Tsmg

About the Project TSMG is looking for contributors to support an AI language project focused on improving speech recognition systems. You will review AI-generated transcripts and convert them into a natural, readable text format by applying punctuation, capitalization, and formatting rules. This is not a traditional transcription project—you will not transcribe audio or rewrite the content. What You Will Do • Review AI-generated lexical transcripts. • Convert transcripts into display text by applying: • • punctuation; • capitalization; • formatting for numbers, dates, times, currencies, and other text normalization rules. • Keep all original words exactly as provided. • Use the reference audio only when necessary to resolve punctuation or formatting. • Follow detailed project guidelines and quality standards. • Complete assigned tasks within project deadlines. Requirements • Excellent written skills in the target language. • Strong attention to detail. • Ability to follow detailed instructions consistently. • Basic computer skills and a reliable internet connection. • Ability to work independently and meet productivity targets. • Previous experience in transcription, annotation, or linguistic projects is a plus but not required. • Training will be provided before the project starts.

About the Company Terry Soot Management Group (TSMG) is a field data collection company founded in 2017 in Europe. We collect data where automation is not possible. Our teams support projects involving speech recording, transcription, image and video collection, mapping, and AI training across Europe and North America. Project Overview We are looking for detail-oriented participants to join an audio transcription project supporting the development of speech recognition and conversational AI systems. Participants will listen to recorded audio conversations and accurately transcribe them into text following project guidelines. The work involves understanding spoken language, identifying speech patterns, and ensuring high transcription quality. This is a remote, flexible project suitable for people with strong listening and language skills. Responsibilities • Listen to recorded audio files in the target language • Transcribe conversations accurately and clearly • Follow formatting and transcription guidelines • Review and correct transcription errors when needed • Complete assigned tasks within the required deadlines • Maintain confidentiality of project materials Requirements • B2 level in English • B2 level in target language • Good listening and typing skills • Strong attention to detail • Comfortable working with audio and text-based tasks • Reliable internet connection and computer access • Able to follow instructions and meet deadlines Nice to Have • Previous experience in transcription, annotation, or data labeling • Familiarity with AI tools or online platforms • Additional language skills are a plus What We Offer • Flexible remote work • Simple onboarding process • Opportunity to contribute to AI technology development • Support from the project team throughout the project • Performance-based opportunities for future projects

About the Company Terry Soot Management Group (TSMG) is a field data collection company founded in 2017 in Europe. We collect data where automation is not possible. Our teams support projects involving speech recording, transcription, image and video collection, mapping, and AI training across Europe and North America. Project Overview We are looking for detail-oriented participants to join an audio transcription project supporting the development of speech recognition and conversational AI systems. Participants will listen to recorded audio conversations and accurately transcribe them into text following project guidelines. The work involves understanding spoken language, identifying speech patterns, and ensuring high transcription quality. This is a remote, flexible project suitable for people with strong listening and language skills. Responsibilities • Listen to recorded audio files in the target language • Transcribe conversations accurately and clearly • Follow formatting and transcription guidelines • Review and correct transcription errors when needed • Complete assigned tasks within the required deadlines • Maintain confidentiality of project materials Requirements • B2 level in English • B2 level in target language • Good listening and typing skills • Strong attention to detail • Comfortable working with audio and text-based tasks • Reliable internet connection and computer access • Able to follow instructions and meet deadlines Nice to Have • Previous experience in transcription, annotation, or data labeling • Familiarity with AI tools or online platforms • Additional language skills are a plus What We Offer • Flexible remote work • Simple onboarding process • Opportunity to contribute to AI technology development • Support from the project team throughout the project • Performance-based opportunities for future projects

About the Company Terry Soot Management Group (TSMG) is a field data collection company founded in 2017 in Europe. We collect data where automation is not possible. Our teams support projects involving speech recording, transcription, image and video collection, mapping, and AI training across Europe and North America. Project Overview We are looking for detail-oriented participants to join an audio transcription project supporting the development of speech recognition and conversational AI systems. Participants will listen to recorded audio conversations and accurately transcribe them into text following project guidelines. The work involves understanding spoken language, identifying speech patterns, and ensuring high transcription quality. This is a remote, flexible project suitable for people with strong listening and language skills. Responsibilities • Listen to recorded audio files in the target language • Transcribe conversations accurately and clearly • Follow formatting and transcription guidelines • Review and correct transcription errors when needed • Complete assigned tasks within the required deadlines • Maintain confidentiality of project materials Requirements • B2 level in English • B2 level in target language • Good listening and typing skills • Strong attention to detail • Comfortable working with audio and text-based tasks • Reliable internet connection and computer access • Able to follow instructions and meet deadlines Nice to Have • Previous experience in transcription, annotation, or data labeling • Familiarity with AI tools or online platforms • Additional language skills are a plus What We Offer • Flexible remote work • Simple onboarding process • Opportunity to contribute to AI technology development • Support from the project team throughout the project • Performance-based opportunities for future projects

About the Company Terry Soot Management Group (TSMG) is a field data collection company founded in 2017 in Europe. We collect data where automation is not possible. Our teams support projects involving speech recording, transcription, image and video collection, mapping, and AI training across Europe and North America. Project Overview We are looking for detail-oriented participants to join an audio transcription project supporting the development of speech recognition and conversational AI systems. Participants will listen to recorded audio conversations and accurately transcribe them into text following project guidelines. The work involves understanding spoken language, identifying speech patterns, and ensuring high transcription quality. This is a remote, flexible project suitable for people with strong listening and language skills. Responsibilities • Listen to recorded audio files in the target language • Transcribe conversations accurately and clearly • Follow formatting and transcription guidelines • Review and correct transcription errors when needed • Complete assigned tasks within the required deadlines • Maintain confidentiality of project materials Requirements • B2 level in English • B2 level in target language • Good listening and typing skills • Strong attention to detail • Comfortable working with audio and text-based tasks • Reliable internet connection and computer access • Able to follow instructions and meet deadlines Nice to Have • Previous experience in transcription, annotation, or data labeling • Familiarity with AI tools or online platforms • Additional language skills are a plus What We Offer • Flexible remote work • Simple onboarding process • Opportunity to contribute to AI technology development • Support from the project team throughout the project • Performance-based opportunities for future projects

About the Company Terry Soot Management Group (TSMG) is a field data collection company founded in 2017 in Europe. We collect data where automation is not possible. Our teams support projects involving speech recording, transcription, image and video collection, mapping, and AI training across Europe and North America. Project Overview We are looking for detail-oriented participants to join an audio transcription project supporting the development of speech recognition and conversational AI systems. Participants will listen to recorded audio conversations and accurately transcribe them into text following project guidelines. The work involves understanding spoken language, identifying speech patterns, and ensuring high transcription quality. This is a remote, flexible project suitable for people with strong listening and language skills. Responsibilities • Listen to recorded audio files in the target language • Transcribe conversations accurately and clearly • Follow formatting and transcription guidelines • Review and correct transcription errors when needed • Complete assigned tasks within the required deadlines • Maintain confidentiality of project materials Requirements • B2 level in English • B2 level in target language • Good listening and typing skills • Strong attention to detail • Comfortable working with audio and text-based tasks • Reliable internet connection and computer access • Able to follow instructions and meet deadlines Nice to Have • Previous experience in transcription, annotation, or data labeling • Familiarity with AI tools or online platforms • Additional language skills are a plus What We Offer • Flexible remote work • Simple onboarding process • Opportunity to contribute to AI technology development • Support from the project team throughout the project • Performance-based opportunities for future projects

About the Company Terry Soot Management Group (TSMG) is a field data collection company founded in 2017 in Europe. We collect data where automation is not possible. Our teams support projects involving speech recording, transcription, image and video collection, mapping, and AI training across Europe and North America. Project Overview We are looking for detail-oriented participants to join an audio transcription project supporting the development of speech recognition and conversational AI systems. Participants will listen to recorded audio conversations and accurately transcribe them into text following project guidelines. The work involves understanding spoken language, identifying speech patterns, and ensuring high transcription quality. This is a remote, flexible project suitable for people with strong listening and language skills. Responsibilities • Listen to recorded audio files in the target language • Transcribe conversations accurately and clearly • Follow formatting and transcription guidelines • Review and correct transcription errors when needed • Complete assigned tasks within the required deadlines • Maintain confidentiality of project materials Requirements • B2 level in English • B2 level in target language • Good listening and typing skills • Strong attention to detail • Comfortable working with audio and text-based tasks • Reliable internet connection and computer access • Able to follow instructions and meet deadlines Nice to Have • Previous experience in transcription, annotation, or data labeling • Familiarity with AI tools or online platforms • Additional language skills are a plus What We Offer • Flexible remote work • Simple onboarding process • Opportunity to contribute to AI technology development • Support from the project team throughout the project • Performance-based opportunities for future projects

About the Company Terry Soot Management Group (TSMG) is a field data collection company founded in 2017 in Europe. We collect data where automation is not possible. Our teams support projects involving speech recording, transcription, image and video collection, mapping, and AI training across Europe and North America. Project Overview We are looking for detail-oriented participants to join an audio transcription project supporting the development of speech recognition and conversational AI systems. Participants will listen to recorded audio conversations and accurately transcribe them into text following project guidelines. The work involves understanding spoken language, identifying speech patterns, and ensuring high transcription quality. This is a remote, flexible project suitable for people with strong listening and language skills. Responsibilities • Listen to recorded audio files in the target language • Transcribe conversations accurately and clearly • Follow formatting and transcription guidelines • Review and correct transcription errors when needed • Complete assigned tasks within the required deadlines • Maintain confidentiality of project materials Requirements • B2 level in English • B2 level in target language • Good listening and typing skills • Strong attention to detail • Comfortable working with audio and text-based tasks • Reliable internet connection and computer access • Able to follow instructions and meet deadlines Nice to Have • Previous experience in transcription, annotation, or data labeling • Familiarity with AI tools or online platforms • Additional language skills are a plus What We Offer • Flexible remote work • Simple onboarding process • Opportunity to contribute to AI technology development • Support from the project team throughout the project • Performance-based opportunities for future projects

About the Company Terry Soot Management Group (TSMG) is a field data collection company founded in 2017 in Europe. We collect data where automation is not possible. Our teams support projects involving speech recording, transcription, image and video collection, mapping, and AI training across Europe and North America. Project Overview We are looking for detail-oriented participants to join an audio transcription project supporting the development of speech recognition and conversational AI systems. Participants will listen to recorded audio conversations and accurately transcribe them into text following project guidelines. The work involves understanding spoken language, identifying speech patterns, and ensuring high transcription quality. This is a remote, flexible project suitable for people with strong listening and language skills. Responsibilities • Listen to recorded audio files in the target language • Transcribe conversations accurately and clearly • Follow formatting and transcription guidelines • Review and correct transcription errors when needed • Complete assigned tasks within the required deadlines • Maintain confidentiality of project materials Requirements • B2 level in English • B2 level in target language • Good listening and typing skills • Strong attention to detail • Comfortable working with audio and text-based tasks • Reliable internet connection and computer access • Able to follow instructions and meet deadlines Nice to Have • Previous experience in transcription, annotation, or data labeling • Familiarity with AI tools or online platforms • Additional language skills are a plus What We Offer • Flexible remote work • Simple onboarding process • Opportunity to contribute to AI technology development • Support from the project team throughout the project • Performance-based opportunities for future projects

About the Company Terry Soot Management Group (TSMG) is a field data collection company founded in 2017 in Europe. We collect data where automation is not possible. Our teams support projects involving speech recording, transcription, image and video collection, mapping, and AI training across Europe and North America. Project Overview We are looking for detail-oriented participants to join an audio transcription project supporting the development of speech recognition and conversational AI systems. Participants will listen to recorded audio conversations and accurately transcribe them into text following project guidelines. The work involves understanding spoken language, identifying speech patterns, and ensuring high transcription quality. This is a remote, flexible project suitable for people with strong listening and language skills. Responsibilities • Listen to recorded audio files in the target language • Transcribe conversations accurately and clearly • Follow formatting and transcription guidelines • Review and correct transcription errors when needed • Complete assigned tasks within the required deadlines • Maintain confidentiality of project materials Requirements • B2 level in English • B2 level in target language • Good listening and typing skills • Strong attention to detail • Comfortable working with audio and text-based tasks • Reliable internet connection and computer access • Able to follow instructions and meet deadlines Nice to Have • Previous experience in transcription, annotation, or data labeling • Familiarity with AI tools or online platforms • Additional language skills are a plus What We Offer • Flexible remote work • Simple onboarding process • Opportunity to contribute to AI technology development • Support from the project team throughout the project • Performance-based opportunities for future projects

About the Company Terry Soot Management Group (TSMG) is a field data collection company founded in 2017 in Europe. We collect data where automation is not possible. Our teams support projects involving speech recording, transcription, image and video collection, mapping, and AI training across Europe and North America. Project Overview We are looking for detail-oriented participants to join an audio transcription project supporting the development of speech recognition and conversational AI systems. Participants will listen to recorded audio conversations and accurately transcribe them into text following project guidelines. The work involves understanding spoken language, identifying speech patterns, and ensuring high transcription quality. This is a remote, flexible project suitable for people with strong listening and language skills. Responsibilities • Listen to recorded audio files in the target language • Transcribe conversations accurately and clearly • Follow formatting and transcription guidelines • Review and correct transcription errors when needed • Complete assigned tasks within the required deadlines • Maintain confidentiality of project materials Requirements • B2 level in English • B2 level in target language • Good listening and typing skills • Strong attention to detail • Comfortable working with audio and text-based tasks • Reliable internet connection and computer access • Able to follow instructions and meet deadlines Nice to Have • Previous experience in transcription, annotation, or data labeling • Familiarity with AI tools or online platforms • Additional language skills are a plus What We Offer • Flexible remote work • Simple onboarding process • Opportunity to contribute to AI technology development • Support from the project team throughout the project • Performance-based opportunities for future projects

About the Project TSMG is looking for Quality control specialists to support an AI language project focused on improving speech recognition systems. As a QC contributor, you will review completed language annotation tasks and ensure that AI-generated transcripts have been accurately converted into natural, readable display text according to the project guidelines. You will focus on identifying and correcting formatting, punctuation, capitalization, and text normalization issues. What You Will Do • Review completed Display Transcription tasks for accuracy and consistency. • Compare the Display Transcription against the original lexical transcript and project guidelines. • Verify the correct use of: • punctuation; • capitalization; • numbers, dates, times, and currencies; • abbreviations and other text normalization rules. • Ensure that the original words and meaning have been preserved. • Identify and correct formatting or guideline-related errors. • Use the reference audio when necessary to verify ambiguous cases. • Apply project-specific quality standards consistently. • Provide accurate feedback and flag recurring issues when required. • Complete assigned QC tasks within project deadlines and productivity targets. Requirements • Excellent written skills in the target language. • Strong attention to detail and accuracy. • Good understanding of punctuation, capitalization, and written language conventions. • Ability to identify inconsistencies and errors in formatted text. • Ability to follow detailed guidelines and apply them consistently. • Basic computer skills and a reliable internet connection. • Ability to work independently and meet quality and productivity targets. • Previous experience in transcription, proofreading, quality control, annotation, or linguistic projects is a plus. • Training and project guidelines will be provided before the project starts. What We Offer • Opportunity to contribute to the development of AI and speech recognition technologies. • Flexible project-based work. • Clear guidelines and training before starting. • The opportunity to gain experience in AI language data and quality control projects.

Project Overview The project focuses on data collection and usability testing for medical consumer devices, including blood pressure monitors, glucose meters, and weight scales. Participants will interact with the devices by following predefined scenarios to support structured image data collection in line with project guidelines. All instructions and protocols will be provided to ensure consistency and quality. Role Overview We are looking for a Team Coordinator to support local operations and participant management for this project. This role is ideal for someone organized, communicative, and comfortable handling coordination tasks in a dynamic, fast-paced environment. Key Responsibilities • Coordinate local participants involved in the project • Support onboarding processes, including communication and guidance for new participants • Assist with scheduling sessions and ensuring timely participation • Support device logistics and procurement when required • Ensure smooth execution of local sessions and activities • Monitor and ensure accurate completion of required metadata and documentation Requirements • Previous experience in coordination, training, or similar roles is a plus • Strong organizational and multitasking skills • Excellent communication skills in English • Knowledge of the local language is preferred but not mandatory • Ability to work independently and manage multiple responsibilities • Availability to support onboarding and operational activities as needed What We Offer • Opportunity to work on innovative, technology-driven projects • Flexible and dynamic work environment • Exposure to international teams and operations