Company Description

We’re a boutique Human Capital Consultancy and Service firm based out of Dubai, UAE.

We specialize in delivering Flexible, Practical, and Affordable HR advisory & Outsourcing Solutions through offering our expertise, allowing our partners to focus on managing their business Job Description

Job Overview

The candidate should be able to use large data sets to explore and interpret business opportunities and processes using Machine Learning models to test and evaluate the effectiveness of different courses of action. They must have strong experience using a variety of data mining/data analysis methods, using a variety of statistical tools, applying and evaluating various ML models and capability to conduct simulations. They must have a proven ability to drive business results with their data-based insights. Candidate should be living in the UAE.

Responsibilities

· Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.

· Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.

· Assess the effectiveness and accuracy of new data sources and data gathering techniques.

· Develop custom data models and algorithms to apply to data sets.

· Use predictive modeling to increase and optimize customer experiences, revenue generation, add targeting and other business outcomes.

· Coordinate with different functional teams to implement models and monitor outcomes.

· Develop processes and tools to monitor and analyze model performance and data accuracy. Qualifications

Qualifications

· Bilingual: Arabic and English

· Strong problem solving skills with an emphasis on product development.

· Knowledge and experience in statistical, data mining techniques and ML: Regression, Classifications, Clustering, Features Engineering, Dimensionality Reduction.

· Knowledge and experience in Neural Networks, text mining, Web scraping, social network analysis, etc.

· Familiar with Deep Learning and Reinforcement Learning is a plus.

· Knowledge of advanced statistical techniques and concepts (Hypothesis, conducting simulation such as Monte Carlo, bootstrapping & sampling, properties of distributions, statistical tests and proper usage, etc.).

· Familiar with Data warehousing & Business Intelligence is a plus.

· Excellent written and verbal communication skills for coordinating across teams.

· A drive to learn and master new technologies and techniques.

· We’re looking for someone with 5-7 years of experience manipulating data sets and building statistical models, has a Master’s or PHD in Statistics, Mathematics, Computer Science or another quantitative field, and is familiar with the following software/tools:

· Data Science tools such as (R, Python, Spark, TensorFlow etc.) to manipulate data and draw insights from large or unstructured data sets.

· Experience in RDBMS, SQL and NoSQL.

· Features selections and extraction techniques, Dimensionality Reduction, Regularization, etc.

· Familiar with Cloud technologies and platforms: Redshift, Spark, etc.

· Experience analyzing data from 3rd party providers: Google Analytics, Twitter, Facebook Analytics & Insights, etc.

· Experience in Big Data technologies: Map/Reduce, Hadoop, Hive, Spark, etc.

· Familiarity in tools such as RapidMiner, KNIME, PowerBI, Tableau is a plus

· Experience in visualizing/presenting data for stakeholders using: Shiny, D3.js, etc.

Additional Information

All your information will be kept confidential