DATA SCIENTIST

NMDC Group
United Arab Emirates
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningEducation: bachelorsSkills: ["Communication","Cross-functional collaboration","Problem-solving","Risk mitigation","Continuous learning"]

Identify and translate business needs into solvable AI/ML problems, then design, prototype, and deploy machine learning models using structured and unstructured data. Build solutions for predictive maintenance, risk forecasting, supply chain optimization, and quality control, including time series, geospatial analysis, and simulations. Partner with engineers to productionize training and serving systems, monitor performance and drift, and communicate results clearly in business terms across EPC/marine project lifecycles.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
NMDC Group
NMDC Group
2 months ago

DATA SCIENTIST

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 2 hours agoStatus: Live

Job Summary

Identify and translate business needs into solvable AI/ML problems, then design, prototype, and deploy machine learning models using structured and unstructured data. Build solutions for predictive maintenance, risk forecasting, supply chain optimization, and quality control, including time series, geospatial analysis, and simulations. Partner with engineers to productionize training and serving systems, monitor performance and drift, and communicate results clearly in business terms across EPC/marine project lifecycles.
Location: United Arab Emirates
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning

Key Responsibilities

  • •Identify and define business problems suitable for AI/ML solutions and translate ambiguous questions into clear data science problems.
  • •Design, prototype, and develop ML models for predictive and prescriptive analytics, including predictive maintenance, risk forecasting, supply chain optimization, and quality control.
  • •Pull datasets from project management tools, ERP systems (e.g., SAP), BIM software, and IoT sensors.
  • •Serialize models and support deployment into production environments, including retraining and serving collaboration with engineers.
  • •Monitor and optimize model performance, detect and address model drift, and communicate technical findings in business terms.

Key Requirements

  • •Bachelor’s degree in engineering (preferably Computer Science or Information Science), or equivalent.
  • •Translate vague business questions into clear, solvable data science problems aligned to strategic goals and ROI expectations.
  • •Develop and deploy ML models using structured and unstructured data and appropriate analytics techniques.
  • •Pull and prepare datasets from project management tools, ERP systems (e.g., SAP), BIM software, and IoT sensors.
  • •Ensure deployed AI systems meet reliability, robustness, scalability, and quality standards (e.g., defect detection and process compliance).
Experience:EPCMarine constructionPredictive maintenanceSupply chain optimizationComputer vision
Education:Bachelor's in Computer Science or Information Science (preferably)
Skills:CommunicationCross-functional collaborationProblem-solvingRisk mitigationContinuous learning
Tech Stack:PythonRSQLSparkAWS S3AWS RedshiftSAPBIMIoTComputer visionNeural networksRegressionClusteringRandom forestsBoostingText miningGLM

Company Brief

NMDC Group
A major marine dredging and civil engineering group delivering coastal reclamation, marine construction, and infrastructure services. It serves large-scale energy, ports, land development, and marine infrastructure projects across the Middle East and beyond.
Industry: Civil Engineering
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: Abu Dhabi, United Arab Emirates
Founded: 1976
WebsiteLinkedIn