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Data Scientist

Hunter International Collegeville, PA

  • Posted: 17 days ago
  • Full-Time
Job Description
Data Scientist 
Collegeville, PA
70-100/hr. 
 
We are looking  for a Data Scientist/ML Engineer with NLP Focus to join the Intelligent Solutions Team to scale  and help us improve our NLP products and create new efficient self-learning NLP applications and products. 
 
Data Scientist Responsibilities 
  • Understand business problems and objectives and develop strategy, roadmap to pilot and build NLP based software products that help to achieve business goals for business clients
  • Lead the development of scalable NLP and machine learning pipelines to deliver stable and efficient production-ready components and solutions
  • Develop and productionize real-world AI/ML applications such as prediction, recommendation, computer vision, NLP, sentiment, knowledge and content intelligence, etc.
  • Provide active hands-on guidance and leadership through the entire lifecycle of Machine learning development projects, including but not limited to: Classification, Document Summarization, Topic Modelling, Dialog Systems, Sentiment Analysis, OCR text processing
 
Data Scientist Qualifications 
  • Degree in Data Science, Computer Science, Informatics, life sciences, physics, applied mathematics, statistics or related field
  • 5 years as a data scientist, Machine Learning or NLP engineer
  • 5 years working with different types of enterprise and real world data sets – structured, semi-structured and unstructured data
  • 3 years building ML/NLP based web or mobile applications
  • Strong understand of Software Engineering and Development Life Cycle principles
  • Good written and verbal communication skills
  • Experience in setting up supervised & unsupervised learning Client/NLP models including data cleaning, data analytics, feature creation, model selection & ensemble methods, performance metrics & visualization
  • At least 5 years' experience building Machine Learning & NLP solutions over open source platforms such as SciKit-Learn,Tensorflow, SparkML, Torch, Caffe, H2O
  • Excellent knowledge and demonstrable experience in using open source NLP packages such as NLTK, Word2Vec, SpaCy, Gensim, Standford CoreNLP.
  • At least 2 years' experience in designing and developing enterprise-scale NLP solutions in Agile context
  • Experience building production-ready NLP systems, from preprocessing and normalization to monitoring model drift in a production environment, ideally using NLP libraries and technologies including Spacy, PyTorch & Deep Learning models
  • Proficiency in leveraging cloud-based machine learning resources such as those from Amazon Web Services or Google Cloud for model training and productization
  • Experience with SoTA modeling techniques, such as transformers (e.g., BERT, GPT-_N_)
  • Experience taking an NLP project from concept to production
  • Experience in building, testing, and deploying computer vision based solutions
  • Experience with implementation of solutions with DevOps tools within the CI/CD pipeline (eg. Docker, Kubernetes)

Hunter International

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Collegeville, PA
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