duties of this job, the employee routinely is required to use hands to keyboard, communicate, listen to, and interpret instructions and remain stationary for extended periods of the time. This would require the ability to move around the campus and occasionally move/lift items weighing up to 25 lbs. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions of the job.
Applicants are invited to apply for a reasonable accommodation to perform the essential duties of the job. To apply, send a request to staffing@arka.org or contact 203-797-5000 and press 2 for Human Resources.
ITC & Security Clearance Requirements:
This position requires an active TS/SCI U.S. Government Security Clearance with a recent Full-Scope Polygraph (FSP).
Visa Restrictions:
No visa sponsorship is available for this position.
Pre-employment Screenings:
Employment with any ARKA companies in the U.S. is contingent upon satisfactory completion of several pre-employment requirements to include a credit check, background check, and drug screen.
Equal Opportunity Employer/Protected Veterans/Individuals with Disabilities
This employer is required to notify all applicants of their rights pursuant to federal employment laws. For further information, please review the Know Your Rights notice from the Department of Labor.

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