IBS Software

Data Scientist

IBS Software  •  United Arab Emirates (Onsite)  •  17 days ago
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Job Description

Job Title
Data Scientist Location (s)
Dubai Years of Experience 5-8yrs
• Experience of implementing data science based solutions at at enterprise level is mandatory.

• Python,R, TensorFlow, PyTorch, SQL, AWS Cloud Platform, SageMaker, BedRock, Gen AI Frameworks and models,

• Strong traditional Machine Learning experience mandatory,

• Preditive analytics, Classification/Probability algorithms

• Develop a comprehensive data science strategy for the organization by aligning data initiatives with business goals, identifying key data sources, establishing data governance and management practices, implementing advanced analytics and machine learning solutions, and fostering a data-driven culture to drive innovation and decision-making

• Collaborate with business stakeholders to define problem statements, set clear expected outcomes using data science and artificial intelligence, and identify actionable business benefits and opportunities

• Examine extensive datasets to identify significant trends, patterns, and correlations that can provide valuable insights and inform strategic decision-making.

• Apply statistical techniques, data visualization, and analytical tools to uncover underlying relationships and actionable information from complex and voluminous data

• Build and refine predictive models, implement machine learning algorithms, and assess their performance to provide actionable insights and forecasts.

• In model building and evaluation, engineer features and select relevant variables, develop and train predictive models, and then evaluate their performance using appropriate metrics

• Optimize data science workflows to enhance efficiency and continuously improve the accuracy of predictions by streamlining processes, adopting best practices, and iterating on model performance through regular updates and refinements. This involves automating tasks, improving data quality, and implementing advanced techniques to ensure precise and actionable outcomes

• Continuously monitor the performance of deployed models, identifying any degradation in accuracy or relevance and taking necessary steps to retrain or fine-tune them as needed.

• Conduct regular data quality assessments, implementing procedures and tools to ensure the accuracy, completeness, and consistency of data used for analysis and modeling.

• Foster a data-driven culture within the organization, continuously improving data science processes by adopting new technologies, exploring innovative methodologies, and refining models for better results.

• Experience of implementing data science based solutions at at enterprise level is mandatory.

• Python,R, TensorFlow, PyTorch, SQL, AWS Cloud Platform, SageMaker, BedRock, Gen AI Frameworks and models,

• Strong traditional Machine Learning experience mandatory,

• Preditive analytics, Classification/Probability algorithms

• Develop a comprehensive data science strategy for the organization by aligning data initiatives with business goals, identifying key data sources, establishing data governance and management practices, implementing advanced analytics and machine learning solutions, and fostering a data-driven culture to drive innovation and decision-making

• Collaborate with business stakeholders to define problem statements, set clear expected outcomes using data science and artificial intelligence, and identify actionable business benefits and opportunities

• Examine extensive datasets to identify significant trends, patterns, and correlations that can provide valuable insights and inform strategic decision-making.

• Apply statistical techniques, data visualization, and analytical tools to uncover underlying relationships and actionable information from complex and voluminous data

• Build and refine predictive models, implement machine learning algorithms, and assess their performance to provide actionable insights and forecasts.

• In model building and evaluation, engineer features and select relevant variables, develop and train predictive models, and then evaluate their performance using appropriate metrics

• Optimize data science workflows to enhance efficiency and continuously improve the accuracy of predictions by streamlining processes, adopting best practices, and iterating on model performance through regular updates and refinements. This involves automating tasks, improving data quality, and implementing advanced techniques to ensure precise and actionable outcomes

• Continuously monitor the performance of deployed models, identifying any degradation in accuracy or relevance and taking necessary steps to retrain or fine-tune them as needed.

• Conduct regular data quality assessments, implementing procedures and tools to ensure the accuracy, completeness, and consistency of data used for analysis and modeling.

• Foster a data-driven culture within the organization, continuously improving data science processes by adopting new technologies, exploring innovative methodologies, and refining models for better results.

Technical Qualifications

data Science, Machine learning

IBS Software

About IBS Software

IBS Software is a leading SaaS solutions provider to the travel industry globally, managing mission-critical operations for customers in the aviation, tour & cruise, hospitality, and energy resources industries. IBS Software's solutions for the aviation industry cover fleet & crew operations, aircraft maintenance, passenger services, loyalty programs, staff travel and air-cargo management. Across the hospitality sector, IBS Software offers a cloud-native, unified platform for hotels and travel sellers, including central reservation (CRS), property management (PMS), revenue management (RMS), call center, booking engine, loyalty and distribution. For the tour & cruise industry, IBS provides a comprehensive, customer-centric, digital platform that covers onshore, online and on-board solutions. Across the energy & resources industry, we provide logistics management solutions that cover logistics planning, operations & accommodation management. The Consulting and Digital Transformation (CDx) business focuses on driving digital transformation initiatives of its customers, leveraging its domain knowledge, digital technologies and engineering excellence. IBS Software operates from 17 offices across the world.

Industry
IT & Software
Company Size
5,001-10,000 employees
Headquarters
Singapore, SG
Year Founded
1997
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