Role Description We are seeking a Linguist - Arabic (Saudi Dialect) to act as evaluators. AI models are now learning to communicate with human-like nuance, and we need fluent speakers to ensure these models understand the depth and nuance of the Arabic language. - You will be completing side-by-side evaluations of both text and voice snippets, assessing how naturally and authentically the AI captures Arabic speech. - This includes listening to audio clips and identifying how natural the voice sounds. - This is a fast-paced project where your ear for detail directly influences how AI understands human language. - Researchers looking for your skills tend to pay between $20-26/hr. - You must be prepared to complete paid tasks that require one hour of uninterrupted work, though many are shorter. Qualifications - Arabic language fluency: you must be a fluent Arabic speaker with a strong command of natural, everyday Arabic. - Linguistic nuance: an ability to distinguish subtle differences in accent, tone, and vocal delivery. - Communication: fluent English skills for instruction following and reporting. - Soft skills: high attention to detail; backgrounds in linguistics or translation are a plus. - Technical setup: access to a quiet environment and good quality headphones/speakers. - A PayPal account to receive payment from our clients. Requirements - Side-by-side evaluation: comparing text and voice snippets to assess quality and authenticity. - Naturalness assessment: listening to AI-generated audio and rating how natural the voice sounds. - Quality control: identifying where the AI's tone or pronunciation feels unnatural or culturally mismatched. - Contextual review: identifying whether intonation matches the cultural context of the conversation. - Data tagging: providing feedback on the naturalness, tone, and authenticity of the audio. Benefits - Chance to influence the AI models of the future using your professional expertise. - Competitive pay rates. - Flexible hours. - Ability to work from home.

• Ensure that recruitment tasks assigned for projects in Austria, Switzerland regions and any other QQFS assigned markets are fully executed • Reach out to M3 Global Research panelists via phone and carry out cold calling to recruit respondents on allocated projects • Proactively plan, organize and implement panel recruitment solutions on allocated projects • Provide updates in the given format and timings to the project management team on the work done for projects • Flag to the senior manager projects of concern, when recruitment progress is off track • Ensure that outsource targets for allocated markets are achieved • Ensure that monthly registrations targets are met for region and any other QQFS assigned markets are fully executed • Execute the allocated panel building initiatives in Scandinavia region and any other QQFS assigned markets

• Ensure that recruitment tasks assigned for projects in Austria, Switzerland regions and any other QQFS assigned markets are fully executed • Reach out to M3 Global Research panelists via phone and carry out cold calling to recruit respondents on allocated projects • Proactively plan, organize and implement panel recruitment solutions on allocated projects, aiming to maximize internal resources, reduce outsource cost and ensure successful project delivery • Provide updates in the given format and timings to the project management team on the work done for projects, progress, results and action plans to deliver the allocated studies within the provided timelines and specs • Flag to the senior manager projects of concern, when recruitment progress is off track and it is likely to require partners • Ensure that outsource targets for allocated markets are achieved • Ensure that monthly registrations targets are met for region and any other QQFS assigned markets are fully executed • Call new registrants to confirm and update email addresses • Call users to reactivate their accounts • Work across multiple systems to investigate, troubleshoot and handle inquiries and complaints, provide appropriate solutions and alternatives, and follow up to ensure resolution • Work with the Project Management team to resolve project specific issues for members/respondents • Ensure that respondent inquiries are handled according to company policy regarding outcomes and time to resolution • Provide input on and assist with updating communication procedures, guidelines, and enhancements to the Support Ticket System • Build and maintain strong relationships with the panel members through timely and professional communication across multiple channels • Provide high quality support to M3 Global Research members via telephone and email/support ticket communication • Investigate fraud respondents and take action based on M3 data quality procedures • Complete the verification process for newly registered members • Complete link testing for online Market Research projects and overlays for qualitative online screeners

• Lead the identification, evaluation, and development of new technologies, products, or processes. • Stay at the forefront of industry trends, scientific advancements, and competitive technologies. • Apply deep technical expertise to solve complex challenges and create innovative solutions. • Design, prototype, and validate R&D concepts through modeling, simulation, experimentation, or proof-of-concept builds. • Conduct feasibility studies, cost-benefit analyses, and risk assessments for new initiatives. • Serve as the subject matter expert for assigned technical domains. • Prepare and publish research findings, reports, and technical documentation. • Ensure R&D projects adhere to organizational, regulatory, and ethical standards. • Participate in intellectual property development, including patents and technology disclosures.