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NLP Data Scientist | Remote at Remote, Remote, USA
Email: [email protected]
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From:

Akash Mandal,

trooBell Technologies LLC.

[email protected]

Reply to: [email protected]

Hello,

Hope you are doing well,

We have an immediate opening for the below role, kindly please share best match profiles according to the role.

Role: NLP Data Scientist

Location: Remote

Duration: 6+ Months

Interview: Video/ Phone

Need LinkedIn profile link

Notes:

Must have Department of Homeland Security or USCIS public trust, and a masters degree.

Must be able to obtain and maintain a public trust security clearance

Job Description:

The client has been recognized by Inc. for 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 technologies such as Python, SAS, or R. 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 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:

Master's degree required, and PhD preferred in Statistics, Mathematics, Computer Science, or familiar

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 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 a cloud environment

Experience coordinating and maintaining user stories

Thanks, and Regards

Akash Mandal | Technical Recruiter

Landline: 678-212-9343

Email |
LinkedIn

trooBell Technologies LLC.

Address: 9420, River Lake Drive, Roswell, GA, 30075

Keywords: machine learning rlang Georgia
http://bit.ly/4ey8w48
https://jobs.nvoids.com/job_details.jsp?id=930258&uid=
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08:33 PM 12-Dec-23


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