Role Description How can you make a difference? Sitting in Solution’s Emerging Innovation team, this consultant will have a belief that DS/ML can be a powerful tool to help UNICEF rapidly accelerate positive results for children. The successful consultant will have a strong desire to guide and inform early-stage DS/ML projects developed for, and implemented in, UNICEF program countries. Understanding the complexities between theory and practice and what it takes to make future ideas work in different contexts will be a characteristic of the consultant, as well as a conviction for pioneering and promoting responsible and ethical DS/ML practices. The purpose of this assignment is to provide technical support and guidance to the DS/ML related work at OOI as well as across UNICEF through engagements at HQ, Regional and Country level. - Providing DS/ML technical guidance, support and mentorship to: - Venture Fund supported team seed and growth cohort projects and companies. - UNICEF’s Office of Innovation and other UNICEF teams, divisions, and offices. - Supporting the technical exploration, development and rollout of early-stage DS/ML initiatives, models and prototypes, within UNICEF with an aim to accelerate results for children. - Working with internal and external stakeholders to support the understanding, adoption and scale of DS/ML initiatives across UNICEF. - Facilitating project engagements between internal and external technical experts in support of strategic Office of Innovation-funded initiatives. Qualifications - An advanced university degree (Master’s or higher) in Computer Science, Data Science/Machine Learning, or another relevant field. A first University Degree in a relevant field combined with 2 additional years of professional experience may be accepted in lieu of an Advanced University Degree. Requirements - A minimum of five years of relevant professional, practical experience. - Experience and exposure to relevant software development technologies, including: - Strong coding capabilities in Python or R and with Data Science related libraries. - Experience with analytics & visualization tools (open viz libraries e.g. Shiny, flexdashboard or equivalent for R or Dash, Panel or equivalent for Python). - Git and other open source software development tools. - Experience with cloud computing platforms such as GCP, AWS, Azure or others. - Experience with frontier AI models and coding tools for data science development (i.e. Claude Code, Cursor). - Demonstrated experience working with non-technical teams in formulating their use cases, gathering business requirements, and involving non-technical stakeholders in the project delivery. - Practical experience with rapid prototyping and evaluation of user feedback. - Demonstrated experience in development and deployment of ethical and responsible DS/ML practices, with examples in UNICEF program countries considered an asset. - Demonstrated understanding of open source and open data principles and practices. - Fluency in English is required. Knowledge of another official UN language (Arabic, Chinese, French, Russian or Spanish) or a local language is an asset. Benefits - UNICEF promotes and advocates for the protection of the rights of every child, everywhere, in everything it does. - UNICEF encourages applications from all qualified candidates, regardless of gender, nationality, religious or ethnic backgrounds, and from people with disabilities, including neurodivergence. - Reasonable accommodation for persons with disabilities is offered throughout the recruitment process.

• Processing and organizing administrative files • Data entry into an internal case management system • Reviewing documents and removing duplicate pages • Downloading and managing electronic case files • General administrative support (no client contact required)

Title: Facilitator (APAC) - Data & Digital (Remote) Location: London, LND, NA United Kingdom - Product Job Description: ABOUT DECODED We are Decoded, the pioneers of transformative technology education. We democratise cutting-edge skills. We help transform traditional businesses into tech companies. We give our learners the skills and confidence to embrace the future of work. Our products and methodologies have been shaped through our collaboration with some of the largest and most technologically progressive organisations in the world. We use the intelligent, ethical, and creative application of technology to lay the foundations for a more productive and promising world – one with unlimited possibilities. OVERVIEW We are seeking Freelance Facilitators to deliver our exceptional virtual education experiences. Application Instructions: - Our industry is filled with tech buzzwords (e.g., AI, machine learning, blockchain). Show us how you would explain a buzzword to an audience who understands the concepts, but may not have practical experience. - We appreciate videos and portfolios that showcase your skills and make your application stand out. - Since our training focuses on emerging technology and innovation, your application should highlight your experience in this area Role details: - This is a remote position with variable weekly hours based on client workshop schedules. - Workshops are primarily delivered between 09:00 and 18:00 Hong Kong time. - Candidates from any suitable time zone are welcome to apply. - Job requirements - ACCOUNTABILITIES As a Facilitator at Decoded, you will be responsible for: Workshop Preparation: - Adequately preparing for scheduled workshops to ensure consistent excellence. - Reviewing exercises and learning materials before each session. - Learning about your learners and their businesses. - Familiarize yourself with the course structure and content, proactively addressing any knowledge gaps. - Engaging in self-assessment and professional development opportunities Workshop Delivery: - Delivering a top-notch learning experience in each workshop. - Communicating complex concepts and techniques related to emerging technology and digital innovation with energy, focus, and patience. - Engaging and captivating a virtual room of busy professionals. - Collaborating with your co-facilitator to maintain a consistent and balanced pace and tone. - Handling and resolving challenging learning moments with learners. - Facilitating the learning journey for your audience, ensuring inclusivity and stimulation for advanced learners. - Creating a collaborative and respectful learning environment. In-Person Workshops: - Setting up and wrapping up, including collecting and returning equipment from Decoded’s offices as needed. - Preparing the learning environment, including room and laptop setup, and distributing materials. - Working with the Decoded Operations team to maintain high standards. - Providing written feedback to the Product and Operations teams for continuous improvement. SKILLS & BEHAVIOURS Your performance will be evaluated based on: - Feedback reports from the facilitation team post-workshop. - Your ability to solve problems quickly and calmly in a virtual environment. - Coordination, organisational, and time-keeping skills. - Excellent communication skills, maintaining a professional and engaging tone. WHO ARE YOU? - Comfortable with public speaking and educating diverse audiences, from career starters to CEOs. - Confident in communicating data, coding, or cybersecurity concepts. - Passionate about technology and learning. Preferred Skills: - Proficiency in an additional Asian language such as Mandarin, Cantonese, Korean, or Japanese is beneficial, but not required Our Facilitation Style Emphasises: - Audience participation, active engagement, and hands-on activities. - Storytelling. Our Facilitators are: - Empathetic and passionate about learning and teaching. - Programming literate and curious about new technologies. - Critical thinkers with diverse backgrounds, from entrepreneurs to data scientists. - TEAM & REPORTING STRUCTURE - Work allocation and support provided by the UK-based Product Resource Manager. - Coaching and quality standard support from our UK Facilitation Lead. - Day-to-day operational support provided by our Hong Kong-based APAC Operations Coordinator INTERVIEW PROCESS - Initial Chat: Discuss your professional experience and learn about the role and Decoded with our Product Resource Manager. - Content Delivery Prep: Prepare a 10-minute presentation of your content to demonstrate your teaching style. - Lightning Talk Delivery: Present your content to the team, either live or via recording. - Observe a Decoded Workshop: See Decoded’s delivery style and format firsthand - Get onboarded!

Title: Data AI Annotator Location: Remote - Idaho Job Description: Innodata (Nasdaq: INOD) is a global data engineering company. We believe that data and Artificial Intelligence (AI) are inextricably linked. Our mission is to enable the responsible advancement of artificial intelligence by providing the data, evaluation frameworks, and human expertise required to build AI systems that can be trusted at scale. We provide a range of transferable solutions, platforms, and services for Generative AI / AI builders and adopters. In every relationship, we honor our 36+ year legacy delivering the highest quality data and outstanding outcomes for our customers. Scope of the Role: At Innodata, we’re partnering with the world’s leading technology companies to build the future of generative AI and large language models (LLMs). We’re on the lookout for smart, savvy, and curious Generative AI Specialist to join our global contributor community as part of our Subject Matter Expert (SME) on Demand program. This is not a traditional full-time role. It’s a part-time, remote, flexible, project-specific opportunity designed for those who want to make a real impact—on their schedule. Whether you're a writer, linguist, educator, researcher, or just deeply passionate about language and logic, this role lets you contribute to cutting-edge AI development while maintaining control over your time. You’ll be helping LLMs learn the intricacies of language and reasoning—not just how to write, but how to think. If you’ve ever dreamed of shaping the intelligence behind tomorrow’s technology, this is your chance. This is more than just a gig—it’s a rare chance to help shape the future of AI from anywhere in the world, on your own terms. What You’ll Own: - Rating/assessing the performance of AI models or algorithms based on their output or behavior through a set of evaluative questions. - Labeling elements of a piece of content rather than the content as a whole. - Assigning predefined categories or labels to items. - Evaluating the perceived quality and/or appropriateness of content - Generating labels to advance understanding of a concept, trend etc. - Creation of additional training data for machine learning models by applying transformations to the original data, such as modifying images (rotation, flipping, cropping), generating new text (paraphrasing, summarization), or altering audio/video signals (speed modification, pitch shifting) to reduce overfitting and increase dataset diversity. - Reviewing data and identifying whether or not a product feature works as intended based on the project's guidelines. - Labeling model outputs to identify if a piece of content is or isn't something. Examples: identify clickbait; identifying gaming videos; identifying branded content. - Ordering or ranking items based on a set of preferences or criteria. - Creating prompts or questions that will be used to generate responses from a language model or other AI system. - Projects that evaluate the relevance of content based on a relevancy scale (1-3, 1-5, etc.). - Generating responses to prompts or questions using a language model or other AI system. - Rewriting existing text while preserving the original meaning, often to improve clarity or style and adherence to guidelines. - Producing concise summaries of longer pieces of text or data. - Converting spoken language or audio content into written text. - Converting text or spoken language from one language to another. - Gathering and compiling various forms of data to be used for training, evaluating, or fine-tuning the AI models. This may include text, images, videos, audio files, or other types of digital content. You’ll Thrive in This Role If You Have: - A Bachelor’s degree or higher in a humanities specialization is required. Advanced degrees are strongly preferred (Master’s or PhD) - Professional or Expert level proficiency (C1/C2) in English The expected hourly salary range for this position is $15 p/hour, based on experience, skills, and qualifications. Please be aware of recruitment scams involving individuals or organizations falsely claiming to represent employers. Innodata will never ask for payment, banking details, or sensitive personal information during the application process.