Machine Learning

Bayut | dubizzle; Dubai; On-site; AED 20,000 - 31,000; Full time

Benefits offered by this job

Internship program

Mentorship

Opportunity for full-time career

Job summary

Bayut & dubizzle объявляет набор стажёров в отдел BI на 6 месяцев по направлению Machine Learning. Участники будут работать над жизненным циклом Data Science в облачном хранилище данных, сотрудничать с продуктовой и технической командами и развивать навыки построения и внедрения моделей.

У кандидатов должен быть базовый уровень знаний SQL, Python и статистического анализа, а также стремление к профессиональному росту в ведущей региональной компании в условиях многонациональной команды.

Qualifications

• Степень бакалавра в области ИИ/статистики/математики/операционных исследований/инженерии/информатики
• «Базовые знания статистического моделирования и математики»
• «Базовые знания SQL»
• «Базовые знания инструментов визуализации, например Periscope»
• «Отличные письменные и устные коммуникативные навыки»
• «Сильные навыки решения проблем»

Responsibilities

• Работа с большими наборами данных с использованием SQL и обучение ML-моделей.
• Проведение разведочного анализа данных и выявление паттернов в данных.
• Использование Python для анализа данных и разработки статистических моделей.
• Оценка и настройка моделей ML с учетом бизнес-задач.
• Сотрудничество с командами для развёртывания моделей в продакшн.
• Создание报告но-аналитических инструментов для мониторинга показателей.
• Участие в работе команды и поддержка стабильности работающих моделей.

Skills

SQL

Python

Data analysis

Statistical modeling

Communication

Education

Bachelor’s degree in AI/Statistics/Math/OR/Engineering/CS

Tools

Periscope

Cloud data warehousing

Job description

Описание:

Bayut & dubizzle - The Arab World's only Homegrown Unicorn Business is now inviting applications for internships of 6 months duration in our Business Intelligence department. World-class mentors, fast paced & high performing work environment, our open culture and the opportunity to make an impact are just a few of the reasons why our internship program is highly sought after. As a Machine Learning Intern, you will be participating in exciting projects covering the end-to-end Data Science lifecycle – from raw data cleaning and exploration with primary and third-party systems, through advanced state-of-the-art data visualization and Machine learning development. You will work in a modern cloud-based data warehousing environment hosting Machine Learning models alongside alongside a team of diverse, intense and interesting co-workers. You will liaise with other departments – such as product & tech, the core business verticals, trust & safety, finance and others – to enable them to be successful.

Задачи:

• Query large datasets with SQL and feed ML models.
• Perform data exploration to find patterns in the data and understand the state and quality of the data available.
• Utilize Python code for analyzing data and building statistical models to solve specific business problems.
• Evaluate ML models and fine tune model parameters considering the business problem behind.
• Collaborate with senior peers to Deploy ML models in production.
• Build customer-facing reporting tools to provide insights and metrics which track system performance.
• Being part and contributing towards a strong team culture and ambition to be on the cutting edge of big data Participate in the off-hours on call stability rotation to support live ML models

Требования:

• Bachelor’s degree in AI, Statistics, Math, Operations Research, Engineering, Computer Science, or a related quantitative field.
• Good Understanding of Statistical modelling and math Basic knowledge of Machine learning algorithms.
• Basic knowledge of SQL.
• Basic knowledge of visualization tools such as Periscope Excellent verbal and written communication.
• Strong problem solving skills.

Условия:

• Ability to contribute to a platform used by more than 5M users in UAE and other platforms in the region.
• Strengthen your resume and build your network.
• Opportunity to find a full time career with the region's leading organization.
• Working in a multicultural environment with over 60 different nationalities Access to the Learning & Development tools and courses provided by the company.

Bayut & dubizzle is an equal opportunity employer.

We celebrate diversity and are committed to creating an inclusive environment for all employees. #UAEdubizzle