Data Scientist - AI and Advanced Analytics | Real Estate | AFET

Robinson & Co (Singapore) Pte Ltd; Dubai; On-site; AED 200,000 - 300,000; Full time

Job summary

A leading company in the contracting and construction industry is seeking a Data Scientist specializing in AI and Advanced Analytics. The role focuses on developing innovative solutions to enhance decision-making processes, analyzing industry data, and improving operational efficiency through machine learning. Candidates should have extensive experience and a solid educational background in data science or machine learning.

Benefits

Health insurance

Training and development opportunities

Qualifications

• 7+ years’ experience in AI and Advanced Analytics.
• Expertise in machine learning and statistical modeling.
• Proficiency in programming languages such as Python and R.

Responsibilities

• Analyze industry-specific data and identify actionable insights.
• Develop and implement AI models for project management.
• Optimize workflows using machine learning algorithms.

Skills

Machine Learning

Data Science

NLP

Statistical Modeling

Python

R

Education

Bachelor’s degree in Data Science, Machine Learning, or Statistics

Master's degree in related fields

Tools

TensorFlow

PyTorch

SQL

Job description

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Data Scientist - AI and Advanced Analytics | Real Estate | AFET

Established in the 1930s as a trading business, Al-Futtaim Group today is one of the most diversified and progressive, privately held regional businesses headquartered in Dubai, United Arab Emirates. Structured into five operating divisions; automotive, financial services, real estate, retail and healthcare; employing more than 35,000 employees across more than 20 countries in the Middle East, Asia and Africa, Al-Futtaim Group partners with over 200 of the world's most admired and innovative brands. Al-Futtaim Group’s entrepreneurship and relentless customer focus enables the organization to continue to grow and expand; responding to the changing needs of our customers within the societies in which we operate.

By upholding our values of respect, excellence, collaboration and integrity; Al-Futtaim Group continues to enrich the lives and aspirations of our customers each and every day

Overview of the role :

Data Scientist with expertise in Artificial Intelligence (AI) and Generative AI (Gen AI) to develop advanced solutions tailored for the Contracting and Construction industry. The candidate should possess deep knowledge of data science methodologies, machine learning, and domain-specific applications to drive efficiency, innovation, and decision-making in this sector

What you will do :

• Analyze industry-specific data to identify patterns, trends, and actionable insights for Contracting and Construction operations, including
• cost forecasting
• resource / material demand planning
• document analysis and summarizing
• Develop, test, and implement AI and Gen AI models tailored to project management, contract lifecycle management and safety monitoring.
• Collaborate with stakeholders to understand business requirements and translate them into technical solutions specific to contracting workflows and processes.
• Apply Natural Language Processing (NLP) techniques to automate commercial contract analysis, bid proposal generation, and compliance checks.
• Build predictive models for material procurement, equipment utilization, and workforce allocation.
• Optimize workflows and improve operational efficiency by deploying machine learning algorithms for real-time decision-making
• Integrate AI tools into existing platforms and ensure scalability and security of deployed solutions within contracting frameworks.
• Present findings and recommendations to stakeholders through clear visualizations and reports, highlighting the impact on project timelines and budgets

Required skills to be successful :

Technical Skills :

• Hands-On experience in leading, designing, and implementing end-to-end data science products.
• An excellent understanding of both traditional statistical modeling and Machine Learning techniques and algorithms like Regression, classification, clustering, ensemble methods (random forest, gradient boosting), Neural Networks, etc.
• Proficient in understanding and analyzing business requirements, building predictive models, designing experiments, testing hypothesis, and interpreting statistical results into actionable insights and recommendations.
• Hands-on experience in information extraction using various NLP algorithms
• Experience in RAG and Langchain to summarize documents, custom LLM (Large Language Models) integration.
• Familiarity with cloud services such as AWS, Azure, or Google Cloud for deploying and managing AI solutions
• Hands-on experience in feature reduction techniques using PCA, K-best using Chi-Square, and feature engineering (exploratory data analysis, transforming data, missing value treatment, outlier detection, and value standardization).
• Has a strong understanding of K-Nearest Neighbor, Gradient Boosting, XGBoost, Decision Tree, Random Forest, K-Mean Clustering, Regularization (LASSO, RIDGE), Strongly connected Neural Networks, descriptive and inferential statistical tests such as Z, T, F, Chi-Square, and Hypothesis analysis
• Proficiency in programming languages such as Python, R.
• Experience with AI and machine learning frameworks including TensorFlow, PyTorch, Scikit-learn, and Keras.
• Proficiency in Natural Language Processing (NLP) libraries and GPT-based APIs.
• Strong knowledge of SQL databases for data management.
• Proficiency in data cleaning, preprocessing, and feature engineering.

What Equips you for the role :

Minimum Qualifications, Certification and Knowledge :

• Bachelor’s degree in Data Science, Machine Learning, Statistics, or related fields (Master's degree preferred).
• Relevant certifications in data science, AI, machine learning, or Gen AI technologies are a plus
• Excellent communication skills and ability to work collaboratively in an environment with cross-functional teams.
• Minimum 7 years’ work experience in AI and / or Advanced Analytics

About Al-Futtaim Engineering & Technologies

Al-Futtaim Engineering & Technologies offers customers complete engineering and systems integration solutions.

The Engineering arm operates in the UAE, Qatar, Saudi Arabia and Egypt providing a wide variety of products and services from air conditioning, scaffolding and access solutions, elevators and escalators, control and life safety, facilities management, building products, MEP, Energy Management, Technology Infrastructure and Digital Transformation.

The Technologies division provides complete business solutions to large, medium and small customers that include, contact centre solutions, business applications, business intelligence, data management, advanced analytics amongst others. The IT infrastructure portfolio comprises IP telephony, ELV systems, networking solutions, professional audio-visual solutions and managed services.

These solutions are further complemented by services that include project management, installation, testing, commissioning and after-sales maintenance contracts.

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