Data Scientist NLP

Washington, AR - USA

Monthly Salary: Not Disclosed

Posted on: 30+ days ago

Vacancies: 1 Vacancy

The job posting is outdated and position may be filled

Job Summary

Analytica is seeking a Data Scientistto support long term federal client engagements projects in the DC Metro area. The role will apply statistical programming modeling visualization techniques data mining and forecasting skills to analyze challenging public sector problems.

This position is fully remote.

Analytica has been recognized by 3 consecutive years as one of the 250 fastest growing business. We offer competitive compensation with opportunities for bonuses employer paid health care training and development funds and 401k match.

Responsibilities include:

Pre-processing - Demonstrate the skills and experience to collect clean and prepare data sets for input into a computational model using Python. Strong candidates will explain various methods you have applied using common pre-processing functions such as stop word removal stemming lemmatization and tokenization.
Feature Engineering and Attribute Evaluation - Candidate must demonstrate experience with NLP feature engineering methods such as TF-IDF word2vec GloVe and FastText identifying the key determinants for modeling that exist in the business process and within existing data sets as well as selecting evaluation protocols (model techniques).
Modeling - Candidates will have practiced skills and experience selecting classification modeling techniques to fit the business problem. Examples will include techniques such as machine learning (ML) supervised and unsupervised learning regression neural networks and deep learning natural language processing etc.
Validation - Strong candidates will describe their experience with investigating reporting and justifying model results.

Visualization- Experience in presenting the results of their modeling activities depicting the insights realized and explaining the relevance of their results to the organizations business challenges.

Qualifications:

Masters degree required and PhD preferred in Statistics Mathematics Computer Science or similar
High degree of experience utilizing SAS R or Python to support NLP use cases such as Document Summarization Named Entity Recognition Sentiment Analysis and/or Topic Modeling
At least four years of experience developing scalable production-ready NLP solutions using sci-kit learn Keras TensorFlow PyTorch Spark NLP.
Experience using git/github to version control source code
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 with GenAI and Prompt Engineering is a plus
Experience in Databricks and MLFlow is a plus
Experience with machine translation and transcription of foreign language documents using Microsoft Azure translation services is a plus
Experience working in an AWS cloud environment and with related AWS services such as Bedrock and Textract
Experience coordinating and maintaining user stories
Must be a US citizen
Must be able to obtain and maintain a Public trust security clearance

AboutANALYTICA:Analytica is a leading consulting and information technology solutions provider to public sector organizations supporting health civilian and national security missions. Founded in 2009 and headquartered in Bethesda MD the company is an established SBA small businessthat hasbeen recognized byInc. Magazineeach of the past three years as one of the 250 fastest-growingcompanies in theU.S. Analytica specializes in providing software and systems engineering information management analytics & visualization agile project management and management consulting companyis appraised by theSoftware Engineering Institute (SEI) at CMMI Maturity Level 3and is an ISO 9001:2008 certifiedprovider.

Analytica LLC is an Equal Opportunity Employer. We are committed to providing equal employment opportunities to all individuals regardless of race color religion sex sexual orientation gender identity national origin age disability or any other characteristic protected by applicable federal state or local law. As a federal contractor we comply with the Vietnam Era Veterans Readjustment Assistance Act (VEVRAA) and take affirmative action to employ and advance in employment qualified protected veterans.

We ensure that all employment decisions are based on merit qualifications and business needs. We prohibit discrimination and harassment of any kind. Analytica LLC also provides reasonable accommodations to applicants and employees with disabilities in accordance with applicable laws

When receiving email communication from Analytica please ensure that the email domain is to verify its authenticity.

Required Experience:

Senior IC

Analytica is seeking a Data Scientistto support long term federal client engagements projects in the DC Metro area. The role will apply statistical programming modeling visualization techniques data mining and forecasting skills to analyze challenging public sector problems. This position is fully r...

Pre-processing - Demonstrate the skills and experience to collect clean and prepare data sets for input into a computational model using Python. Strong candidates will explain various methods you have applied using common pre-processing functions such as stop word removal stemming lemmatization and tokenization.
Feature Engineering and Attribute Evaluation - Candidate must demonstrate experience with NLP feature engineering methods such as TF-IDF word2vec GloVe and FastText identifying the key determinants for modeling that exist in the business process and within existing data sets as well as selecting evaluation protocols (model techniques).
Modeling - Candidates will have practiced skills and experience selecting classification modeling techniques to fit the business problem. Examples will include techniques such as machine learning (ML) supervised and unsupervised learning regression neural networks and deep learning natural language processing etc.
Validation - Strong candidates will describe their experience with investigating reporting and justifying model results.

Visualization- Experience in presenting the results of their modeling activities depicting the insights realized and explaining the relevance of their results to the organizations business challenges.

Qualifications:

Masters degree required and PhD preferred in Statistics Mathematics Computer Science or similar
High degree of experience utilizing SAS R or Python to support NLP use cases such as Document Summarization Named Entity Recognition Sentiment Analysis and/or Topic Modeling
At least four years of experience developing scalable production-ready NLP solutions using sci-kit learn Keras TensorFlow PyTorch Spark NLP.
Experience using git/github to version control source code
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 with GenAI and Prompt Engineering is a plus
Experience in Databricks and MLFlow is a plus
Experience with machine translation and transcription of foreign language documents using Microsoft Azure translation services is a plus
Experience working in an AWS cloud environment and with related AWS services such as Bedrock and Textract
Experience coordinating and maintaining user stories
Must be a US citizen
Must be able to obtain and maintain a Public trust security clearance