Quality Analyst – Voice, Chat & Email (International Collections)

Skit.ai; Bengaluru; On-site; INR 450,000 - 750,000; Full time

Job summary

Skit.ai in Bangalore is seeking a detail-obsessed Quality Analyst to evaluate voice, chat and email interactions in an international collections environment. You'll assess both live agent calls and AI-driven conversations, ensuring scripts, compliance and quality standards are met.

Join a fast-paced, AI-powered team with night shifts (6:00 PM–3:00 AM IST), the chance to influence QA scorecards, and collaboration with training and operations to drive performance improvements.

Qualifications

• 2+ years of QA experience in an international BPO, with mandatory hands-on experience monitoring live agent calls in collections across voice and digital channels.
• Working knowledge of US collections regulations: FDCPA, CFPB, UDAAP, and TCPA, along with familiarity with collections terminology.
• Prior experience monitoring AI/bot-driven calls and providing constructive, actionable feedback is strongly preferred.
• Strong analytical and active-listening skills, with sharp attention to detail and the ability to spot patterns across large interaction volumes.
• Excellent verbal and written communication in English.
• Hands-on experience with QA scorecards, feedback platforms, and CRM/dialer tools.

Responsibilities

• Monitor and evaluate consumer collections interactions across voice, chat, and email - covering both live agent calls and AI-powered bot calls - to ensure adherence to scripts, compliance standards, and communication quality.
• Audit conversations for compliance with FDCPA, CFPB guidelines, UDAAP, TCPA, and other applicable collections regulations, flagging any deviations or risk exposure.
• Deliver structured, constructive feedback on agent performance - covering tone, empathy, process adherence, disclosure accuracy, objection handling, dispute management, and resolution outcomes.
• Evaluate bot conversations for accuracy, compliance, and customer experience, sharing actionable insights with AI/product and operations teams to drive continuous tuning.
• Partner with training and operations to surface patterns, recommend coaching interventions, and support targeted performance improvement plans for agents.
• Document quality scores, trends, and red flags through accurate, actionable reporting and dashboards.
• Participate in calibration sessions with internal stakeholders and clients, and contribute to the continuous refinement of QA scorecards and guidelines.
• Escalate high-risk, non-compliant, or sensitive conversations promptly in line with regulatory and internal protocols.

Skills

QA experience

US collections regulations

AI / bot feedback

Analytical listening

English communication

CRM/dialer tools

Tools

QA scorecards

CRM

Dialer tools

Job description

About Skit.ai

Skit.ai is the pioneering Conversational AI company transforming collections with omnichannel, GenAI-powered assistants. Our Collection Orchestration Platform - the world's first of its kind - streamlines collection conversations by syncing channels and accounts, while our Large Collection Model (LCM) powers the strategy engine that optimizes interactions, enhances customer experiences, and drives stronger bottom-line outcomes for enterprises.

About Skit.ai

Skit.ai is the pioneering Conversational AI company transforming collections with omnichannel, GenAI-powered assistants. Our Collection Orchestration Platform - the world's first of its kind - streamlines collection conversations by syncing channels and accounts, while our Large Collection Model (LCM) powers the strategy engine that optimizes interactions, enhances customer experiences, and drives stronger bottom-line outcomes for enterprises.

We've been recognized with the BIG AI Excellence Award 2024, the Stevie Gold Award 2023 for Most Innovative Company (International Business Awards), and CCW's Disruptive Technology of the Year 2022. Skit.ai is headquartered in New York City. Learn more at https://skit.ai

Job Title

Quality Analyst - Voice, Chat & Email (International Collections)

Location

Bangalore (100% Work from Office)

Shift

6:00 PM - 3:00 AM IST

Function

Quality Assurance | Collections Operations

About The Role

Are you detail-obsessed, passionate about consumer conversations, and experienced in quality assurance for collections across voice and digital channels? Join our fast-paced, AI-powered collections team where every interaction matters - and where you'll have the unique opportunity to evaluate both human agent calls and AI-driven bot conversations side by side. We're looking for a Quality Analyst who can uphold the highest standards across voice, chat, and email interactions in a regulated, performance-driven environment, while bringing a constructive, improvement-focused mindset to feedback.

What You'll Do

• Monitor and evaluate consumer collections interactions across voice, chat, and email - covering both live agent calls and AI-powered bot calls - to ensure adherence to scripts, compliance standards, and communication quality.
• Audit conversations for compliance with FDCPA, CFPB guidelines, UDAAP, TCPA, and other applicable collections regulations, flagging any deviations or risk exposure.
• Deliver structured, constructive feedback on agent performance - covering tone, empathy, process adherence, disclosure accuracy, objection handling, dispute management, and resolution outcomes.
• Evaluate bot conversations for accuracy, compliance, and customer experience, sharing actionable insights with AI/product and operations teams to drive continuous tuning.
• Partner with training and operations to surface patterns, recommend coaching interventions, and support targeted performance improvement plans for agents.
• Document quality scores, trends, and red flags through accurate, actionable reporting and dashboards.
• Participate in calibration sessions with internal stakeholders and clients, and contribute to the continuous refinement of QA scorecards and guidelines.
• Escalate high-risk, non-compliant, or sensitive conversations promptly in line with regulatory and internal protocols.

What We're Looking For

• 2+ years of QA experience in an international BPO, with mandatory hands-on experience monitoring live agent calls in collections (first-party or third-party) across voice and digital channels.
• Working knowledge of US collections regulations: FDCPA, CFPB, UDAAP, and TCPA, along with familiarity with collections terminology (mini-Miranda, right-party contact, validation notices, cease & desist, skip tracing, etc.).
• Prior experience monitoring AI/bot-driven calls and providing constructive, actionable feedback is strongly preferred.
• Strong analytical and active-listening skills, with sharp attention to detail and the ability to spot patterns across large interaction volumes.
• Excellent verbal and written communication in English.
• Hands-on experience with QA scorecards, feedback platforms, and CRM/dialer tools.
• Comfortable working US-aligned night shifts (6:00 PM - 3:00 AM IST) from our Bangalore office, with weekends off.