Data Scientist – NLP

🕒 2 days ago

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Analytica

WebsiteLinkedInAll Job Openings

51 - 200 employees

🏥 Healthcare

📦 Logistics

📣 Marketing

Healthcare • Logistics • Marketing

Analytica is a rapidly growing SBA-Certified 8(a) Small Business that specializes in providing advanced analytics, digital transformation, and enterprise data management services primarily to federal agencies. The company focuses on simplifying complex data to enable its clients to make informed decisions, thereby driving success in their missions and citizen services. With a strong emphasis on management consulting and federal technology training, Analytica employs a data-driven approach to enhance the capabilities of government IT systems and organizations. The company is renowned for its collaborative culture and commitment to employee development, ensuring quality service delivery. Analytica is recognized for its support in public sector innovation and adheres to industry standards like Agile, SAFe, and CMMI. Their mission is to assist the government in utilizing digital tools and data analytics to improve service delivery to citizens.

📋 Description

• Collect, clean, and prepare datasets for computational models using Python • Apply NLP preprocessing methods including stop word removal, stemming, lemmatization, and tokenization • Perform NLP feature engineering and attribute evaluation using TF-IDF, word2vec, GloVe, and FastText • Select classification and other modeling techniques for business problems • Apply supervised and unsupervised machine learning, regression, neural networks, deep learning, and NLP techniques • Investigate, report, and justify model results • Present modeling results and insights and explain their relevance to organizational business challenges • Support long-term federal client engagement projects in the DC Metro area • Coordinate and maintain user stories

🎯 Requirements

• Master's degree required in Statistics, Mathematics, Computer Science, or similar • At least four years of experience developing scalable, production-ready NLP solutions • High degree of experience using SAS, R, or Python for NLP use cases • Experience with scikit-learn, Keras, TensorFlow, PyTorch, or Spark NLP • Experience using Git/GitHub for source-code version control • Experience leveraging transformer architecture to develop NLP models • Experience with open-source NLP packages such as Gensim, spaCy, or NLTK • Experience with BERT, GPT-J, RoBERTa, T5, or other transformers • Experience working in an AWS cloud environment and with services such as Bedrock and Textract • Experience coordinating and maintaining user stories • Must be a U.S. citizen • Must be able to obtain and maintain a Public Trust security clearance • PhD in Statistics, Mathematics, Computer Science, or similar preferred • Experience with GenAI and prompt engineering is a plus • Experience with Databricks and MLflow is a plus • Experience with machine translation and transcription of foreign-language documents using Microsoft Azure translation services is a plus

🏖️ Benefits

• Opportunities for bonuses • Employer-paid health care • Training and development funds • 401(k) match