NLP Data Scientist at Uniccon Group

Job Overview

Location
Lagos, FCT
Job Type
Full Time
Date Posted
1 year ago

Additional Details

Job ID
95248
Job Views
116

Job Description



Responsibilities:



  • Data Handling: Collect, preprocess, and manage large datasets. Perform data cleaning, annotation, and augmentation tsupport model training and evaluation.

  • Performance Monitoring: Monitor and analyze model performance in real-world scenarios. Identify issues, troubleshoot problems, and implement improvements as needed.

  • Collaboration: Work closely with other data engineers, machine learning engineers and domain experts tunderstand project requirements and deliver effective solutions. Communicate findings and results clearly tstakeholders.

  • Research and Innovation: Stay current with the latest research and advancements in NLP and machine learning. Conduct experiments and explore new techniques tadvance our capabilities.


Qualifications



  • Education: Bachelor’s degree in Computer Science, Data Science, Mathematics, Statistics, or a related field. A master’s degree or higher is preferred.


Technical Skills:



  • Proficiency in Python and understanding in Pytorch is preferred.

  • Strong understanding of NLP concepts and techniques, including tokenization, named entity recognition, and dependency parsing.

  • Experience with NLP models and architectures such as Transformer, BERT, Tacotron2, Wave Glow, etc.

  • Proficiency in data handling, data preprocessing, and data annotation, web scraping. (Required)

  • Familiarity with evaluation metrics such as BLEU, ROUGE, WER, and MOS.


Experience:



  • Proven experience in data handling, preprocessing and annotation of datasets.

  • Demonstrated project experience in speech synthesis, speech recognition, or machine translation.


Soft Skills:



  • Strong problem-solving skills and attention tdetail.

  • Excellent communication and collaboration skills.

  • Ability twork effectively in a team environment and adapt tnew technologies.


Preferred Qualifications:



  • Experience with real-world applications of NLP and integration intproduction systems.


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