{"query_echo":{"q":"","filters":{"analysis_type":["gender and inclusion assessment"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'gender and inclusion assessment' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":1,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=gender+and+inclusion+assessment","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"fsdafri-000232","url":"https://climateinsightsdirectory.org/document/fsdafri-000232","title":"Opportunities Towards a Green and Inclusive Workforce","publisher":{"name":"FSD Africa","organization":"fsd-africa"},"document_type":"report","language":"en","date_published":"2026-06","source_url":"https://fsdafrica.org/wp-content/uploads/2026/06/Unlocking-Africas-Green-Transition_Final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Africa's green transition is projected to generate between 3.8 and 7.9 million jobs by 2030, rising to 65.9–84.5 million by 2050. The report argues that this growth will be service-led and decentralized, with indirect roles—such as installation, distribution, and maintenance—accounting for 56% of employment by 2030. Clean cooking is identified as the largest green value chain by 2030. However, the report highlights significant structural inequalities: 86% of 2030 green jobs are projected to be informal, and women remain concentrated in low-value roles despite high participation in sectors like clean cooking. The analysis of South Africa, Nigeria, and Kenya reveals diverse transition architectures, ranging from South Africa's formal, utility-scale model to Nigeria's nano-enterprise-driven decentralized approach. Key recommendations include directing finance toward service-led value chains, reforming TVET systems through modular programs, and extending social protection to informal workers via mobile platforms.","ai_generated":true,"unit":"fsdafri-000232#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The green transition in Africa will be primarily service-led rather than infrastructure-led, with indirect roles in installation, distribution, and operations expected to make up 56% of green employment by 2030 and 62% by 2050.","ai_generated":true,"unit":"fsdafri-000232#insight-1","date_modified":"2026-10-23"},{"text":"Clean cooking is forecast to be the most significant green value chain by 2030, projected to generate between 1.4 and 2.5 million jobs.","ai_generated":true,"unit":"fsdafri-000232#insight-2","date_modified":"2026-10-23"},{"text":"A vast majority of projected green jobs in 2030 will be informal (86%), and the most accessible value chains for women, youth, and low-income workers are those with the highest employment volumes, such as clean cooking and waste recycling.","ai_generated":true,"unit":"fsdafri-000232#insight-3","date_modified":"2026-10-23"},{"text":"Women's participation in the green workforce is projected to grow from 31% of lower-bound jobs in 2030 to 44% under the 2050 high employment scenario, with clean cooking and solar home systems (SHS) expected to reach gender parity by 2050.","ai_generated":true,"unit":"fsdafri-000232#insight-4","date_modified":"2026-10-23"},{"text":"There is a critical gap in workforce capability, as only 6.5% of African youth have completed a TVET programme, and current training often focuses on legacy technologies rather than emerging needs like IoT-enabled operations or battery management.","ai_generated":true,"unit":"fsdafri-000232#insight-5","date_modified":"2026-10-23"},{"text":"South Africa's green transition is characterized by high formality (70%) and is driven by regulated procurement and a capitalised just transition plan, though it faces challenges with occupational segregation and a weakening STEM pipeline.","ai_generated":true,"unit":"fsdafri-000232#insight-6","date_modified":"2026-10-23"},{"text":"Nigeria's green workforce is dominated by informality (87%) and nano-enterprises (73%), with growth driven by decentralized energy solutions and a high demand for specialized technical roles that currently outpace domestic training supply.","ai_generated":true,"unit":"fsdafri-000232#insight-7","date_modified":"2026-10-23"},{"text":"Kenya's green economy is more sectorally balanced in the near term, with significant roles in SHS, clean cooking, and distributed renewable energy, though utility-scale solar is projected to grow 30x by 2050.","ai_generated":true,"unit":"fsdafri-000232#insight-8","date_modified":"2026-10-23"},{"text":"Regional disparities exist, with East and Southern Africa projected to hold 58% of 2050 high-scenario green employment due to more mature digital finance, procurement, and e-mobility ecosystems.","ai_generated":true,"unit":"fsdafri-000232#insight-9","date_modified":"2026-10-23"}],"climate_tags":["clean cooking","electromobility","recycling","Climate-smart agriculture","nature-based solutions","battery energy storage system","green job","just transition","climate finance","circular economy","measurement, reporting, and verification","Nationally Determined Contributions"],"geography_discussed":["World","Ethiopia","Rwanda","Ghana"],"frame_perspective":[],"analysis_type":["employment forecasting","skills gap analysis","gender and inclusion assessment","policy evaluation"]}]}