Experience: 4-5
Posted: 19 Aug,2022
Location: United Arab Emirates
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Data scientist
Work Location : Dubai
Data science :
* As a Data Scientist, you have built a strong track record of delivering business impact in several applications. You are happy to implement a simple heuristic or a sophisticated deep learning or reinforcement learning model if it meets the business needs and the time constraints. Business use cases would involve both supervised and unsupervised learning techniques dealing with pricing, Marketing, customer segmentation and Fraud detection.
Responsibilities: Implement scalable machine learning and optimization
algorithms that will be used in production on big data. Evaluate the
performance of the data science projects Should be able to deploy the
production ready solution in MLOps frameworks
Qualifications:
* 3-5 years experience in data mining, predictive modeling, time series analysis, machine learning, big data methodologies, transformation and cleaning of both structured and unstructured data.
* Experience in applied Deep Learning is a plus.
* Degree in a quantitative discipline such as Physics, Statistics, Mathematics, Engineering or Computer Science
* Strong problem solving and coding skills (Python or R)
* Excellent oral and written communication skills.
* Proficiency and demonstrated experience in at least 2 of the following: Python, R, SQL, Spark
* Familiarity with machine learning frameworks (like Tensorflow or PyTorch) and libraries (like scikit-learn)
* Basic understanding of working on cloud based environment(Azure would be a plus but not an absolute mandate )
* Familiarity with MLOps framework is a plus (Kubeflow, MetaFlow, Iguazio)
* Familiarity with Operation Research is a plus (Gurobi, Baron, Linear Programming, MILP)
Skill
Years
Months
Data Scientist
5
0
Python
5
0
R
5
0
Machine Learning
5
0
SQL
5
0
Spark
5
0
Data Mining
5
0
Predictive modeling
5
0
Time series analysis
5
0
Big data methodologies
5
0
Azure
5
0
Tensorflow
5
0
PyTorch
5
0
libraries (like scikit-learn)
5
0
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