211 Data Quality Analyst jobs in the Philippines
Data Quality Analyst
Posted today
Job Viewed
Job Description
*The Opportunity. *
We are seeking for a highly capable data quality analyst to validate all data developments and reports that the data team is building for Singlife Philippines to enhance accuracy and integrity of our organization's data.
He/She should exhibit extensive knowledge of data analysis techniques and experience in a similar role. He/She will be someone whose data analysis expertise results in reliable information for company executives.
*The Role. *
- Running data queries to identify coding issues and data exceptions, as well as cleaning data.
- Validate data ingestion jobs and scripts if accurate based on requirements and/or mappings.
- Validate dashboards and reports produced by the data team to ensure reliability of information based on business requirements.
- Reporting data analysis findings to management to inform business decisions and prioritize information system needs.
- Documenting processes and maintaining data records.
- Adhering to best practices in data analysis and collection.
*The Expertise. *
- Bachelor's degree in statistics, mathematics, computer science, information management, or similar.
- At least 5 years of experience in data analysis.
- Proficiency in programming languages, including Structured Query Language (SQL)
- Exceptional analytical skills.
- Advanced problem-solving skills.
- Knowledge of best practices in data analysis.
- Excellent interpersonal and communication skills.
About us.
Thakral One is a consulting and technology services company headquartered in Singapore, with a pan-Asian presence. We focus primarily around technology-driven consulting, adoption of value-added bespoke solutions, enabling enhanced decision support through data analytics, and embracing possibilities in the cloud. We are heavily inclined towards building capabilities collaboratively with clients and believe strongly in improving grounded and practical outcomes. This approach is possible through our partnership with leading global technology providers and internal R&D teams. Our clients come from Financial Services, Banking, Telco, Government, Healthcare, and Consumer-oriented organisations.
Philippines
Data Quality Analyst
Posted today
Job Viewed
Job Description
The Data Quality Analyst supports the Online Research Department by analyzing and verifying market research data to ensure accurate, high-quality project deliveries. This role primarily uses SPSS to read, write, and modify SPSS syntax, verifying that data files (.sav) conform to client specifications. The Data Quality Analyst must also communicate any issues or discrepancies promptly and clearly to Project Managers or other relevant staff.
Essential Job Functions and Responsibilities (What is done and why in order of importance)
- Use SPSS syntax to review and verify .sav files, ensuring the layout, logic, and data align with the specifications provided by the clients documentation.
- Perform basic data processing tasks (e.g., appending, transforming, merging) in SPSS to ensure clean data for overall analysis.
- Document and communicate any issues or discrepancies in a clear, concise mannervia email, Slack, or other established channelsto Project Managers, Department Managers, or VPs.
- Participate in weekly Teams audio calls and provide updates on workload, progress, and any barriers to timely completion.
- Respond to assignments from QA Lead, Department Manager, or VP, providing feedback to ensure prompt resolution of tasks and adherence to project timelines.
- Collaborate with team leads and department managers to establish realistic client deadlines and immediately escalate any issues that threaten agreed-upon delivery dates.
- Fulfill any other tasks and projects as assigned by executive management.
Other Job Functions and Responsibilities
Commitment: Knowledgeable about market research, dedicated to the goals of the company while promoting a positive culture to ensure good relationships, overall satisfaction and profitability.
Communications: Must speak clearly and fluently to communicate on a wide range of topics. Above average reading comprehension, and grammatically correct written communication skills. Must have the ability to understand and respond intelligently to business correspondence. Interpersonal skills as needed to persuade, manage conflict, debate and negotiate. Response to pressure should be calm and reasonable.
Judgment: Comprehension of job requirements and procedures. Can initiate and perform work assignments under minimal supervision that may be broad, varied, and complex in nature. Employee must have the ability to use educated and intuitive judgment to make decisions.
Analysis: Mathematical aptitude; use of numeric calculations for accuracy of reports and tasks.
Organization: Organizational and time management skills sufficient to plan and accomplish assigned goals.
Logic: Deductive reasoning ability to enable the appropriate application of general concepts to specific situations. Able to translate theory into business practices. Employee must apply experience, skills and information to identify problems and plan strategic resolutions.
Work Ethics: Must be willing to work hard, be dependable and responsible, possess a positive attitude and maintain a sense of honesty and integrity.
Core Values:
We are committed to our Core Values; Passionate and Driven
- Delivering Excellence
- Embracing and Driving Change
- Career Growth and Development
- Keeping it fun.
Education, Experience & Skills
Education:
Minimum requirement is a Bachelors Degree or related job experience.
Specific Job Experience:
- Computer-savvy with some programming experience
- Strong understanding of data processing and statistical methodology
- Proficiency in SPSS
- Proficient in Microsoft Outlook, Excel, and Word
- Open to learning new processes and taking on new challenges
- Quick learner with keen attention to detail
- Demonstrated independent thinking skills
Data Quality Analyst
Posted today
Job Viewed
Job Description
The Opportunity.
We are seeking for a highly capable data quality analyst to validate all data developments and reports that the data team is building for Singlife Philippines to enhance accuracy and integrity of our organization's data.
He/She should exhibit extensive knowledge of data analysis techniques and experience in a similar role. He/She will be someone whose data analysis expertise results in reliable information for company executives.
The Role.
- Running data queries to identify coding issues and data exceptions, as well as cleaning data.
- Validate data ingestion jobs and scripts if accurate based on requirements and/or mappings.
- Validate dashboards and reports produced by the data team to ensure reliability of information based on business requirements.
- Reporting data analysis findings to management to inform business decisions and prioritize information system needs.
- Documenting processes and maintaining data records.
- Adhering to best practices in data analysis and collection.
The Expertise.
- Bachelor's degree in statistics, mathematics, computer science, information management, or similar.
- At least 5 years of experience in data analysis.
- Proficiency in programming languages, including Structured Query Language (SQL)
- Exceptional analytical skills.
- Advanced problem-solving skills.
- Knowledge of best practices in data analysis.
- Excellent interpersonal and communication skills.
About us.
Thakral One is a consulting and technology services company headquartered in Singapore, with a pan-Asian presence. We focus primarily around technology-driven consulting, adoption of value-added bespoke solutions, enabling enhanced decision support through data analytics, and embracing possibilities in the cloud. We are heavily inclined towards building capabilities collaboratively with clients and believe strongly in improving grounded and practical outcomes. This approach is possible through our partnership with leading global technology providers and internal R&D teams. Our clients come from Financial Services, Banking, Telco, Government, Healthcare, and Consumer-oriented organisations.
Data Quality Analyst
Posted today
Job Viewed
Job Description
Sharpen Analytics That Drive Real-World Health Outcomes
In the world of academic medicine, data isn't just numbers-it's knowledge in motion. At the Medical University of South Carolina (MUSC), one of the nation's top academic health systems, information fuels education, drives research, and sharpens patient care. With nearly two centuries of legacy and a decade-long reign as South Carolina's No. 1 hospital, MUSC is where healthcare and higher learning converge. If you're looking to make your skills count in both classrooms and clinics, this is where your impact begins.
What You'll Actually Do
Be part of our client's team as a Data Quality Analyst and make a real impact by validating and improving the data that drives smarter healthcare decisions. You'll work with a skilled team to ensure the accuracy and reliability of crucial supply chain datasets.
The Basics: What to Expect
- Employment Type: Full-time
- Shift: Monday to Friday, 08:00 PM to 05:00 AM (EST)
- Work Setup: Onsite in Ortigas (with potential for Hybrid or WFH transition)
What's In It for You
- Day 1 HMO coverage with free dependent
- Competitive Salary Package
- Night differential pay to maximize your earnings
- Prime office location in Ortigas (Easy access to MRT stations, restaurants, and banks)
- Fixed weekends off
- Fully customized Emapta laptop with peripherals
- Unlimited upskilling through Emapta Academy courses (Want to know more? Visit )
- Free 24/7 access to our office gyms (Ortigas and Makati) with a free physical fitness trainer
- Exclusive Emapta Lifestyle perks (hotel and restaurant discounts, and more)
- Unlimited opportunities for employee referral incentives across the organization
- Standard government and Emapta benefits
- Total of 20 annual leaves to be used on your own discretion (including 5 credits convertible to cash)
- Fun engagement activities for employees
- Mentorship and exposure to global leaders and teams
- Career growth opportunities
- Diverse and supportive work environment
What You Bring to the Table
Education & Experience
- Bachelor's degree in Data Analytics, Information Systems, Statistics, or a related field
- 1-3 years of experience in data quality, analytics, or master data, preferably in a healthcare or supply chain environment
- Experience with healthcare or supply chain data (highly desirable)
Technical Proficiency
- Advanced Microsoft Excel skills (INDEX/MATCH, pivot tables, VLOOKUP/XLOOKUP, error checking, conditional logic)
- Familiarity with ERP and supply chain systems such as Workday or Oracle
- Basic knowledge of SQL or Power BI (a plus)
Soft Skills
- Strong attention to detail and a commitment to data integrity and consistency
- Clear written and verbal communication skills for collaborating with global teams
- Proactive mindset in asking questions and resolving ambiguity
- Organized, methodical, and accountable in documenting and tracking work
What You'll Handle: Your Day-to-Day
Data Quality Assurance
- Perform routine audits on supply chain data (pricing, supplier, contract, UOM) using Excel and SharePoint trackers
- Validate pricing strings, packaging units, and manufacturer/supplier part numbers
- Ensure item data integrity across systems such as Workday and Vizient
- Review duplicate entries, invalid descriptions, missing fields, and incorrect match relationships
Error Identification & Resolution
- Analyze and reconcile mismatched or missing OD numbers, pricing discrepancies, and inconsistent metadata
- Flag anomalies in cross-referenced documents or market share data and recommend corrections
- Maintain a log of detected issues and coordinate remediation with MDM Analysts, Contracts, and Category Managers
Reporting & Monitoring
- Generate weekly and monthly reports summarizing data quality trends, error rates, and resolution timelines
- Track audit results across various categories (item master, market share, cross documents, contract alignments)
Collaboration & Documentation
- Communicate clearly and concisely via email and Teams to verify data or request additional information
- Document SOPs for data audit processes and contribute ideas for workflow improvements
- Raise red flags or propose new checkpoints to reduce data integrity risks
- Assist with data validation and cleanup for new item launches, contract updates, and sourcing reviews
- Participate in pre- and post-load audits tied to sourcing or compliance initiatives
Welcome to Emapta Philippines
Join a team that values camaraderie, excellence, and growth. Recognized as one of the Top 20 Dream Companies of Filipinos in 2024, Emapta stands proudly alongside industry giants, offering stability and exciting career opportunities. Your career flourishes here with competitive compensation, international clients, and a work culture focused on collaboration and innovation. Work with global clients across industries, supported by a stable foundation and like-minded professionals passionate about making an impact. We empower your success with opportunities for personal and professional development in an inclusive environment. Apply now and be part of the #EmaptaEra
Data Quality Analyst
Posted today
Job Viewed
Job Description
Tahche Outsourcing Services Inc. is an outsourcing company with clients throughout the United States based in Cebu City, Philippines. Over 300 employees work for us in various fields and are rapidly growing.
Our client was founded in 1977 and still remains committed to delivering excellence by providing quality data to its clients around the world using flexible, responsive, state-of-the-art products. From data collection to knowledge enrichment, online or off, our passionate and driven team connects the companies and communities we serve, while embracing and driving change in the market research industry.
They are looking for a Data Quality Analyst to support the Online Research Department by analyzing and verifying market research data to ensure accurate, high-quality project deliveries. This role primarily uses SPSS to read, write, and modify SPSS syntax, verifying that data files (.sav) conform to client specifications. The Data Quality Analyst must also communicate any issues or discrepancies promptly and clearly to Project Managers or other relevant staff.
This is a full-time role, US Shift, and a Work from Home (WFH) set-up.
If you have the right skill set, this may be your opportunity to enter this fast-growing organization.
Essential Job Functions and Responsibilities (What is done and why in order of importance)
- Use SPSS syntax to review and verify .sav files, ensuring the layout, logic, and data align with the specifications provided by the client's documentation.
- Perform basic data processing tasks (e.g., appending, transforming, merging) in SPSS to ensure clean data for overall analysis.
- Document and communicate any issues or discrepancies in a clear, concise manner—via email, Slack, or other established channels—to Project Managers, Department Managers, or VPs.
- Participate in weekly Teams audio calls and provide updates on workload, progress, and any barriers to timely completion.
- Respond to assignments from QA Lead, Department Manager, or VP, providing feedback to ensure prompt resolution of tasks and adherence to project timelines.
- Collaborate with team leads and department managers to establish realistic client deadlines and immediately escalate any issues that threaten agreed-upon delivery dates.
- Fulfill any other tasks and projects as assigned by executive management.
Other Job Functions and Responsibilities
Commitment: Knowledgeable about market research, dedicated to the goals of the company while promoting a positive culture to ensure good relationships, overall satisfaction and profitability.
Accessibility: Must be able to access and function within areas key to productivity. Adequate manual dexterity to operate assigned and shared office equipment
Communications: Must speak clearly and fluently to communicate on a wide range of topics. Above average reading comprehension, and grammatically correct written communication skills. Must have the ability to understand and respond intelligently to business correspondence. Interpersonal skills as needed to persuade, manage conflict, debate and negotiate. Response to pressure should be calm and reasonable.
Judgment: Comprehension of job requirements and procedures. Can initiate and perform work assignments under minimal supervision that may be broad, varied, and complex in nature. Employee must have the ability to use educated and intuitive judgment to make decisions.
Flexibility: Must be able to work in a shifting environment with ability to juggle and prioritize multiple, competing tasks and demands and to seek supervisory assistance as appropriate.
Analysis: Mathematical aptitude; use of numeric calculations for accuracy of reports and tasks.
Organization: Organizational and time management skills sufficient to plan and accomplish assigned goals.
Logic: Deductive reasoning ability to enable the appropriate application of general concepts to specific situations. Able to translate theory into business practices. Employee must apply experience, skills and information to identify problems and plan strategic resolutions.
Work Ethics: Must be willing to work hard, be dependable and responsible, possess a positive attitude and maintain a sense of honesty and integrity.
Core Values: Passionate and Driven * Delivering Excellence * Embracing and Driving Change * Career Growth and Development * Keeping it fun.
Education, Experience & Skills
Education:
Minimum requirement is a Bachelor's Degree or related job experience.
Specific Job Experience:
- Computer-savvy with some programming experience
- Strong understanding of data processing and statistical methodology
- Proficiency in SPSS Syntax
Job Types: Full-time, Permanent
Pay: Php65, Php80,000.00 per month
Benefits:
- Additional leave
- Company Christmas gift
- Company events
- Health insurance
- Life insurance
- Promotion to permanent employee
- Work from home
Application Question(s):
- What's you experience with SPSS Syntax? (descriptive, frequencies, regressions, data manipulation, etc)
- Are you willing to work on a US shift?
Work Location: In person
Data Quality Analyst
Posted today
Job Viewed
Job Description
Are you detail-oriented and passionate about data accuracy? Join us as a Data Analyst focused on data de-duplication within Salesforce. In this role, you'll play a key part in cleaning up and maintaining high-quality data that drives smart business decisions.
What You'll Do
- Review and analyze Salesforce account records to spot duplicates and inconsistencies
- Compare key fields like names, addresses, and industries to identify the most accurate records
- Use RingLead or similar tools to merge and de-duplicate data following clear, structured workflows
- Document your work carefully and flag any unclear or complex cases for further review
- Collaborate with internal teams to ensure data integrity across the board
What We're Looking For
- Comfortable navigating Salesforce UI and understanding Account structures, fields, and related records (Contacts, Opportunities, etc.)
- Strong data analysis skills with an eye for detail and accuracy
- Experience with RingLead or similar deduplication tools is a plus but not required-you'll follow a guided process
- Process-driven mindset: you follow workflows closely and know when to escalate issues
- Good communication skills for documenting results and raising concerns
- Able to work a North America shift to effectively collaborate with US-based teams
Why This Role?
- Make an Impact: Help improve data quality that supports critical business decisions
- Dynamic Office: Work in the heart of BGC, Taguig City, surrounded by a vibrant business community.
- Short-Term Contract: Perfect for those looking to contribute meaningfully in a focused timeframe, with potential to extend
Ready to help us clean up and optimize our Salesforce data?
Send us your resume and a brief note about your experience with data analysis or Salesforce
Job Types: Full-time, Fixed term
Contract length: 2 months
Pay: Php30, Php40,000.00 per month
Benefits:
- Company Christmas gift
- Health insurance
Work Location: In person
Data Quality Analyst
Posted today
Job Viewed
Job Description
The
Data Quality Analyst
supports the Online Research Department by analyzing and verifying market research data to ensure accurate, high-quality project deliveries. This role primarily uses SPSS to read, write, and modify SPSS syntax, verifying that data files (.sav) conform to client specifications. The Data Quality Analyst must also communicate any issues or discrepancies promptly and clearly to Project Managers or other relevant staff.
Essential Job Functions and Responsibilities
(What is done and why in order of importance)
- Use SPSS syntax to review and verify .sav files, ensuring the layout, logic, and data align with the specifications provided by the clients documentation.
- Perform basic data processing tasks (e.g., appending, transforming, merging) in SPSS to ensure clean data for overall analysis.
- Document and communicate any issues or discrepancies in a clear, concise mannervia email, Slack, or other established channelsto Project Managers, Department Managers, or VPs.
- Participate in weekly Teams audio calls and provide updates on workload, progress, and any barriers to timely completion.
- Respond to assignments from QA Lead, Department Manager, or VP, providing feedback to ensure prompt resolution of tasks and adherence to project timelines.
- Collaborate with team leads and department managers to establish realistic client deadlines and immediately escalate any issues that threaten agreed-upon delivery dates.
- Fulfill any other tasks and projects as assigned by executive management.
Other Job Functions And Responsibilities
Commitment:
Knowledgeable about market research, dedicated to the goals of the company while promoting a positive culture to ensure good relationships, overall satisfaction and profitability.
Communications:
Must speak clearly and fluently to communicate on a wide range of topics. Above average reading comprehension, and grammatically correct written communication skills. Must have the ability to understand and respond intelligently to business correspondence. Interpersonal skills as needed to persuade, manage conflict, debate and negotiate. Response to pressure should be calm and reasonable.
Judgment:
Comprehension of job requirements and procedures. Can initiate and perform work assignments under minimal supervision that may be broad, varied, and complex in nature. Employee must have the ability to use educated and intuitive judgment to make decisions.
Analysis:
Mathematical aptitude; use of numeric calculations for accuracy of reports and tasks.
Organization:
Organizational and time management skills sufficient to plan and accomplish assigned goals.
Logic:
Deductive reasoning ability to enable the appropriate application of general concepts to specific situations. Able to translate theory into business practices. Employee must apply experience, skills and information to identify problems and plan strategic resolutions.
Work Ethics:
Must be willing to work hard, be dependable and responsible, possess a positive attitude and maintain a sense of honesty and integrity.
Core Values:
We are committed to our Core Values; Passionate and Driven * Delivering Excellence * Embracing and Driving Change * Career Growth and Development * Keeping it fun.
Education
Education, Experience & Skills
Minimum requirement is a Bachelors Degree or related job experience.
Specific Job Experience
- Computer-savvy with some programming experience
- Strong understanding of data processing and statistical methodology
- Proficiency in SPSS
- Proficient in Microsoft Outlook, Excel, and Word
- Open to learning new processes and taking on new challenges
- Quick learner with keen attention to detail
- Demonstrated independent thinking skills
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Data Quality Analyst
Posted today
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Job Description
Data Quality Analyst
Location:
Makati, Metro Manila, Philippines
Company:
Smart (PLDT Group)
Ready to turn data into real business impact?
At Smart, we believe that data is more than just numbers—it's the fuel for innovation, smarter decisions, and a better digital future for millions of Filipinos. We're looking for a
Data Quality Analyst
who's passionate about making data work harder, cleaner, and smarter for everyone.
What You'll Do
- Be a Data Champion:
Collaborate with teams across the business to drive data quality, integrity, and best practices. - Solve Real Problems:
Use your analytical skills to uncover data issues, run statistical tests, and recommend solutions that make a difference. - Innovate & Automate:
Design and develop automated data quality checks and audit plans—your ideas for process improvement will be heard and implemented - Empower Others:
Help data owners and stewards implement frameworks and master data management, making everyone's data journey smoother. - Lead Change:
Campaign for smarter, simpler, and more automated data processes. Your voice will help shape how we manage and use data at scale.
What We're Looking For
- Bachelor's degree in IT, Computer Science, Statistics, or a related field.
- Experience in data quality, data governance, or master data management is a big plus.
- Strong analytical and problem-solving skills—you love digging into data and finding insights.
- Familiarity with data quality tools, ETL processes, and automation.
- Excellent communication and collaboration skills—you're a team player who can work with anyone.
- Agile, curious, and always eager to learn new things.
Why Join Smart?
- Impact:
Your work will help shape the digital experience of millions. - Growth:
We invest in your learning and development—grow your career with us - Culture:
Join a dynamic, collaborative, and forward-thinking team. - Innovation:
Be part of a company that's always pushing boundaries in tech and data.
Ready to make your mark on the future of data? Apply now and help us build a smarter, data-driven Philippines
Data Quality Analyst
Posted today
Job Viewed
Job Description
Responsibilities:
- Monitoring and maintaining data quality within the system.
- Conducting root cause analysis on data inconsistencies and proposing corrective actions.
- Assisting in the development and refinement of performance reports.
- Collaborating with internal teams to align data practices with reporting requirements.
Qualifications:
- Data analysis and data management experience
- Proficiency in data analysis tools: MS Excel, Power BI
- Experience with enterprise data systems and reporting frameworks.
Data Quality Analyst
Posted today
Job Viewed
Job Description
COMPANY BACKGROUND
Fenics Market Data ("FMD") is the exclusive distributor of data for BGC Group, Inc. (NASDAQ:BGC) and its affiliates ("BGC Group Entities"), a leading global brokerage group of companies servicing the financial markets through many brands including, but not limited to: BGC, GFI, RP Martin, Continental Capital Markets, Amerex, Aurel BGC, Aurel, Sunrise, Remate, Radix, Trident, BGC Liquidez, Poten & Partners, Ginga and Perimeter Markets.
The BGC Group offers customers access to more than 200 financial products within fixed income securities, interest rate swaps, foreign exchange, equities, equity derivatives, credit derivatives, commercial real estate, commodities, futures, and structured products. Fenics Market Data captures and curates observable, indicative, and Level 2 (Order/Trade) data across BGC and relevant products to create comprehensive data packages. BGC provides in-depth insight into the global OTC markets.
The Fenics Market Data Operations group is responsible for operational initiatives, development and execution; data quality, data integrity and data distributions for our voice, hybrid and electronically traded brokering products.The group also provides support for business development, sales and strategic vendor engagements as well as primary ongoing product issues.
JOB DESCRIPTION
This role is within FMD Operations/Data Quality Assurance team ("DQA") and is responsible for analysing and managing the quality of FMD data. This position is vital for ensuring adherence to client-service-level agreements (SLAs) and meeting data monitoring/reporting requirements. The role will represent APAC/EMEA/AMER and collaborate closely with the global DQA group, broking desks, pricing team, and quantitative developers. As a member of the FMD Operations/DQA team, the role will involve interaction with various stakeholders, including Operations, Technology, Market Data Assurance, Product Management, Business Development and Sales Teams globally to resolve market data quality issues.
Principal Responsibilities:
- Working with the FMD support teams to meet all SLA related reporting, proactively addressing any data content challenges.
- Acting as a intermediary between the Client Services team and the Data Product/Strategy development teams to facilitate clear communication of client needs and expectations.
- Monitoring and analysing applications and systems related to DQA, operations, alerting and distribution. Identifying any potential issues or anomalies in data flow and work with technical teams to implement solutions.
- Define, test and Implement data monitoring tools tailored to various FMD data products, ensuring they meet operational requirements and enhance data quality oversight.
- Performing regular review on content issue reports and setting targets for improvement in data quality.
- Oversee the maintenance of historical data, ensuring the accuracy and integrity of data uploading to internal databases.
- Documentation of the data validation process and update of client content specification.
- Systematic logging and reporting of content issues and data quality assurance.
JOB REQUIREMENTS:
- 2-5 years experience in finance and data quality or relevant experience preferred.
- Willingness to work during North America hours.
- Knowledge of financial products, OTC markets and trading room environment preferred, involved in operations, data management roles.
- Relevant degree in Information Management, Business Studies, Economics and Finance.
- Understanding of data quality monitoring tools, data feed API protocols and data distribution/contribution solutions would be beneficial.
- Familiarity with key financial information vendor systems and infrastructure / distribution systems. e.g. LSEG, Bloomberg etc.
- Detail orientated and proficient with intermediate, excellent communication skills.
- Ability to work and function under pressure, handle multiple tasks and shifting priorities.
- Database skills (Analytics / SQL / KDB) and advanced Microsoft Excel skills.