Analytica

4 weeks ago

Data Scientist - NLP

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI

Last checked: 12 hours agoStatus: Live

Job Summary

Data Scientist specializing in NLP and transformer-based models to develop production-ready NLP solutions for federal clients. You will preprocess data, engineer features (TF-IDF, word2vec, GloVe, FastText), build/classify models (ML, NN, NLP), validate results, and visualize insights for public sector challenges in a fully remote role based in the DC metro area.

Location: Washington

Workplace: Remote

Employment Type: Full time

Job Function: Data Science & Machine Learning

Key Responsibilities

•Pre-process data: collect, clean, and prepare data for input into computational models using Python, including Stop Word removal, stemming, lemmatization, and tokenization.
•Feature engineering and attribute evaluation using NLP techniques (TF-IDF, word2vec, GloVe, FastText) to identify key determinants for modeling.
•Modeling: apply ML, supervised/unsupervised learning, regression, neural networks, and NLP methods to solve business problems.
•Validation: investigate, report, and justify model results.
•Visualization: present modeling results and explain insights and their business relevance to stakeholders.

Pay and Benefits

Perks:Health Insurance401k MatchRemote WorkAnnual BonusTraining Funds

Key Requirements

•Master's degree required, PhD preferred in Statistics, Mathematics, Computer Science, or similar
•4+ years of experience developing scalable NLP solutions using scikit-learn, Keras, TensorFlow, PyTorch
•Experience with transformer architectures to develop NLP models
•Experience with open source NLP packages such as Gensim, SpaCy, or NLTK
•Experience with AWS cloud services and tools (Bedrock, Textract) is a plus

Experience:4+ yearsPublic sectorFederal

Education:Master's

Skills:CommunicationProblem-solvingCollaboration

Languages:English

Tech Stack:PythonSASRScikit-learnKerasTensorFlowPyTorchSpark NLPGensimSpaCyNLTKBERTGPT-JRoBERTaT5GenAIPrompt EngineeringDatabricksMLFlowAzure translation

Eligibility

Nationality:US National

Work Authorization:Authorization required. Sponsorship not provided.

Security Clearance:Public Trust

Company Brief

Analytica

Analytica is a federal-focused consulting and technology services firm delivering data, analytics, AI, and IT modernization solutions to health, civilian, and national security agencies in the U.S.

Industry: Consulting

Company Size: Medium (51 to 250 employees)

Revenue: USD 25M to 50M

Growth: Established Company

Headquarters: Washington, United States

Founded: 2009

Glassdoor: 3.4

Website LinkedIn Glassdoor

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Analytica

4 weeks ago

Data Scientist - NLP

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI

Last checked: 12 hours agoStatus: Live

Job Summary

Location: Washington

Workplace: Remote

Employment Type: Full time

Job Function: Data Science & Machine Learning

Key Responsibilities

•Pre-process data: collect, clean, and prepare data for input into computational models using Python, including Stop Word removal, stemming, lemmatization, and tokenization.
•Feature engineering and attribute evaluation using NLP techniques (TF-IDF, word2vec, GloVe, FastText) to identify key determinants for modeling.
•Modeling: apply ML, supervised/unsupervised learning, regression, neural networks, and NLP methods to solve business problems.
•Validation: investigate, report, and justify model results.
•Visualization: present modeling results and explain insights and their business relevance to stakeholders.

Pay and Benefits

Perks:Health Insurance401k MatchRemote WorkAnnual BonusTraining Funds

Key Requirements

•Master's degree required, PhD preferred in Statistics, Mathematics, Computer Science, or similar
•4+ years of experience developing scalable NLP solutions using scikit-learn, Keras, TensorFlow, PyTorch
•Experience with transformer architectures to develop NLP models
•Experience with open source NLP packages such as Gensim, SpaCy, or NLTK
•Experience with AWS cloud services and tools (Bedrock, Textract) is a plus

Experience:4+ yearsPublic sectorFederal

Education:Master's

Skills:CommunicationProblem-solvingCollaboration

Languages:English

Tech Stack:PythonSASRScikit-learnKerasTensorFlowPyTorchSpark NLPGensimSpaCyNLTKBERTGPT-JRoBERTaT5GenAIPrompt EngineeringDatabricksMLFlowAzure translation

Eligibility

Nationality:US National

Work Authorization:Authorization required. Sponsorship not provided.

Security Clearance:Public Trust

Company Brief

Analytica

Analytica is a federal-focused consulting and technology services firm delivering data, analytics, AI, and IT modernization solutions to health, civilian, and national security agencies in the U.S.

Industry: Consulting

Company Size: Medium (51 to 250 employees)

Revenue: USD 25M to 50M

Growth: Established Company

Headquarters: Washington, United States

Founded: 2009

Glassdoor: 3.4

Website LinkedIn Glassdoor