Model: Fatin757/ssf-retriever-modernbert-v8-cleaned
Author: Fatin757
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, modernbert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:681, loss:MultipleNegativesRankingLoss, dataset:Fatin757/ssf-train-valid-v8-cleaned, arxiv:1908.10084, arxiv:1705.00652, base_model:nomic-ai/modernbert-embed-base, base_model:finetune:nomic-ai/modernbert-embed-base, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: nomic-ai/modernbert-embed-base
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:681, loss:MultipleNegativesRankingLoss
base_model: nomic-ai/modernbert-embed-base
widget: source_sentence: The Process Engineer provides technical support on process control and automation to optimise process capability, efficiency, yield and quality, in compliance with the organisations Workplace Safety and Health (WSH), Environmental Management System (EMS) and Process Safety Management (PSM) system requirements. He/She works closely with the process safety engineering team by providing process engineering input to ensure that plant safeguarding requirements are met. He may also specialise in process control, process optimisation or process engineering projects, depending on organisational needs. The Process Engineer supports the production department by conducting production trial runs and recommending improvements to Standard Operating Procedures (SOPs) and work methods for production areas or processes. He supports projects during plant commissioning and turnaround activities and troubleshoots issues arising from changes in process operations or new production plant projects. The Process Engineer works closely with the production team and other departments. He possesses strong analytical thinking and problem-solving skills, is a good team player and interacts effectively with others.
sentences: Tug operation, maritime navigation, towage management, hazard identification, fire-fighting, pollution control, rescue operations, chartwork, teamwork, quick decision-making, Port Limit Tug Master Licence, compliance with maritime laws, Singapore territorial waters., Process control, process automation, process optimisation, process capability, yield improvement, quality assurance, Workplace Safety and Health (WSH), Environmental Management System (EMS), Process Safety Management (PSM), process safety engineering, plant safeguarding, production trial runs, Standard Operating Procedures (SOP) improvement, plant commissioning, turnaround activities, troubleshooting, analytical thinking, problem-solving, teamwork, cross-department collaboration, Graphic design, social media marketing, event planning, fashion styling, culinary arts, customer relationship management, retail merchandising, photography, copywriting, fitness training, source_sentence: The Travel Account Director is in charge of the overall direction of account management activities for all clients. He/She is responsible to ensure all accounts are being serviced efficiently and effectively and ensure the retention and renewal of key accounts. This includes developing account management strategies to ensure high degree of service excellence. He also leads contract renewal negotiation and collaborates with product and experience development department to identify areas of potential growth. Service-oriented with strong business acumen, he ensures the organisation's interests are protected while maintaining clients' satisfaction. He is collaborative and works closely with product and experience development department to drive new products. He possesses strong interpersonal skills to manage relationships with key clients and performs service recovery where necessary.
sentences: The Principal Research Counsellor is responsible for setting the strategic vision and planning for research initiatives within the organisation and its sector. This role involves leading the design and development of research programmes, offering thought leadership on the advancement of counselling practices in the social service field. The Principal Research Counsellor utilizes research findings to formulate policy recommendations and collaborates with frontline professionals to apply these insights for enhancing counselling services. They also oversee research teams and support the professional growth of research staff. With strong expertise in research and a dedication to counselling, the Principal Research Counsellor fosters effective stakeholder relationships and operates across various environments, including social services, educational institutions, healthcare, and family service centres., The Retail Store Manager is responsible for managing daily store operations, including inventory control, staff scheduling, and customer service. This role focuses on maximizing sales performance and ensuring a positive shopping experience for customers.

The Human Resources Coordinator supports recruitment, onboarding, and employee relations activities. The coordinator maintains personnel records, assists with training programs, and ensures compliance with HR policies.

The Software Engineer designs, develops, and tests software applications. This position involves coding, debugging, and collaborating with cross-functional teams to deliver high-quality software solutions., The Travel Account Director oversees all aspects of account management for clients, ensuring efficient and effective service delivery. This role involves developing strategic plans to maintain high service standards, securing account retention and renewal, and leading contract negotiations. The director collaborates closely with the product and experience development teams to identify growth opportunities and drive new product initiatives. With a strong focus on client satisfaction and business acumen, the Travel Account Director manages key client relationships and handles service recovery when needed., source_sentence: The Vessel Accountant manages all vessel cost control activities. He/She ensures that the organisation's ship budgets are well organised, and produces vessel cost accounts that timely, accurate are compliant to corporate policies and statutory requirements. He manages the funding of vessels under set allocated budgets. He collaborates with key stakeholders to build expense plans and identify budget overruns. The Vessel Accountant is adept at data analysis to ascertain the organisation's financial performance and position. He is results driven and is a good communicator.
sentences: The Chartering Manager oversees all chartering operations, ensuring the effective and profitable deployment of vessels according to their types and operational regions. This role involves conducting market analysis, spotting new business opportunities, and maintaining compliance with the company’s risk management policies. The manager possesses deep knowledge of the ship chartering industry, demonstrates strong analytical and problem-solving abilities, and communicates effectively with diverse stakeholders., The Vessel Accountant oversees all financial activities related to vessel cost management. This role ensures that ship budgets are properly structured and that vessel cost reports are prepared accurately and on time in accordance with corporate policies and legal standards. The Vessel Accountant manages vessel funding within approved budgets, works closely with stakeholders to develop expense forecasts, and monitors for any budget excesses. Skilled in financial data analysis, the Vessel Accountant evaluates the company's financial status and performance. Strong communication skills and a results-oriented approach are essential for success in this position., The Retail Store Manager is responsible for supervising daily retail operations, managing inventory levels, and training staff to deliver excellent customer service. This role focuses on achieving sales targets and maintaining a positive shopping environment.

The Human Resources Assistant provides administrative support to the HR team, assists with recruitment processes, onboarding new employees, and maintaining personnel records to ensure smooth HR operations.

The Professional Chef leads kitchen staff, designs new menus, and ensures that all dishes meet high-quality standards, contributing to a memorable dining experience for customers., source_sentence: The Coordination and Reservations Executive supports the efficient output of reservation bookings and smooth flow of operations through timely updates on rates and booking information. He/She liaises with vendors on special rates or special requests from customers. This includes daily reservation processes, servicing customer needs and providing alternatives. He is also responsible for the coordination and reservation of any travel-related operations including arranging tickets to attractions, coaches, meals and hotel rooms allocation. Service-oriented with strong multi-tasking skills, he serves as a mentor to junior team members in all aspects of reservations and coordinates between customer support department and vendors on resourcing and rates. He possesses strong organisational skills and communicates all amendments arising from customers' requests to relevant internal stakeholders and vendors concerned. He may be required to work on weekends, evenings, and public holidays in an office environment.
sentences: The Strategy & Governance Manager/Assistant Manager oversees the implementation and effectiveness of the organisation's strategic initiatives and governance frameworks. This role involves ensuring compliance with corporate governance standards and managing risk to support the organisation's sustainable growth. The manager coordinates board and executive meetings and requires strong analytical skills, strategic thinking, sound judgement, and excellent communication abilities to engage with key stakeholders effectively., The Event Marketing Coordinator plans and executes promotional campaigns for various events, working closely with advertising agencies and media outlets. Responsibilities include creating marketing materials, managing social media accounts, and organizing press conferences. This role demands creativity, strong communication skills, and the ability to analyze market trends to boost event attendance.

The Warehouse Supervisor oversees inventory management, ensures timely dispatch of goods, and supervises warehouse staff. Duties include maintaining safety protocols, coordinating shipments, and optimizing storage layouts to improve operational efficiency.

The Software Developer designs, codes, and tests software applications according to client requirements. This position requires proficiency in programming languages, debugging skills, and collaboration with cross-functional teams to deliver high-quality software solutions., The Coordination and Reservations Executive ensures the smooth processing of reservation bookings and operational efficiency by providing timely updates on rates and booking details. This role involves liaising with vendors to secure special rates or accommodate specific customer requests. Responsibilities include managing daily reservation activities, addressing customer needs, and offering alternative solutions. The executive also coordinates travel-related arrangements such as ticketing for attractions, coach bookings, meal planning, and hotel room allocations. With a strong focus on service and multitasking, they mentor junior staff in reservation procedures and act as a link between the customer support team and vendors regarding resource allocation and pricing. Excellent organizational skills are essential to communicate any changes from customer requests to the appropriate internal teams and vendors. The role may require working during weekends, evenings, and public holidays within an office setting., source_sentence: The Learning Facilitator delivers learning products and services in a variety of environments, using multiple learning delivery modes and methods. He/She assesses learning needs and adapts the facilitation approach to reflect desired learning outcomes and learner needs. He is responsible for knowledge and skills transfer by delivering learning content, facilitating group discussions and responding to queries. He drives learner development and commitment to continuous learning by actively providing feedback and learner support. He evaluates curriculum effectiveness and recommends improvement areas by collecting learner feedback as well as analysing learning delivery approaches and materials. He is a strong communicator who builds trusted relationships and creates a cooperative and engaging learning environment. He is adaptable and adept at managing multiple stakeholders. He works in multiple different environments, including different learning venues and client sites, and regularly interacts with digital systems.
sentences: The Retail Store Manager oversees daily retail operations, manages inventory levels, supervises sales staff, and ensures excellent customer service standards are maintained throughout the store. They handle merchandising, coordinate promotional activities, and analyze sales performance data to optimize store profitability. The manager works closely with suppliers and coordinates with the marketing team to drive store traffic and customer engagement.

The Software Developer designs, codes, and tests software applications based on user requirements. They collaborate with cross-functional teams to develop new features, debug issues, and maintain existing systems. Proficiency in programming languages and software development methodologies is essential. The developer also documents code and participates in code reviews to ensure high-quality deliverables.

The Human Resources Assistant provides administrative support to the HR department by maintaining employee records, assisting with recruitment processes, and coordinating onboarding activities. They handle scheduling interviews, managing employee benefits documentation, and supporting employee relations initiatives. Strong organizational skills and confidentiality are critical in this role., The Product and Experience Development Director is responsible for leading the company’s travel product strategy and execution. This role involves enhancing existing travel offerings while preparing for upcoming product launches. The director is highly knowledgeable about the company’s travel services and oversees vendor procurement. Keeping up-to-date with market trends, regulatory changes, and industry disruptions is essential. Strong negotiation skills and the ability to identify strategic business opportunities are key. The director also mentors the team and guides the development of innovative new products, often traveling and attending international trade shows to stay ahead in the market., The Learning Facilitator is responsible for delivering educational programs across diverse settings, employing various instructional methods and delivery formats. They evaluate learner requirements and tailor their teaching strategies to meet specific learning goals and individual needs. Their duties include transferring knowledge and skills by presenting course materials, leading group discussions, and addressing participant inquiries. The facilitator promotes learner growth and encourages ongoing education by providing constructive feedback and support. They assess the effectiveness of training curricula and suggest enhancements through gathering participant feedback and reviewing instructional methods and resources. Strong communication skills enable them to foster trust and create an engaging and collaborative learning atmosphere. They demonstrate flexibility and skillfully manage relationships with multiple stakeholders. Their work spans numerous environments, including different training venues and client locations, with frequent use of digital platforms.
datasets: Fatin757/ssf-train-valid-v8-cleaned
pipeline_tag: sentence-similarity
library_name: sentence-transformers
Likes: 0 | All-time downloads: 27
Created: 2025-09-23 09:40:04