• Enter and update large volumes of product and vendor data (names, pricing, SKUs, invoices, menus, attributes, etc.) into spreadsheets and systems with high accuracy. • Cross-check and reconcile information between Google Sheets, POS/ERP platforms (e.g., Treez, Dutchie), and other databases. • Maintain accuracy, consistency, and compliance across all records (naming conventions, image links, METRC alignment, etc.). • Support quality assurance (QA) on product menus across multiple retail stores. • Standardize vendor submissions and templates to support onboarding of new products and projects. • Assist with bulk updates, including product descriptions, images, and attribute tagging. • Follow clear SOPs, communicate updates or discrepancies with stakeholders, and provide feedback to improve processes.

Role Description At the moment, we are in search of a Data Validation Associate to join our team and play a crucial role in supporting our sales operations team within the dynamic cannabis industry. As a member of our outsourcing company, you will assist our cannabis-based clients by handling data entry tasks essential to their sales operations. Your responsibilities will include managing data, ensuring accurate information exchange, and streamlining processes to save time for the sales ops department. This role offers an exciting opportunity to immerse yourself in a rapidly evolving field while contributing to the success of our global start-up. This is a full time role (40 hours per week, Monday to Friday, weekends are off). It includes 13 days of vacation on a yearly basis (with every year spent with the company, you will receive +1 additional day off) as well as US holidays! Expected work hours are 1:00 AM – 9:00 AM PST (10:00 AM – 6:00 PM Serbia time zone), with the possibility of transitioning to another team in the same role with hours from 9:00 AM – 5:00 PM PST (6:00 PM – 02:00 AM Serbia time zone). Please specify your availability in the application form. You will be hired as an independent contractor (freelance) with a fixed GROSS monthly salary. Responsibilities - Enter and update large volumes of product and vendor data (names, pricing, SKUs, invoices, menus, attributes, etc.) into spreadsheets and systems with high accuracy. - Cross-check and reconcile information between Google Sheets, POS/ERP platforms (e.g., Treez, Dutchie), and other databases. - Maintain accuracy, consistency, and compliance across all records (naming conventions, image links, METRC alignment, etc.). - Support quality assurance (QA) on product menus across multiple retail stores. - Standardize vendor submissions and templates to support onboarding of new products and projects. - Assist with bulk updates, including product descriptions, images, and attribute tagging. - Follow clear SOPs, communicate updates or discrepancies with stakeholders, and provide feedback to improve processes. Qualifications - Professional working proficiency in English. - Strong attention to detail — mistakes in cannabis compliance can be costly. - Previous experience in data entry, admin operations, or related fields would be considered an advantage. - Proficiency with Google Sheets/Excel (formulas, filtering, cleaning data). - Comfortable working with multiple platforms and learning new software quickly. - Reliable, organized, and able to meet deadlines with minimal supervision. - Bonus: Experience with cannabis POS systems (Treez, Dutchie, IndicaOnline, Sweed, METRC). Requirements - A minimum internet speed of 10 Mb/s download and 10 Mb/s upload internationally. - A minimum of 8 GB RAM. - A 64-bit version of Windows 10 or newer, or macOS 10.11 or newer. - An Intel Core i5-8260U or other with better/similar performance (Has to be 8th Gen Intel or above, if Ryzen; 2nd Gen or above). Benefits - 🏡 Fully remote role with a global team. - 🎯 Opportunities to make a meaningful impact in a rapidly evolving industry. - 💰 Performance-based salary increases and regular performance reviews. - 🌍 Access to industry-leading opportunities in the cannabis sector within a multinational start-up setting. Company Values We are guided by curiosity, collaboration, and persistence. We seek to understand deeply, work collectively to solve complex challenges, and remain resilient in pursuit of meaningful, long-term impact. These principles shape how we operate as a team and how we support the success of our clients.

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.

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!