Company:
Dice
Location: Washington
Closing Date: 25/10/2024
Salary: £150 - £200 Per Annum
Hours: Full Time
Type: Permanent
Job Requirements / Description
NLP Data Scientist
Job Description
Responsibilities:
- Build end-to-end solutions that identify sentiment, intent, and other features from unstructured text data, particularly from chat and call transcripts. Design NLP architecture for bots and automation applications.
- Find and implement the right algorithms and tools for NLP applications.
- Train, test, and deploy models in the cloud (AWS/Azure/Google Cloud Platform).
- Basic logical pseudo code writing. Build models related to text, image, and audio for a variety of problems.
- Work with the engineering team to deploy models in production and validate the models.
Required Skills:
- Experience in the design, building, and deployment of NLP models in the industry. Proficient in Python and SQL.
- Experience in NLP tools like Hugging Face, Gensim, spaCy, Stanford NLP, and BERT/ELMO.
- Understanding of NLP techniques for text representation, semantic extraction techniques, data structures, and modeling.
- Deep understanding of text representation techniques (such as n-grams, bag of words, sentiment analysis, etc.), statistics, and classification algorithms.
- Experience in NLP, NLU, NLG is a big plus. Hands-on with deep learning frameworks like Keras, Pytorch, and TensorFlow.
- Knowledge of Python packages and tools, particularly those developed for NLP techniques. Experience with text, image analytics, NLP, entity extraction, and text mining algorithms.
- Must be a proficient Python programmer.
Experience:
- PhD or Master's degree in Computer Science, Computational Linguistics, or a related field.
- Strong background in natural language processing.
- Experience with machine learning techniques.
- Proficiency in programming languages such as Python or Java.
- Familiarity with NLP libraries and frameworks (e.g., NLTK, SpaCy, TensorFlow).
- Understanding of linguistic concepts.
- Experience with deep learning models (e.g., RNNs, Transformers).
- 8+ years of work experience as a Data Scientist.
- 4 years of work experience in Natural Language Processing.
Desired Candidate Profile:
- Immediate joining.
- Excellent English communication and presentation skills, both verbal and written.
- Charismatic, competitive, and enthusiastic personality with negotiation skills.
- Excellent interpersonal and customer-facing skills.
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