Company Name : ManpowerGroup Middle East

Senior NLP Data Scientist

bayt.com

Job Details

Job Location
Riyadh Saudi Arabia
Company Industry
Recruitment & Employee Placement Agency
Company Type
Employer (Private Sector)
Job Role
Information Technology
Employment Type
Full Time Employee
Monthly Salary Range
Unspecified
Number of Vacancies
1

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About Us

ManpowerGroup was first established in Wisconsin in 1948 and has grown to become a world leader in the employment services industry; creating and delivering services that enable its clients to win in the changing world of work. Manpower has 4,500 offices worldwide in 80 countries and territories and put over a million people into work every day. We offer clients a range of services for the entire employment and business cycle including permanent, temporary and contract recruitment; employee assessment and selection; training; outplacement; outsourcing and consulting.

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We are looking for a senior NLP Data Scientist that will be responsible for the design and development of multiple Machine learning products with a focus on NLP.

RESPONSIBILITIES

  • Design experiments, test hypotheses and build machine/deep learning models to be deployed in a real-time environment, consuming text data.
  • Define the data requirement to build a machine/deep learning model as well as the annotation process needed
  • compile advanced analytical report on given data, which includes producing graphs of interesting patterns and writing insights on them.
  • Up to date on the field by reading papers and following big impact research institutes.
  • Lead projects and guide and mentor junior ML engineers

Skills

It is expected that the candidate has a minimum 3 years of practical experience as a Data Scientist with an in-depth know-how of NLP. Also a demonstrated ability to mentor junior Data Scientist is necessary.

  • EDUCATION & EXPERIENCEA higher education degree in a Computer Science, Software Engineering or other Data Science related field.
  • A minimum of 3 years of working experience as a Data Scientist or Machine learning Engineer
  • A strong programming skill with a deep understanding of object-oriented programming
  • Strong experience in text representations such as Bag or Words, Word Embeddings and Language model text representation.
  • Strong experience in designing and building predictive models on NLP problems, using classical machine learning as well as modern neural network approaches.
  • Working with other technical teams to best use predictive models in a production environment.
  • Strong ability in communication and collecting requirements from the customer.
  • Write clean documented code as well as documenting ML models and performances
  • Experience in analyzing data quickly and communicating results as a report
  • Leadership and communication skills.

  • Technical experiencePython
  • Pandas, Numpy, and Scikit-learn, NLTK, Spacy
  • Tensorflow, Pytorch, Keras, Transformers
  • Regex, Debuging,
  • SQL
  • Object-oriented design, Software Engineering

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