Sanaa Alghamdi
Dhahran,Eastern Province
Summary
Data Analyst with expertise in data collection, cleaning, and interpretation to inform business strategies. Skilled in Excel and Power BI, with a proven track record of building dashboards and tracking KPIs. Focused on converting raw data into actionable insights that enhance operational efficiency and support strategic objectives.
Overview
2026
2026
years of professional experience
Work history
Data Analyst
Baker Hughes
Dhahran, Eastern Province
04.2018 - 05.2020
- Use automated tools to extract data from multiple sources.
- Perform data cleaning on big data.
- Filter Data by reviewing reports and performance indicators to identify and correct code problems.
- Assist in collection, cleaning, and preparation of data from various sources.
- Perform basic data analysis and interpretation to identify trends, patterns, and insights.
- Support creation and maintenance of regular reports and dashboards using visualization tools.
Oil & Gas Pipeline Data Analyst I & II
Baker Hughes
Dhahran, Eastern Province
05.2020 - 08.2022
- Lead analysis projects for production lines and distribute tasks between team members.
- Perform analysis to assess quality and meaning of data.
- Collect, organize, merge and interpret data to help colleagues and clients use it to make decisions.
- Prepare final analysis reports for the stakeholders to understand the data-analysis steps, enabling them to take important decisions based on various facts and trends.
- Work closely with other team members, including engineers, Project Managers, and business stakeholders.
- Present information generated from data to clients and managers.
Key Achievement
- Successfully completed 200+ data analysis projects focused on optimizing production line performance and efficiency.
- Analyzed and improved project workflows by identifying bottlenecks, leading to significant reductions in process cycle time.
- Increased customer satisfaction by providing precise 3D pipeline positioning, helping the client trust the integrity data.
- Saved millions in repair costs by enabling early detection of pipeline bending and leaks, allowing clients to take preventive actions before failures occurred.
- Certified Inertial Measurement Unit (IMU) Analyst.
- Certified Caliper Analyst.
Drilling Services Data Analyst
Baker Hughes
Dhahran, Eastern Province
08.2022 - Current
- Quality Assurance of Daily Drilling Reports: Conducted in-depth quality reviews of daily Aramco drilling reports for both our company and competitors. Ensured all operational data, rig activities, and drilling parameters were accurately documented and aligned with performance standards.
• Data Verification and Validation: Authenticated critical performance metrics including operating hours, tools utilized, footage drilled, rig count, and Non-Productive Time (NPT). Guaranteed the accuracy and reliability of data used for decision-making and KPI tracking.
• Performance Benchmarking: Analyzed validated data to compare company efficiency against competitors, identifying performance gaps and optimization opportunities. Provided insights that supported strategic planning and operational excellence.
• KPI Monitoring and Analysis: Maintained and tracked Key Performance Indicators to measure drilling efficiency and progress toward departmental goals. Interpreted trends and deviations to recommend actionable improvements.
• Data Integrity and Compliance: Ensured consistency, transparency, and accuracy across all drilling performance reports. Collaborated with cross-functional teams to resolve discrepancies and uphold reporting standards.
• Reporting Enhancement and Insights Development: Strengthened the clarity and effectiveness of performance reports through continuous process improvement. Delivered accurate analytical insights that enhanced executive visibility and supported informed decision-making.
• System Performance Data Management (MaPs System): Managed and updated tool performance and overall operational data within the MaPs system, ensuring high accuracy and reliability of all recorded inputs. Maintained data integrity to prevent costly errors that could directly impact maintenance planning and operational costs.
• Cost Impact Prevention and Data Accuracy: Ensured precise data entry and validation to avoid misinterpretations that could lead to millions in unnecessary maintenance expenses. Successfully safeguarded company resources through meticulous attention to detail and process control.
• System Development and Transition Coordination: Appointed by management as the focal point for the drilling department during the MaPs system transition phase. Led the effort to review, validate, and enhance data input structures, ensuring all operational elements were properly captured and integrated.
• Process Improvement and Cross-Functional Collaboration: Worked closely with TS and operations teams to identify data gaps, enhance system functionality, and optimize reporting processes. Contributed to the seamless implementation of the updated drilling performance system without data losses or reporting delays.
Key Achievement
- Improved reporting accuracy and data reliability, reducing discrepancies in drilling reports by over 30%.
- Prevented significant maintenance cost overruns by ensuring high-quality data inputs — saving the company substantial financial losses by 15–30%
- Played a key role in the successful transition of the MaPs system by developing and validating new data input structures.
- Recognized by management for exceptional attention to detail, accuracy, and commitment to operational excellence.
- Contributed to strengthening the company’s data-driven decision-making culture through accurate performance insights and continuous improvement initiatives.
Education
Bachelor's Degree - Computer Engineering
Prince Mohammad Bin Fahad University
Dhahran, Eastern Province 2012 - 2017
Skills
- Data & Business Intelligence:
Big data management, data analysis & cleaning, KPI development, and dashboard creation using Power BI - Analytical & Strategic Thinking:
Root cause analysis, logical reasoning, proactive initiative, and data-driven decision-making - Technical & Project Management:
Proficient in Microsoft Office Suite, project management, and BI tools integration for performance improvement
- Communication & Collaboration:
Effective communication, negotiation skills, and cross-functional teamwork - Organization & Leadership:
Strong time management, workload prioritization, precision under pressure, and confident decision-making
References
References available upon request.
Professional Development & Training
- Leadership Courses.
- Inertial Measurement Unit (IMU) Analyst Certificate.
- Caliper Pipeline Analyst Certificate.
- Data Analysis Courses.
- Time Management Courses.
- Power BI and Microsoft Courses.
Timeline
Drilling Services Data Analyst
Baker Hughes
08.2022 - Current
Oil & Gas Pipeline Data Analyst I & II
Baker Hughes
05.2020 - 08.2022
Data Analyst
Baker Hughes
04.2018 - 05.2020
Key Achievement
Key Achievement
Bachelor's Degree - Computer Engineering
Prince Mohammad Bin Fahad University
2012 - 2017