Are you an experienced geospatial professional eager to shape the future of AI? We’re developing a geospatial reasoning agent focused on Crisis Response—helping AI systems understand, assess, and predict real-world events where data is uncertain or incomplete. Your expertise will guide model development and evaluation, laying the foundation for future geospatial reasoning and forecasting applications.

We’re looking for experts with deep experience in geospatial analysis, crisis response, or related domains such as damage assessment, agriculture, site selection, supply chain optimization, or forecasting. You’ll evaluate AI-generated outputs, identify analytical weaknesses, and design metrics and test cases that advance model understanding and predictive accuracy.

On a typical day, you’ll review geospatial scenarios, validate model outputs, define and refine reasoning frameworks, and collaborate with our team to improve data-driven evaluations.

Ideal candidates bring professional experience in geospatial analysis, GIS systems, or spatial modeling within industries such as crisis management, logistics, or environmental planning. Proficiency with geospatial tools and libraries (e.g., QGIS, ArcGIS, GDAL, PostGIS) is preferred. Strong reasoning, attention to detail, and the ability to communicate complex spatial relationships clearly are essential.

Ready to apply your geospatial expertise to the frontier of AI? Apply today and help design intelligent systems capable of supporting real-time global decision-making.

We offer a pay range of $24 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor, you’ll supply a secure computer and high-speed internet connection; company-sponsored benefits such as health insurance and PTO do not apply.

Job title: Geospatial Reasoning Specialist – AI Trainer
Employment type: Contract
Workplace type: Remote
Seniority level: Senior Level

At 2U, we are all in on purpose. We are motivated by our mission – to eliminate the back row in education – and connected by our shared passion to deliver world-class digital education at scale. As the parent company of edX, the world’s leading online learning platform, 2U powers more than 4,000 online higher education offerings – from free courses to full degrees. Together with more than 230 colleges, universities, and corporate partners, we are helping to unlock human potential.

What We’re Looking For:

The Media Systems Engineer works within the 2U Learning division as the resident expert in media post-production workflows and best practices. They will serve as the system administrator for the post-production environment including 2U’s enterprise media asset management system, media storage solution, and all ancillary post-production related equipment and peripherals that enable workflows including ingest, transcoding, video editing, motion graphics, audio mixing, color correction, video quality assurance, and final delivery. This pivotal role will be a key liaison between 2U post production teams across product lines including Graduate and Undergraduate Degrees, Executive Education, and edX.

This role will collaborate with internal 2U departments including Engineering, Production Innovation, Learning Technology, and IT, as well as external post production vendors, our systems integration partner, and product suppliers to ensure continued proper protocols as they relate to security, ongoing maintenance, updates, and enhancements to post production systems. This person will also work with the Media Systems Specialist to provide guidance and delegate day to day responsibilities. This person is a passionate media and tech enthusiast, constantly monitoring and absorbing media production and ed-tech industry norms, as well as the latest technical solutions including hardware, equipment and post-production related software. The person in this role will aid in determining 2U’s media and video technological vision, implementing media technology strategies, and ensuring that the technological resources are aligned with the company's business needs.

Responsibilities Include, But Are Not Limited To:

1. Serve as global Administrator and in-house SME for media/video post-production systems including media asset management solution, AWS storage infrastructure in partnership with 2U IT/Engineering, and all media-related equipment and peripherals

• Monitor performance and maintain post-production systems according to established requirements.
• Develop and maintain collaborative relationships with internal stakeholders and external vendors who are users within 2U’s MAM environment. 
• Main liaison between 2U, post-production vendors, systems integration partner, and product suppliers for ongoing required support and troubleshooting of system anomalies. 
• Provide technical expertise for all post-production editorial and technical staff including editors and motions graphics designers, video post-production management staff, and production staff for day-to-day video engineering needs encompassing all related disciplines such as operational system support monitoring and troubleshooting.
• Ensure security of the media post production environment leveraging deployed tools through access controls, backups, and firewalls.
• Establish and manage all user permissions and track licensing and usage.
• Troubleshoot access issues and outages among end users.
• Administer, support, and operate AWS/S3 tools and cloud-based storage; monitor and report on ingress and egress in collaboration with 2U Engineering team.
• Administer, support, and operate file-based encoding, transcoding, and media conform workflows from ingest through final delivery.
• Manage and inventory all 2U-owned local (US-based) hard drives, RAID storage, and LTO archive library if applicable. 
• Support and operate LTO archive library, RAID storage, and hard drives, as necessary in conjunction with current 2U post production vendor
• Assist with software configurations for physical/local/remote servers and ingest/edit workstations as required.
• Install and maintain physical/local servers and ingest/edit workstations as required.
• Troubleshoot any machine/equipment failures, software glitches, and offline/missing media, escalating to SI partner when necessary.
• Help evaluate and troubleshoot technical quality control issues related to media, including both raw and final assets, and work with stakeholders executing media acquisition on resolving these issues. 
• Make recommendations and implement upgrades to media post-production systems and software with new models and releases in order to support increasing scale, complexity requirements, and future functionality enhancements. 
• Provide insight on required technical specifications for production including field and studio acquisition.

2. Develop, introduce, monitor, and improve workflows and automation in partnership with various stakeholders including internal and external post production teams.

• Develop efficient workflows based on best practices essential to a media post production operation. 
• Develop and update technical documentation, policies, and SOPs for media and editorial workflows.
• Collaborate with 2U’s systems integration partner, product vendors, and internal 2U stakeholders to develop and test API integrations. 
• Participate and advise on best practices for Adobe Creative Suite project and sequence organizational structures, MAM metadata architecture, and taxonomy standards.
• Identify new areas for a more streamlined approach to relevant production and post-production work including automation considerations. 
• Support vendor and partner inquiries regarding external media production best practices and technical deliverable requirements. 
• Participate in discussions and/or review of updates or modifications to overall operational workflows and SOPs, as appropriate.
• Maintain and update technical quality control specifications.

3. Training/Coaching.

• Responsible for training Media Systems Specialist and internal 2U staff and external vendors on related 2U systems who participate in production and post production processes including advising on technical specifications for filming/recording, editing, graphics, audio, and video quality control and assurance.
• Develop expertise on all aspects of 2U’s post-production environment including deployed MAM software and AWS storage.
• Develop and maintain training materials including user-guides, documentation, screen share recordings, etc. for user groups.
• Communicate rollouts of new video post production tools and resources to user groups.
• Training and facilitating internal 2U and external vendor training for any user groups leveraging MAM.
• Provide orientation to external/freelance technical and editorial staff (e.g. video editors) to post-production operational systems.

4. Take on additional duties and responsibilities as required.

Things That Should Be In Your Background:

• Bachelor’s Degree is required.  
• 7+ years of professional video/media production/post production, engineering and operations experience.
• Experience as a System Administrator, Network Administrator or similar role in support of a complex media post production operation.
• Experience with various operating systems and platforms.
• Experience with databases, networks (LAN, WAN), and cloud-based media storage. AWS/S3 and tiered cloud storage experience is a plus. 
• Experience with media processing systems and workflows at various stages of the media supply chain (workflow engines, ingest, transcode, metadata, editing, delivery). 
• Comprehensive knowledge of file-based and proxy workflows, formats, frame rates, aspect ratios, codecs and file types required for a high-volume media post production environment.
• Expertise in media post-production software and editing techniques on non-linear editing platforms including the full Adobe Creative Suite.
• Experience with enterprise media asset management software. IPV Curator experience is a plus. 
• Full knowledge of encode hardware and transcode software applications. Root 6 workflow engine experience is a plus.
• Knowledge of system security and data backup/recovery.
• Experience with LTO Archive software and hardware.
• Experience with product/project management software, Atlassian Jira is a plus.
• Expertise leveraging various technology and software solutions including Google Suite, Microsoft Office, Slack and overall web-savviness.
• Knowledge of technical aspects of video production, including best practices for filming, lighting and audio engineering techniques.
• Familiarity with video closed captioning and transcription workflows.
• Maintains a high level of professionalism and has the ability to interface effectively with a variety of people including internal staff, executive management, and vendors to establish productive, ongoing relationships. 
• Ability to work with a team with the ultimate goal of creating the highest quality academic content possible for our university partners.
• Impeccable verbal and written communication skills with the ability to communicate in a courteous, tactful, and concise manner.
• Champion of change management, with a proven ability to influence and guide stakeholders on highly technical processes.
• Supremely organized and capable of handling multiple projects, priorities, and competing deadlines simultaneously.
• Ability to thrive in a fast-paced, ever-evolving environment that requires constant agility and adaptability.
• An intuitive decision-maker with excellent critical thinking and analytical skills.
• A positive, proactive and collaborative attitude.  
• A great sense of humor and the ability to handle stress with grace.

Other Attributes That Will Help You In This Role:

Working Conditions 

Limited travel may be required on an as-needed basis. There will be an intermittent requirement to support media post-production teams in different time zones. 

Physical Requirements

May need to transport/install/rack various post-production related equipment.

Benefits & Culture

Our global employee base is a diverse collection of innovators, dreamers, and doers working together to transform lives through higher education. We believe that every employee can advance our shared purpose, and that life at 2U should be fun and meaningful. If you’re excited by the opportunity to provide over 40 million learners and counting with access to world-class online higher education, then join us – and do work that makes a difference. #NoBackRow

We offer comprehensive benefits (unique per country) and excellent work/life balance.
Full-time, ZA benefits include: 

• 2 complimentary Getsmarter short courses per year
• Subsidised medical aid with Discovery Health Medical Scheme
• 4% 2U contribution towards Discovery Life Pension Fund and Group Risk Benefit
• Employee Assistance Program (EAP)
• Generous leave policy including time off to volunteer for non-profit organization, study leave, sports leave and a company-wide festive season break

2U Diversity and Inclusion Statement

At 2U, we are committed to building and sustaining a culture of belonging, respect, and inclusion. We are proud of the steps we’ve taken to bring together an employee base that embodies diverse walks of life, ideas, genders, ages, races, cultures, sexual orientations, abilities and other unique qualities. We strive to offer a workplace where every employee feels empowered by what makes us different, as well as by how we are alike. 

2U is committed to providing reasonable accommodations during our recruitment process. If you need assistance or accommodations, please reach out to us at: recruitingaccommodations@2u.com. 

About 2U Inc. 

For more than a decade, 2U, Inc. has been the digital transformation partner of choice to great non-profit colleges and universities delivering high-quality online education at scale. As the parent company of edX, a leading global online learning platform, 2U provides over 45 million learners with access to world-class education in partnership with more than 230 colleges, universities, and corporations. Our people and technology are powering more than 4,000 digital education offerings — from free courses to full degrees — and helping unlock human potential. To learn more: visit 2U.com.

About edX

edX is the education movement for restless learners and a leading global online learning platform from 2U, Inc. Together with the majority of the world’s top-ranked universities and industry-leading companies, we bring our community of over 45 million learners world-class education to support them at every stage of their lives and careers, from free courses to full degrees. And we're not stopping there — we're relentlessly pursuing our vision of a world where every learner can access education to unlock their potential, without the barriers of cost or location. Learn more at edX.org.

Learn more at https://2u.com/careers/
#NoBackRow

The above statements are intended to describe the general nature and level of work performed by individuals assigned to this position, and are not intended to be construed as an exhaustive list of all responsibilities, duties and skills required. All employees may be required to perform duties outside of their normal responsibilities from time to time, as needed.

2U is an equal opportunity employer that does not discriminate against applicants or employees and ensures equal employment opportunity for all persons regardless of their race, creed, color, religion, sex, sexual orientation, gender identity, pregnancy, national origin, age, marital status, disability, citizenship, military or veterans’ status, or any other classifications protected by applicable federal, state or local laws. 2U’s equal opportunity policy applies to all terms and conditions of employment, including but not limited to recruiting, hiring, training, promotion, job benefits and pay. 

2U is strongly committed to diversity within its community and especially welcomes applications from South African citizens who are members of designated groups who may contribute to Employment Equity within the workplace and the further diversification of ideas. In this regard, the relevant laws and principles associated with Employment Equity will be considered when appointing potential candidates. We are required by law to verify your ability to work lawfully in South Africa. 2U requires that you submit a copy of either your identity document or your passport and any applicable work permit if you are a foreign national, along with an updated curriculum vitae.

Our story of purpose has seen us evolve into a revolutionary workwear business, supplying quality, strong and durable garments to local and international markets. We believe in excellent service and products of the highest quality; manufacturing and distributing garments ourselves. As we own our supply chain (Manufacture to retail), we are looking for someone who is obsessed with the coordination, support, and organisation of all aspects of a product’s lifecycle.

Our work clothing is tailored to fulfill its intended purpose effectively, providing the necessary comfort, protection, and performance. Are you a curious and proactive individual that is eager to contribute your talents to our fit for purpose range, who wants to grow, think, dream, and create with passion to constantly improve our ranges as well as bring smart new ideas? We would love to meet you.

Collaborating with and supporting our customers is how we show our commitment to growing their brand along with ours, with customer centricity as our focus in everything we do, the right candidate must be self-motivated and obsessed to serve our customers by confidently supporting our design team and effectively collaborating with all teams in the product life cycle.

We believe in brilliant execution! You need to understand the full scope of a well-constructed brief and be able to arrange priorities, people, and tasks effectively and seamlessly to ensure our designs come to life. Every project needs the same high-level focus and proactive decision making along with the ability to learn fast and seek to understand rather than expect to be told. You need to clearly share your infinite imagination and critical eye for execution and quality with your colleagues as we work as a community of creatives.

We want people who go the extra mile! Our best people show interest in the business as a whole and share the same beliefs and values. Natural leadership traits, involvement, enthusiasm, and purpose are what we are looking for.

If you are someone who wants to live the Brand and wants to elevate the success of Jonsson Workwear, then we want you.

The experience we’re looking for:

• Qualification in Fashion Retail, Clothing Management or similar
• Proven work experience in project management in a relatable environment with exposure to the manufacturing of garment samples preferable.
• Ability to work proficiently with Microsoft (Excel, Word, PowerPoint)
• Experience in working on product lifecycle management systems will be advantageous.
• Experience in working environments that are fast paced and demanding.

The type of personality that will excel:

• Someone who is passionate about design, creating products and serving others.
• Energetic and excited personalities that show drive, grit, and determination.
• Engaging and influencing, someone who takes initiative and is proactive in their approach.
• Strong organisational and multi-tasking skills.
• Thrives on being part of a fast-paced, ever changing and improving environment.
• Is organised and enjoys the challenge of working on multiple projects with tight deadlines.
• Enjoys working in a team, encourages collaboration and can work well independently.
• Fastidious about excellence and attention to detail.

Join Our Mission at Takealot Fulfilment Solutions | We Are TFS

Revolutionising e-commerce logistics in South Africa with cutting-edge technology and operational excellence. We deliver 30+ million orders annually, empowering businesses and driving economic growth.

Who We're Looking For:

Innovative, ambitious individuals ready to shape the future of e-commerce logistics. At TFS, "Uniquely You" meets "Powerfully Us", where your individuality strengthens our collective mission.

Who’s who in the tech space

This position reports to the respective team's manager.

As a Software Engineer, you will be someone whose expertise directly translates into the development of robust software in the e-commerce domain. You will be from a computer science background with an emphasis on software development. You will have the opportunity to implement best practices to improve existing software and participate in the development of new features. While we don't promote after-hours work as part of the regular workday, we run a 24/7 business with the need to keep systems up and running. Software Engineers are expected to provide after-hours support on a rotational basis to resolve critical system issues. 

Your mission, should you choose to accept it:

• Design and build solutions to assist our business users, and improve customer experience
• Architect and design solutions with your team
• Keep up to date with technology trends
• Apply creative thought processes to solve complex challenges at scale
• Strong focus on making takealot.com the best place to shop at, a happy customer is a repeat customer
• Drive for excellence, to help foster a world-class engineering team

The skills we need:

• Solutions-oriented, can-do attitude, and high energy
• Strong analytical and critical thinking, using data to inform decisions
• Ability to dis-aggregate and structure solutions to ambiguous problems
• Solid quantitative skills
• Ability to interview and interact professionally, with internal and external people
• Capability to present ideas succinctly, in writing and verbally
• Versatile and with the appetite to learn by doing

Qualifications & Experience:

• Bachelor's Degree or Advanced Diploma in Computer Science, Mathematics or Engineering or equivalent experience in software development.
• A thorough understanding of computer science fundamentals, including object-oriented design, data structures and algorithms
• 3 to 5 years experience in a software development role for an intermediate-level position 
• 5 to 10+ years experience in a software development role for a senior-level position
• Experience in writing robust, efficient production code
• Proficient in a strongly typed language such as Python
• Experience with development in a Linux environment
• Experience with SQL database systems
• Open to diversifying language skill set
• Experience in the following will be advantageous:
  • MySQL, PostgreSQL, MS SQL
  • Memcached, Redis
  • Message Brokers, Queues and PubSub systems (e.g. Kafka and RabbitMQ)
  • Containerisation (e.g. Docker) 
  • Orchestration (e.g. Kubernetes)
  • GitHub, Travis CI, Jenkins
  • AWS, GCP, Azure
  • Microservices

Why Join TFS:

• Purpose-driven impact: Transform lives through logistics innovation
• Advanced technology: Work with cutting-edge systems in a fast-paced environment
• Career growth: Thrive in an agile space that champions continuous improvement
• Inclusive culture: Your unique perspective drives extraordinary results

At TFS, your growth is our growth. You'll be joining a team powered by Takealot Group's core values. 

More than just a job, we offer: 

A culture that celebrates individual uniqueness while championing the strength of togetherness. Be part of creating sustainable, scalable solutions that make a difference across South Africa's e-commerce landscape.

Takealot Fulfilment Solutions (TFS) is an Equal Opportunity Employer. Applicants from previously disadvantaged groups and people with disabilities will be given preference.

Are you experienced in garment manufacturing quality control and interested in helping train the next generation of AI systems? As AI models are increasingly applied to global manufacturing, supply chain monitoring, and production analysis, their ability to reason about quality standards, inspection processes, and factory workflows depends on accurate, real-world training data. That training data begins with practitioners who understand how garments are actually produced and evaluated.

We’re looking for Garment Manufacturing QC Specialists with hands-on experience inspecting garments and finished goods in factory or production environments. You’ll challenge AI models on real-world quality control scenarios involving defect identification, measurement tolerances, stitching quality, material consistency, finishing standards, and production compliance. This project focuses on evaluating how well models understand manufacturing workflows, common failure points, and quality decision-making at scale.

On a typical day, you will review and discuss garment quality inspection scenarios with the model, verify whether model reasoning aligns with real factory QC practices, evaluate defect classification and severity assessment, analyze inspection workflows across production stages, capture recurring model errors, and suggest improvements to training prompts and evaluation criteria.

General experience in garment manufacturing environments is ideal, including familiarity with sewing outputs, production lines, and inspection checkpoints. This project does not require advanced technical education; practical factory-floor experience in quality checking or garment inspection is strongly valued. Clear communication and the ability to explain quality judgments and production realities are essential.

Ready to turn your garment manufacturing QC expertise into the knowledge base for tomorrow’s AI? Apply today and start teaching the model that will help improve manufacturing quality worldwide.

We offer a pay range of $6-to-$15 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high-speed internet; company-sponsored benefits such as health insurance and PTO do not apply.

Project Title: Garment Manufacturing QC Specialist – Freelance AI Trainer Project

Employment type: Freelance / Contract

Workplace type: Remote