About the Role
This position is centered around identifying and defining business problems that are suitable for AI solutions. The ideal candidate will work on translating ambiguous business needs into clear data science problems and will develop and implement optimized AI models that drive measurable business impact, improve efficiency, and support strategic objectives.
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Responsibilities
- Identify and define business problems suitable for AI/ML solutions
- Translate vague business questions into clear, solvable data science problems
- Align AI solutions with strategic business goals and ROI expectations
- Design, prototype, and develop ML models using structured and unstructured data
- Pull datasets from project management tools, ERP systems (e.g., SAP), BIM software, and IoT sensors
- Apply machine learning techniques (e.g., regression, clustering, neural networks) for predictive and prescriptive analytics
- Develop models for predictive maintenance, risk forecasting, supply chain optimization, and quality control
- Serialize models and support deployment into production environments
- Collaborate with engineers to productionize model retraining and serving systems
- Monitor and optimize model performance; detect and address model drift
- Ensure reliability, robustness, and scalability of deployed AI systems
- Implement project-specific AI standards, protocols, and best practices
- Identify and mitigate risks associated with model predictions and usage
- Ensure quality assurance via computer vision and other techniques for defect detection and process compliance
- Apply deep understanding of EPC / Marine project lifecycle (FEED to commissioning)
- Perform time series forecasting, geospatial analysis, and simulation modeling
- Apply statistical techniques including GLM, regression, random forests, boosting, and text mining
- Create insights from large datasets using Python, R, SQL, Spark, and cloud tools (e.g., AWS S3, Redshift)
- Work cross-functionally with project managers, engineers, and site personnel
- Communicate technical findings and model insights in business terms
- Stay updated on emerging data science practices and apply them where relevant.
Qualifications
- Bachelor’s degree in engineering (preferably Computer Science or Information Science) or equivalent
Benefits
This role offers an attractive range of employee benefits and competitive salaries. The organization fosters an environment where every employee can thrive, feeling valued and respected in their roles. Opportunities for career development through training, mentorship, and educational resources are heavily emphasized, making it an excellent environment for professional growth.
If you are passionate about EPC and marine construction and seek a challenging opportunity in a dynamic field, this role provides a chance to contribute to some of the region’s most exciting projects.
