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Job Description
Senior Data Scientist Job Description:
We aim to get a professional senior Data Scientist in AIDM to design and develop Machine Learning (ML) models in different domains and using wide-variety types of datasets; and to lead other data scientists in different projects. The Senior Data scientist will use mainly Deep Learning techniques (and other ML techniques) to solve different problems in Natural Language Processing (NLP) for Arabic language and other languages. In addition, he/she will develop models for different AI domains (Speech, text, images) using different formats of discrete and continuous data. Also, the senior data scientist will improve and optimize existing models in terms of accuracy, time-performance and adding more features.
Senior Data Scientist Responsibilities:
- Conduct research and development activities, data exploration and discovery using Data Science and Machine Learning (ML) practices.
- Develop, apply, test and implement Data Science and ML models for a wide variety of datasets gathered from different data sources such as social media, banking, and web sources.
- Design and develop ML models in different domains and applications, which include, but not limited to, NLP, text mining, text-based feature selection/representation (e.g. Word2vec, Bert, Glove, fasttext..etc), optimization and predictive modeling.
- Utilize a variety of tools and approaches to solve complex business objectives, from Natural Language Processing (NLP), Machine Learning/ Deep Learning, Image Processing, Speech Processing, Rule-Based Learning and Knowledge Graphs.
- Design new service offerings and solutions in NLP and different ML fields.
- Develop efficient functions to collect, cleanse and transform raw data sources into powerful, reliable components,
- Keep up to date with latest trends and technologies in the data science and ML fields.
- Work closely with business analysts and clients to understand and implement their requirements.
- Work closely with big data and software developers to translate ideas, models and prototypes into full-fledged solutions.
- Work closely with cross-functional teams to identify challenges and problems and suggest potential AI solutions.
- Lead data scientists in different projects and ensure project delivery as per timeline.
Job Requirements
Senior Data Scientist Qualifications:
- Master or bachelor’s degree in Computer Science, Computer Engineering, Statistics, Mathematics, or any other relevant field.
- A minimum 5-8 years of work experience in a similar role
- Experience in project management and team leadership
- Experience in ML applications and domains (NLP experience is preferred)
- Experience in ML techniques (regression and classification) and Ensemble methods
- Experience in Deep Learning algorithms and techniques.
- Proficiency in Python (other languages such as Shell Scripts, C++, .Net, Java, Matlab,R,...etc are preferred).
- Experience in Python libraries (Tensorflow, Keras, Pandas, Sklearn)
- Excellent in Algorithms and Object-Oriented programming
- Excellent skills in leading teams
- Strong organizational and project management skills.
- Good problem-solving skills.
- Familiarity with database technology (design and implementation) and query language.