Model: frankwong2001/4_attempt_Qwen3-Embedding-0.6B
Author: frankwong2001
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, qwen3, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:1125, loss:MultipleNegativesRankingLoss, dataset:frankwong2001/ssf-train-valid-full-synthetic-batch10-cleaned, arxiv:1908.10084, arxiv:1705.00652, base_model:Qwen/Qwen3-Embedding-0.6B, base_model:finetune:Qwen/Qwen3-Embedding-0.6B, endpoints_compatible, region:us
Base models (finetune): id: Qwen/Qwen3-Embedding-0.6B
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:1125, loss:MultipleNegativesRankingLoss
base_model: Qwen/Qwen3-Embedding-0.6B
widget: source_sentence: The Senior Regulations and Trade Controls Analyst/Regulations and Trade Controls Analyst assumes the responsibility of coordinating trade regulatory requirements with working level stakeholders. He/She is also responsible for reviewing organisation's compliance with regulatory requirements. He assesses adequacy, effectiveness and efficiency of compliance with regulations and make appropriate recommendations. In addition, he is expected to communicate with regional colleagues to upkeep latest the regulatory standards and guidelines for organisational compliance on both a local and regional level. He possesses good communication and coordination skills with high attention to details.
sentences: The Senior Software Developer designs and implements innovative software solutions for various applications. He/She is responsible for writing clean, scalable code and collaborating with cross-functional teams to enhance software performance. Additionally, he engages with clients to gather requirements and ensure their needs are met effectively. He possesses strong problem-solving skills and a passion for technology., The Senior Regulations and Trade Controls Analyst is tasked with coordinating trade regulatory requirements with operational stakeholders. He/She is responsible for evaluating the organization’s adherence to regulatory standards, assessing the adequacy, effectiveness, and efficiency of compliance efforts, and making relevant recommendations. Furthermore, he is expected to liaise with regional colleagues to maintain up-to-date regulatory standards and guidelines for organizational compliance at both local and regional levels. He possesses strong communication and coordination skills, along with a keen attention to detail., The Capacity Management Executive plays a crucial role in capacity planning and management, providing recommendations on cargo combinations to enhance profitability and meet customer demand. This individual also proposes alternatives and contingency plans to address capacity challenges. Additionally, they coordinate cargo handling and transshipment operations with business partners and stakeholders, ensuring the safe management of hazardous materials. They monitor vessel movements and assist with ad-hoc route adjustments to optimize voyage profitability while minimizing operational costs. The ideal candidate possesses an innovative mindset and is adept at working under pressure., source_sentence: The Head of Trade Finance assumes responsibility for driving execution of the organisation's trade finance activities and strategies. He/She is expected to have extensive knowledge of trade flows, trade settlements and trade finance operations. He oversees negotiations with financial institutions on trade finance. He is expected to have strong stakeholder engagement skills, team leadership capabilities and deep trade finance knowledge, both locally and globally.
sentences: The Software Engineer designs and develops applications for various platforms. They are responsible for writing clean, efficient code and collaborating with cross-functional teams to deliver high-quality software solutions. Their role requires proficiency in programming languages and an understanding of software development methodologies., The Head of Trade Finance is responsible for leading the execution of the organization's trade finance activities and strategies. They are expected to possess extensive knowledge of trade flows, settlements, and finance operations. Additionally, they oversee negotiations with financial institutions regarding trade finance and are required to have strong stakeholder engagement skills, effective team leadership abilities, and in-depth trade finance expertise on both local and global scales., The Head Keeper/Head Aquarist is responsible for the care and management of wildlife within the organization and its attraction sites. He/She ensures the living conditions of the animals are optimal, selects appropriate enclosures for various species, and maintains the smooth operation of these enclosures. Additionally, he/she is in charge of training and behavioral conditioning of the wildlife, as well as overseeing the transport and acclimatization of animal specimens. The role includes supervising the acquisition and disposition of wildlife, ensuring that the animals receive a comfortable and healthy lifestyle. He/She also trains staff, volunteers, and interns, while managing team projects related to wildlife care. Collaborating with the education and programs department, he/she develops and implements visitor education initiatives about wildlife and their natural habitats. The Head Keeper/Head Aquarist may guide animal show presenters on handling and training techniques. Detail-oriented and passionate about animals, he/she is attentive to the needs of wildlife and utilizes strong interpersonal skills to effectively manage the team. Serving as a mentor to direct reports, he/she covers all operational periods, including weekends and holidays, and may be required to stay outdoors in varying weather conditions. A driving license may be necessary for roles in larger zoos or safari parks, and a scuba-diving license may be required for aquarium positions., source_sentence: The Desk Head (Sales and Purchase) oversees the ship sales and purchase brokering business, develops department and risk management plans while monitoring and managing the business' performance. He/She oversees compliance to all legal and regulatory requirements and possesses an in-depth knowledge of ships while recognising potential business opportunities and clients in order to grow the business. He manages a team of brokers and instils a culture of innovation to encourage workflow improvements.
sentences: The Event Coordinator organizes and plans various social and corporate events, ensuring that all logistical aspects are handled effectively. He/She collaborates with vendors and clients to create memorable experiences while managing budgets and timelines. The role requires strong communication skills and creativity to develop unique event concepts., The Assistant Customer Support Executive/Assistant Travel Consultant is responsible for addressing customer inquiries regarding travel arrangements, including airline ticketing, hotel bookings, and attractions. This role involves delivering initial responses to queries and escalating issues to higher management when necessary. The individual provides precise visa requirements and application information during ticketing. With strong organizational skills and a customer-focused mindset, he/she maintains a record of customer inquiries, feedback, and complaints, while fostering positive relationships through an active understanding of customer needs to pinpoint areas for enhancement. The position may require working on weekends, evenings, and public holidays in an office setting., The Desk Head (Sales and Purchase) is responsible for overseeing the ship sales and purchase brokering operations, developing departmental and risk management strategies while monitoring and managing the performance of the business. He/She ensures compliance with all legal and regulatory standards and has extensive knowledge of ships, identifying potential business opportunities and clients to foster growth. He leads a team of brokers and promotes a culture of innovation to enhance workflow efficiencies., source_sentence: The Plan Approval Engineer assists with the review of vessel design and inspects drawings and documentation to ensure that ship owners' and safety requirements are met for vessel construction. He/She supports collaborations with stakeholders to ensure contractual requirements are met. He participates in meetings with shipyard planners regarding the processes of ship design, construction, and compliance related matters, with reference to International Maritime Organisation (IMO) regulations, the International Convention for the Safety of Life at Sea (SOLAS), and International Convention for the Prevention of Pollution from Ships (MARPOL). He works well under limited supervision and applies subject knowledge to solve routine vessel design issues faced by internal and external stakeholders.
sentences: The Data Analyst interprets complex datasets to provide insights and support decision-making processes across various departments. He/She is responsible for creating detailed reports and visualizations that communicate findings effectively to stakeholders. Additionally, he collaborates with cross-functional teams to identify areas for improvement and optimize operational efficiency. He thrives in dynamic environments and demonstrates a keen ability to analyze trends and patterns in data., The Social Service Assistant plays a vital role in facilitating interventions for clients. He/She assists social service professionals during client visits and helps clients travel to and from their appointments and activities. Additionally, he provides essential administrative and logistical support for programme implementation and aids in organizing key programmes and services. He also contributes to executing the organization's outreach strategies and identifies suitable platforms for reaching the target client group. Furthermore, he supports the application of relevant frameworks, protocols, and procedures within his area of responsibility. A proactive, resourceful, and client-focused individual, the Social Service Assistant operates across various voluntary welfare organizations, communities, and institutional environments., The Plan Approval Engineer is responsible for reviewing vessel designs and inspecting documentation to ensure compliance with ship owners' and safety standards for vessel construction. He/She facilitates collaborations with stakeholders to meet contractual obligations and actively participates in discussions with shipyard planners concerning ship design, construction, and compliance issues, referencing International Maritime Organisation (IMO) regulations, the International Convention for the Safety of Life at Sea (SOLAS), and the International Convention for the Prevention of Pollution from Ships (MARPOL). He works effectively with minimal supervision and utilizes his knowledge to address routine vessel design challenges encountered by both internal and external stakeholders., source_sentence: The Occupational Hygiene Officer is responsible for identifying, assessing and advising on risks arising from the workplace or work processes, recommending measures to eliminate or minimise and control the risks, and implementing the measures. He/she is also responsible for preventing or reducing health and environmental risks, and improving quality of processes. He is expected to supervise a quality HSE team and work with internal and external stakeholders to accomplish his work. The Occupational Hygiene Officer is expected to be analytical, resourceful, good teamwork and collaborative in order to solve problems.
sentences: The Occupational Hygiene Officer is tasked with identifying, evaluating, and providing guidance on risks associated with the workplace or work procedures, suggesting strategies to eliminate, minimize, and manage those risks, and executing the recommended measures. Additionally, he/she is responsible for mitigating health and environmental hazards while enhancing process quality. The role requires supervising a competent HSE team and collaborating with both internal and external stakeholders to achieve objectives. The Occupational Hygiene Officer should possess strong analytical skills, resourcefulness, and the ability to work well in teams to effectively address challenges., The Software Developer is focused on designing and creating innovative applications and systems, ensuring they meet user needs and industry standards. He/she works closely with the development team to implement new features and resolve technical issues, while also conducting regular code reviews and testing. The Software Developer is expected to have strong programming skills, attention to detail, and the ability to work independently to deliver high-quality software solutions., The Senior Director/Director is responsible for guiding the organization in creating, developing, executing, and assessing policies. He/She spearheads the policy planning initiatives within the organization. He reviews policies in the context of other regulations, legislations, and programs. He facilitates discussions on the implementation of policies and ensures the sharing of key policy insights across the sector. A seasoned professional with deep insight, strong decision-making abilities, and exceptional leadership and management skills, the Senior Director/Director operates within schools, ministries, and institutional environments.
datasets: frankwong2001/ssf-train-valid-full-synthetic-batch10-cleaned
pipeline_tag: sentence-similarity
library_name: sentence-transformers
Likes: 0 | All-time downloads: 21
Created: 2025-09-08 09:48:46