Data Science & AI Expert

Job Description

<p><strong>Summary</strong></p><p>Work on the descriptive and predictive data mining models and asses, verify, maintain and update the models and execute training and scoring for the models.</p><p><br></p><p><strong>Key Responsibilities</strong></p><ul><li>Work on the Database analytical layer and can work on the data management layer for data transformation and feature engineering process. </li><li>Present the statistical findings of the models and can show the impact and risks for the statistics.</li><li>Arrange and coordinate with analytics teams to develop the Model integrations with BI Visualization and Marketing Automation teams to have the best utilization and benefits that taken into marketing actions.</li></ul><p><br></p><p><strong>Competencies</strong></p><ul><li>Understand the concept of sampling methods.</li><li>Understand the Data Mining model algorithms (Linear/logistic regression, decision tree, random forest, KNN, and Neural Networks) concepts and their parameter definitions.</li><li>Ability to understand and create complex SQL queries.</li><li>Experience with Data mining development tools (SAS Data Miner is preferred).</li><li>Good knowledge in (descriptive and inferential) statistics.</li><li>Experience with Telecom/Banking business</li><li>Creativity and innovation is essential.</li><li>Familiar with reporting platforms and solutions for deploying and integrating reports with enterprise applications.</li></ul><p><br></p><p><strong>Work Experience</strong></p><p>3-5 years of work experience in relevant field.</p><p><br></p><p><strong>Education</strong></p><p>Bachelor in Computer Science or relevant field.</p><p><br></p><p><strong>Language</strong></p><ul><li>Arabic (preferred)</li><li>English (required)</li><li>Kurdish (required)</li></ul>