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Momentum Engineering

Designs secure cloud-based data architectures

Data Scientist 3

Natural Language Processing & LLMsConfirmed live in the last 24 hours
Full-timeFort Meade, MD, USA$135k - $180k /yrIn-person

About the Job

Requirements

  • An active Top Secret/SCI clearance with Full Scope Polygraph is required.
  • A Master's degree with 6 years of relevant experience, a Bachelor's degree with 8 years of relevant experience, or an Associate's degree with 10 years of position-related, in-depth relevant experience is required.
  • Experience with Natural Language Processing techniques and tools is required.
  • Proficiency in Python and common Natural Language Processing and data science libraries, such as NLTK, spaCy, and scikit-learn, is required.
  • Experience processing text and speech data, including tokenization and annotation, is required.
  • Ability to evaluate model performance using quantitative metrics and comparison methods is required.
  • Strong analytical and problem-solving skills are required.

Responsibilities

  • Develop and implement Natural Language Processing models and algorithms to tokenize and process spoken and written language data.
  • Design and build automated annotation solutions for labeling language data, including parts-of-speech tagging and related linguistic features.
  • Evaluate and improve model performance by comparing outputs against human-generated annotations and refining algorithms accordingly.
  • Analyze large volumes of structured and unstructured language data to identify patterns and improve model accuracy.
  • Support development of training datasets and annotation frameworks to enhance model performance.
  • Collaborate with cross-functional teams to align Natural Language Processing solutions with mission and data requirements.
  • Perform data preprocessing, cleansing, and transformation to prepare datasets for modeling.
  • Document methodologies, model performance metrics, and findings to support repeatability and continuous improvement.
  • Stay current with advancements in Natural Language Processing, machine learning, and language modeling techniques.

Desired Qualifications

  • Experience working with annotated language datasets and linguistic frameworks.
  • Familiarity with machine learning or deep learning models for Natural Language Processing.
  • Experience with speech processing or audio data analysis.
  • Knowledge of model evaluation techniques and performance benchmarking.
  • Experience working in mission-driven or government environments.

About the Company

Momentum Engineering

Designs secure cloud-based data architectures

Momentum Engineering builds secure, cloud-based data engineering solutions that help clients run mission-critical analytics and improve software performance. Its offerings center on designing robust data architectures and data-driven engineering methodologies, implemented through DevOps and DevSecOps practices to ensure reliable, measurable performance. The company differentiates itself by focusing on secure architectures tailored to clients' needs, rigorous evaluation and validation of data-driven approaches, and a client-focused service model with collaborative culture and profit-sharing to attract top talent. The goal is to provide dependable data infrastructure and engineering processes that enable better analytics outcomes and software reliability for engineers, analysts, developers, and instructors.

Company size
11-50
Company stage
Not listed
Total funding
Not listed
Headquarters
Columbia, SC
Founded
2015

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