استخدام Data Scientist
شرح موقعیت شغلی
Responsibilities:
* Identify valuable data sources and automate collection processes.
* Analyze large amounts of information to discover trends and patterns.
* Build predictive models and machine-learning algorithms.
* Combine models through ensemble modelling
* Present information using data visualization techniques.
* Propose solutions and strategies to business challenges.
* Create and develop rich interactive visualizations through data interpretation and analysis.
* Working experience in a related e-businesses with big scale data sets.
* Excellent knowledge of data generation and analysis tools especially Excel, SQL, python.
* Strong knowledge of logical and physical data modeling concepts.
* Create and develop predictive models using AI/ML technologies, installing/monitoring the production performance of models
* Develop statistical and machine learning models to solve business problems and derive actionable business insights.
* Research new techniques and best practices within the industry
Requirements:
* Minimum Bachelor’s degree in Computer Science/ Engineering, Statistics, Applied Math or another related discipline
* Minimum Experience of 2 years in the role of Data Scientist or similar
* Skilled at all stages of the analysis process including defining key business questions, recommending measures, data sources, methodology and study design, dataset creation, analysis execution, interpretation and presentation and publication of results.
* Excellent problem-solving skills.
* Data analysis with experience in Python or R.
* Advanced SQL knowledge and experience working with both relational and non-relational Should be able to manipulate, integrate, and analyze complex, high-volume, high-dimensionality data from varying, variety of sources.
* Full understanding of the processes of data quality, data cleansing, and data transformation.
* Experienced in Machine Learning.
* Minimum Experience of 4 years in the role of Data Scientist or similar
* Strong understanding of machine learning techniques and algorithms.
* Knowledge and experience of deep learning and deep learning libraries such as TensorFlow, Keras, and PyTorch.
* Knowledge and experience in image processing and NLP are a plus
* Identify valuable data sources and automate collection processes.
* Analyze large amounts of information to discover trends and patterns.
* Build predictive models and machine-learning algorithms.
* Combine models through ensemble modelling
* Present information using data visualization techniques.
* Propose solutions and strategies to business challenges.
* Create and develop rich interactive visualizations through data interpretation and analysis.
* Working experience in a related e-businesses with big scale data sets.
* Excellent knowledge of data generation and analysis tools especially Excel, SQL, python.
* Strong knowledge of logical and physical data modeling concepts.
* Create and develop predictive models using AI/ML technologies, installing/monitoring the production performance of models
* Develop statistical and machine learning models to solve business problems and derive actionable business insights.
* Research new techniques and best practices within the industry
Requirements:
* Minimum Bachelor’s degree in Computer Science/ Engineering, Statistics, Applied Math or another related discipline
* Minimum Experience of 2 years in the role of Data Scientist or similar
* Skilled at all stages of the analysis process including defining key business questions, recommending measures, data sources, methodology and study design, dataset creation, analysis execution, interpretation and presentation and publication of results.
* Excellent problem-solving skills.
* Data analysis with experience in Python or R.
* Advanced SQL knowledge and experience working with both relational and non-relational Should be able to manipulate, integrate, and analyze complex, high-volume, high-dimensionality data from varying, variety of sources.
* Full understanding of the processes of data quality, data cleansing, and data transformation.
* Experienced in Machine Learning.
* Minimum Experience of 4 years in the role of Data Scientist or similar
* Strong understanding of machine learning techniques and algorithms.
* Knowledge and experience of deep learning and deep learning libraries such as TensorFlow, Keras, and PyTorch.
* Knowledge and experience in image processing and NLP are a plus
مهارتهای مورد نیاز
- Data science
- Python
- SQL
حداقل سابقه کار
- سه تا شش سال
جنسیت
- مهم نیست
وضعیت نظام وظیفه
- مهم نیست