Data Analysis & Reporting * Analyze large volumes of data to identify trends in payment behavior ... Monitor key KPIs such as aging, roll rates, Collection Effectiveness Index (CEI), Smart Collections ...
Data Analysis & Reporting * Analyze large volumes of data to identify trends in payment behavior ... Monitor key KPIs such as aging, roll rates, Collection Effectiveness Index (CEI), Smart Collections ...
Data Collection Senior Analyst
Chicago, IL · Hybrid
$98K - $150K/yr
The Data Collection Senior Analyst supports clients and matter teams by executing defensible electronic data collections for litigation, investigations, and regulatory matters. Working with the Data ...
Data Collection Senior Analyst
Chicago, IL · Hybrid
$98K - $150K/yr
The Data Collection Senior Analyst supports clients and matter teams by executing defensible electronic data collections for litigation, investigations, and regulatory matters. Working with the Data ...
Data Collection Senior Analyst
New York, NY · Hybrid
$98K - $150K/yr
The Data Collection Senior Analyst supports clients and matter teams by executing defensible electronic data collections for litigation, investigations, and regulatory matters. Working with the Data ...
Data Collection Senior Analyst
New York, NY · Hybrid
$98K - $150K/yr
The Data Collection Senior Analyst supports clients and matter teams by executing defensible electronic data collections for litigation, investigations, and regulatory matters. Working with the Data ...
Credit & Collection Analyst
Schaumburg, IL · On-site
$88K - $92K/yr
Analyze and spread financial data, compile reports and ratios and review each assigned account and ... Have 5 years of experience in a Credit and Collection environment requiring outbound calling ...
Credit & Collection Analyst
Schaumburg, IL · On-site
$88K - $92K/yr
Analyze and spread financial data, compile reports and ratios and review each assigned account and ... Have 5 years of experience in a Credit and Collection environment requiring outbound calling ...
Data Collection Specialist
Manhattan, NY · On-site
They are seeking a Data Collection Specialist to manage research collections for AR/VR products, evaluate feedback, and guide technical requirements through data analysis and reporting.
Data Collection Specialist
Manhattan, NY · On-site
They are seeking a Data Collection Specialist to manage research collections for AR/VR products, evaluate feedback, and guide technical requirements through data analysis and reporting.
Data Collection Specialist
New York, NY · On-site
$19 - $20.43/hr
As a Data Collection Specialist , you will make an impact by managing research collections with ... The Data Collections Specialist will also develop analytical methods for consolidating data inputs ...
Data Collection Specialist
New York, NY · On-site
$19 - $20.43/hr
As a Data Collection Specialist , you will make an impact by managing research collections with ... The Data Collections Specialist will also develop analytical methods for consolidating data inputs ...
AR Collection Analyst
Fort Smith, AR · Hybrid
$23.25 - $29.75/hr
AR Team Lead US __ As an AR Collection Analyst, you will manage a portfolio of customer accounts in ... Provide data to sales/finance/credit regarding customer pay performance to aid in decisions of ...
AR Collection Analyst
Fort Smith, AR · Hybrid
$23.25 - $29.75/hr
AR Team Lead US __ As an AR Collection Analyst, you will manage a portfolio of customer accounts in ... Provide data to sales/finance/credit regarding customer pay performance to aid in decisions of ...
Analyze and spread financial data, compile reports and ratios and review each assigned account and ... Have 5 years of experience in a Credit and Collection environment requiring outbound calling ...
Quick apply
Analyze and spread financial data, compile reports and ratios and review each assigned account and ... Have 5 years of experience in a Credit and Collection environment requiring outbound calling ...
Credit & Collection Analyst
$88K - $92K/yr
Analyze and spread financial data, compile reports and ratios and review each assigned account and ... Have 5 years of experience in a Credit and Collection environment requiring outbound calling ...
Credit & Collection Analyst
$88K - $92K/yr
Analyze and spread financial data, compile reports and ratios and review each assigned account and ... Have 5 years of experience in a Credit and Collection environment requiring outbound calling ...
Data Analyst III
Stamford, CT · Hybrid
Performing data collection, analysis, validation, and reporting * Designing, testing, and documenting processes and SQL queries * Extracting and analyzing data from multiple sources * Responding to ...
Data Analyst III
Stamford, CT · Hybrid
Performing data collection, analysis, validation, and reporting * Designing, testing, and documenting processes and SQL queries * Extracting and analyzing data from multiple sources * Responding to ...
Responsible for the collection and management of the accounts receivable of the product sales ... data (i.e. balance sheets, income statements) (5%) • Analyze Trade payment reports regarding ...
Responsible for the collection and management of the accounts receivable of the product sales ... data (i.e. balance sheets, income statements) (5%) • Analyze Trade payment reports regarding ...
Work with Data Collection Analysts to set well-defined data collection tasks for products in development * Coordinate basic product testing including recruiting testers, booking facilities and ...
Work with Data Collection Analysts to set well-defined data collection tasks for products in development * Coordinate basic product testing including recruiting testers, booking facilities and ...
The project is expected to last from 3 to 6 months and will cover different data collection areas ... analyzing resumes, or assessing responses. These tools assist our recruitment team but do not ...
Quick apply
Rekor leverages computer vision, machine learning, and big data analytics to drive AI-enabled IoT ... Loading video and data collection equipment * Transporting equipment to traffic study locations
Quick apply
Rekor leverages computer vision, machine learning, and big data analytics to drive AI-enabled IoT ... Loading video and data collection equipment * Transporting equipment to traffic study locations
Traffic Data Collection Technician
Elgin, SC · Remote
$20 - $22/hr
Rekor leverages computer vision, machine learning, and big data analytics to drive AI-enabled IoT ... Loading video and data collection equipment * Transporting equipment to traffic study locations
Quick apply
Traffic Data Collection Technician
Elgin, SC · Remote
$20 - $22/hr
Rekor leverages computer vision, machine learning, and big data analytics to drive AI-enabled IoT ... Loading video and data collection equipment * Transporting equipment to traffic study locations
Credit and Collection Analyst
Tulsa, OK · On-site
The Credit and Collection Analyst I is responsible for evaluating customer credit risk and ... Evaluates the credit risk of new and existing customers through analysis of financial data, payment ...
Credit and Collection Analyst
Tulsa, OK · On-site
The Credit and Collection Analyst I is responsible for evaluating customer credit risk and ... Evaluates the credit risk of new and existing customers through analysis of financial data, payment ...
Responsible for the collection and management of the accounts receivable of the product sales ... Analyze customer financials utilizing financial data (i.e. balance sheets, income statements) (5%) ...
Responsible for the collection and management of the accounts receivable of the product sales ... Analyze customer financials utilizing financial data (i.e. balance sheets, income statements) (5%) ...
PREFERRED QUALIFICATIONS - Bachelor's degree or equivalent - Experience with behavioral data collection, scenario-driven data collection and quantitative data analysis - Experience with consumer ...
PREFERRED QUALIFICATIONS - Bachelor's degree or equivalent - Experience with behavioral data collection, scenario-driven data collection and quantitative data analysis - Experience with consumer ...
PREFERRED QUALIFICATIONS - Bachelor's degree or equivalent - Experience with behavioral data collection, scenario-driven data collection and quantitative data analysis - Experience with consumer ...
PREFERRED QUALIFICATIONS - Bachelor's degree or equivalent - Experience with behavioral data collection, scenario-driven data collection and quantitative data analysis - Experience with consumer ...
Process Data Collection Specialist to support critical manufacturing data collection activities at ... What You'll DoBe a contributing team member to a larger team of Data Scientists, Business Analysts ...
Process Data Collection Specialist to support critical manufacturing data collection activities at ... What You'll DoBe a contributing team member to a larger team of Data Scientists, Business Analysts ...
Data Collection Analyst information
See salary details
$34K - $43.3K
4% of jobs
$43.3K - $52.5K
7% of jobs
$52.5K - $61.8K
13% of jobs
$62.4K is the 25th percentile. Wages below this are outliers.
$61.8K - $71.1K
18% of jobs
The median wage is $75.4K / yr.
$71.1K - $80.4K
16% of jobs
$80.4K - $89.6K
13% of jobs
$93.1K is the 75th percentile. Wages above this are outliers.
$89.6K - $98.9K
9% of jobs
$98.9K - $108.2K
5% of jobs
$108.2K - $117.5K
9% of jobs
$117.5K - $126.7K
3% of jobs
$126.7K - $136K
2% of jobs
$34K
$82.6K
$136K
How much do data collection analyst jobs pay per year?
What are the key skills and qualifications needed to thrive as a Data Collection Analyst, and why are they important?
What are some common challenges Data Collection Analysts face when ensuring data accuracy and integrity?
What are Data Collection Analysts?
What is the difference between Data Collection Analyst vs Data Analyst?
| Aspect | Data Collection Analyst | Data Analyst |
|---|---|---|
| Primary Focus | Gathering and organizing data from various sources | Analyzing, interpreting, and visualizing data |
| Skills & Certifications | Data collection tools, database management, basic analytics | Statistical analysis, data visualization, programming (e.g., SQL, Python) |
| Work Environment | Data entry, database management, field data collection | Data analysis, reporting, decision support |
| Industry Usage | Market research, survey data, operational data | Business intelligence, marketing, finance |
While both roles involve working with data, the Data Collection Analyst primarily focuses on gathering and organizing data, whereas the Data Analyst emphasizes analyzing and interpreting data to support decision-making. Understanding these differences helps in choosing the right career path or job search focus.

Full-time
Posted 16 days ago
Job description
What's the role?
As a Collections Analyst, you will be responsible for analyzing collection performance, identifying trends in customer payment behavior, and providing actionable insights to improve recovery strategies, operational efficiency, and cash flow performance. In this role, you will support B2C Collections operations through reporting, KPI monitoring, process optimization, and cross-functional collaboration with Billing, Finance, IT, and Operations teams. The position reports to the Manager, Credit and Collections.
How can you add value?
- Monitor outstanding revenue to meet agreed targets.
- Data Analysis & Reporting
- Analyze large volumes of data to identify trends in payment behavior, delinquency, and recovery performance
- Develop and maintain recurring and ad hoc reports using intermediate Excel and BI tools
- Monitor key KPIs such as aging, roll rates, Collection Effectiveness Index (CEI), Smart Collections strategy effectiveness, and payment plan performance
- Generate insights and recommendations to improve collections performance and reduce bad debt exposure
- Support the Collections Manager in preparing and presenting executive summaries, dashboards, and performance updates
- Operational Support
- Support B2C collections operations through data analysis and performance tracking
- Assist with account-level analysis, dispute validation, and resolution support
- Occasionally post and reconcile customer payments, ensuring accurate application
- Collaborate with back-office teams to ensure proper account handling and status updates
- Provide support during audit processes as required
- Systems & IT Ticket Management
- Manage IT tickets end-to-end related to reporting, data quality, and tool enhancements
- Serve as the liaison between Collections Operations and IT to define and prioritize business requirements
- Track, document, and ensure timely resolution of system issues and reporting gaps
- Execute User Acceptance Testing (UAT) for system changes and new reporting solutions
- Drive automation and continuous improvement initiatives to enhance reporting efficiency and accuracy
- Cross-Functional Collaboration
- Collaborate with Billing, Finance, Collections (Frontline), IT, and Operations teams to align data, processes, and improvement initiatives
- Support initiatives such as dunning optimization, segmentation strategies, and Smart Collections programs
- Align processes for SOX approval and review accounts for potential bad debt loss, making reserve recommendations.
- Collaborate with multiple departments (Credit, Customer Operations, Enterprise, Commercial, Billing, Accounting, Tax, and Treasury) to improve processes impacting cash flow, ensuring compliance with credit policies, collection rules, and regulations.
- Demonstrate and ensure compliance with the Customer First Philosophy, all Liberty PR and LLA policies and procedures including the Code of Conduct and Liberty safety standards and procedures.
- Other functions that may be assigned.
What do you need?
Education and/or Experience:Bachelor’s degree in quantitative field (Finance, Accounting, Statistics, Business Administration) or similar sound secondary education.
2-3 years of experience with revenue, credit, collections, good experience of accounting principles, specifically the accounts receivable area and revenue recognition, experience dealing with large volumes of customers, knowledge of laws, regulations and rules concerning collections.
Other Qualifications:
- Bilingual
- Excellent Customer Service and Client Relations Skills
- Outstanding Analytical Skills for Large Data Volumes
- Knowledge in Finance within a Central Operations Environment
- Proficient Digital Literacy with Microsoft Word, Outlook, Excel, and PowerPoint
- Strong Interpersonal Skills, Critical Thinking, and Compassionate Approach
Liberty Puerto Rico provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, sexual orientation, gender identity, protected veteran, disability status or genetic information. In addition to federal law requirements, Liberty aligns with applicable local laws governing nondiscrimination in employment in every location in which the company has facilities. This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation, and training.
Assessment, background check and drug test will be required to successful candidate.
If you believe you have been discriminated against you may notify the Equal Employment Opportunity Commission, the Federal Communications Commission, or other appropriate agency.
What do you need?
Education and/or Experience:Bachelor’s degree in quantitative field (Finance, Accounting, Statistics, Business Administration) or similar sound secondary education.
2-3 years of experience with revenue, credit, collections, good experience of accounting principles, specifically the accounts receivable area and revenue recognition, experience dealing with large volumes of customers, knowledge of laws, regulations and rules concerning collections.
Other Qualifications:
- Bilingual
- Excellent Customer Service and Client Relations Skills
- Outstanding Analytical Skills for Large Data Volumes
- Knowledge in Finance within a Central Operations Environment
- Proficient Digital Literacy with Microsoft Word, Outlook, Excel, and PowerPoint
- Strong Interpersonal Skills, Critical Thinking, and Compassionate Approach
Liberty Puerto Rico provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, sexual orientation, gender identity, protected veteran, disability status or genetic information. In addition to federal law requirements, Liberty aligns with applicable local laws governing nondiscrimination in employment in every location in which the company has facilities. This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation, and training.
Assessment, background check and drug test will be required to successful candidate.
If you believe you have been discriminated against you may notify the Equal Employment Opportunity Commission, the Federal Communications Commission, or other appropriate agency.