Model: Fatin757/ssf-retriever-modernbert-v8
Author: Fatin757
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, modernbert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:6032, loss:MultipleNegativesRankingLoss, dataset:Fatin757/ssf-train-valid_v8, 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:6032, loss:MultipleNegativesRankingLoss
base_model: nomic-ai/modernbert-embed-base
widget: source_sentence: The 3rd/4th/5th Engineer acts as an Engine Watch Officer in a manned engine-room or as designated duty engineer in a periodically unmanned engine-room of ships powered by main propulsion machinery of 750 kW or more. He/She oversees the operation, maintenance and repairs of the engine-rooms and is responsible for the maintenance of the ship's safety and emergency equipment. He is an organised person who is able to multi-task at times and is cognisant of the regulatory requirements of manning engine-rooms. The 3rd/4th/5th Engineer must pass a colour vision test and must fulfil the requirements stipulated in the Standards of Training, Certification and Watchkeeping for Seafarers (STCW) issued by the International Maritime Organisation (IMO).
sentences: The 3rd/4th/5th Engineer works as a Retail Store Manager, responsible for managing daily store activities, overseeing inventory levels, and training sales personnel to deliver excellent customer service. Alternatively, the 3rd/4th/5th Engineer may act as a Human Resources Coordinator, assisting with employee recruitment, onboarding, and maintaining personnel records. Another unrelated role for the 3rd/4th/5th Engineer is as a Pastry Chef, managing kitchen staff, designing dessert menus, and ensuring all baked goods meet quality standards., The 3rd/4th/5th Engineer serves as an Engine Watch Officer on a manned engine-room or as a designated duty engineer in a periodically unmanned engine-room aboard vessels with main propulsion machinery rated at 750 kW or higher. This role involves supervising the operation, upkeep, and repairs of engine-rooms while ensuring the functionality of the ship's safety and emergency systems. The engineer must be well-organized, capable of managing multiple tasks, and knowledgeable about engine-room manning regulations. Additionally, the 3rd/4th/5th Engineer is required to pass a color vision test and meet the Standards of Training, Certification, and Watchkeeping for Seafarers (STCW) set by the International Maritime Organisation (IMO)., The Youth Worker supports the growth of young people into responsible and engaged members of the community. They design and deliver interventions and programs tailored to youths' needs, including casework, group activities, and community development initiatives. The Youth Worker mentors youths in their personal, social, and educational journeys, contributes to advancing youth development practices, and offers guidance to less experienced colleagues. A collaborative and dedicated professional with strong communication and problem-solving abilities, the Youth Worker operates within schools, community centers, and youth-focused organizations., source_sentence: The Gas Systems Operations Engineer manages the operations of system control centre, gas transportation network and gas market in accordance with relevant standards and procedures to ensure a continuous supply of gas in the network. He/She implements the network analysis on available capacity for booking by shippers. He manages gas system operation projects by preparing budget estimations and managing key stakeholders. He develops measures to resolve abnormalities in the network system and analyses reported system faults for, maintenance of the gas system and network. He also develops management reports on market operations, injection tolerance and nomination divergence and supervises the settlement and billing operations. He analyses the impacts of cybersecurity and access control on network development policies and procedures. He develops network segregation and mitigation measures to minimise cybersecurity risks in the transmission and/or distribution network. He develops staff capabilities using appropriate capability development interventions and through on-the-job, training. He analyses the impact of emergency response plans, network performance and relevant safety procedures on the business. He works in the control room, where he uses equipment such as control panels, consoles and computers to manage gas operations. He may be required to perform occasional rotating shift work as the operations are conducted round the clock. He has good leadership skills to lead junior team members. He is analytical and systematic in performing the operations. He is attentive and quick in responding effectively to emergency situations, faults and outages.
sentences: A Senior Pharmacy Technician Executive in Drug Compounding and Quality Management supports pharmacists by preparing sterile and non-sterile products according to orders and manages quality assurance processes, improvement initiatives, and medication safety reviews. This role operates in diverse healthcare environments including hospitals, outpatient clinics, polyclinics, and retail pharmacies. The individual is expected to be autonomous, proactive, and demonstrate strong interpersonal, leadership, and problem-solving abilities., Gas system operations, network analysis, gas transportation management, project budgeting, stakeholder management, fault analysis, maintenance planning, market operations reporting, injection tolerance, nomination divergence, settlement and billing supervision, cybersecurity risk mitigation, access control policies, network segregation, capability development, emergency response planning, safety procedure compliance, control room operations, shift work management, leadership skills, analytical problem solving, emergency response., Retail sales techniques, visual merchandising, cashier operations, customer relationship management, inventory stocking, fashion trend analysis, product display design, point-of-sale systems, customer loyalty programs, store layout planning., source_sentence: The Research Director works in the field of social work research. He/She has expertise and experience in domains under social work research in order to oversee research designs, project management, and collaborations with external organisations. He advises systemic initiatives and policies on a regional, national, and international level, commissions research projects, advocates for social changes based on research conclusions and strategic foresight, and formulates masterplans for the organisation based on funding, manpower and other needs. He is also responsible for providing thought leadership and representing Singapore at international conferences. A highly experienced researcher who is decisive and possesses excellent management and leadership skills, the Research Director works in academic settings. He also works in collaboration with other agencies and ministries and academic institution in the course of his work.
sentences: The Senior Research Manager leads community health research projects with a focus on clinical trial design and regulatory compliance. He/she coordinates with pharmaceutical companies and healthcare providers to implement studies and ensures adherence to medical research ethics. The role emphasizes operational management and budget oversight within hospital settings and occasionally involves presenting findings at medical symposia.

The Social Policy Analyst conducts data analysis on government welfare programs, supporting policy formulation through statistical evaluation and stakeholder consultations. This position is based within a governmental policy unit, focusing on short-term program assessments rather than comprehensive research project leadership or international representation.

The Research Director in environmental studies oversees ecological research projects, managing fieldwork logistics and liaising with conservation organizations. The role involves developing sustainability initiatives and advising on environmental regulations, primarily engaging with NGOs and environmental agencies rather than academic institutions or social work domains., The Research Director specializes in social work research and brings extensive expertise in this domain to lead research design, manage projects, and foster partnerships with external organizations. This role involves advising on systemic initiatives and policies at regional, national, and international levels, commissioning research projects, promoting social change through evidence-based findings and strategic foresight, and developing organizational masterplans considering funding, staffing, and other resources. The Research Director also provides thought leadership and represents Singapore at global conferences. With substantial experience and strong leadership and management capabilities, the Research Director operates primarily in academic environments and collaborates closely with government agencies, ministries, and academic institutions., The Account Operations Manager is responsible for overseeing the daily operational tasks involved in customer account processing and maintenance. This role includes supervising the adherence to standard procedures for account opening and closure during customer onboarding and off-boarding processes. The manager provides operational support to facilitate customer service activities related to account upkeep and documentation management. Ensuring compliance with relevant regulations and policies in account processing is a key responsibility. The manager monitors customer transaction activities to guarantee smooth execution. This role requires a detail-oriented, task-focused individual with strong organizational capabilities who can thrive in a fast-paced environment and handle multiple priorities. The Account Operations Manager demonstrates integrity and strong leadership skills to effectively manage and mentor a diverse team while minimizing risks in daily operations., source_sentence: The Superintendent manages the production operations to ensure the efficiency and smooth flow of production processes. He/She applies technical approaches to formulate solutions for production or operation issues in accordance with organisation requirements. He is expected to maximise assets utilisation by forecasting the utilisation and demand of resources. He monitors and ensures adherence to quality standards in accordance with product specifications and executes benchmarked reliability test plans for quality assurance. In addition, the Superintendent contributes to productivity improvement in the organisation by leading teams in continuous improvement projects. He is required to conduct core training for staff. The Superintendent is expected to be a good team leader and have good communication skills to lead production teams to provide focus and direction to achieve organisational goals.
sentences: The Field Sales Executive/Key Account Executive/Sales Operations Management Specialist serves as the primary liaison for commercial accounts regarding various logistics services. This role involves supporting the identification of potential clients, forging partnerships to grow the company’s business, promoting solutions, and engaging in initiatives aimed at diverse customer segments with assistance from internal teams to strengthen customer relationships. The individual must be resourceful and analytical, capable of discerning customer needs and persuading them to embrace the recommended solutions., graphic design, culinary arts, event planning, fashion merchandising, creative writing, photography, social media marketing, interior decorating, production operations management, technical problem solving, resource forecasting, quality assurance, reliability testing, continuous improvement, team leadership, staff training, communication skills, source_sentence: The Process Development/MS&T Engineer supports process development, monitoring and improvement activities for the biopharmaceuticals manufacturing facilities. He/She will analyse the critical material attributes of biopharmaceutical products, prepare Process Flow Diagrams (PFD), perform pilot tests and support technology transfer activities. He also assists in developing and updating Standard Operating Procedures (SOPs) for the manufacturing facility and supporting the delivery of associated training. The Process Development/MS&T Engineer should have deep understanding of the engineering and scientific concepts underlying the manufacture of the biopharmaceutical product and equipment involved in order to make significant contributions in determining how the product is made within the manufacturing facilities. The Process Development/MS&T Engineer should have a passion for innovation and continuous improvement and he applies this to his work, driving efficiency and improvement in new and existing manufacturing processes. He must be able work independently and exercise analytical and innovative thinking to analyse information, solve problems and improve existing methods and processes.
sentences: The Executive (Ground Services) manages the audit processes for ground service standards and fosters collaborations with diverse stakeholders. He/She evaluates service level agreements and formulates action plans to enhance operational efficiency for the airline. This role involves conducting pricing and service quality reviews for ground handlers and preparing cost estimates for ground handling contracts. The Executive recommends process improvements to elevate passenger safety and security. Additionally, he/she supports organisational growth by creating on-the-job training initiatives and workplace learning strategies. Utilizing strong analytical skills and foresight, the Executive (Ground Services) identifies service gaps and develops effective solutions. He/She builds strong relationships with stakeholders by understanding their perspectives and facilitating mutually advantageous decisions. Excellent communication, interpersonal skills, customer focus, and the ability to multitask under pressure are essential for success in this role., The Senior Process Development Engineer leads a team to oversee large-scale manufacturing operations, focusing primarily on production scheduling and resource allocation for biopharmaceutical facilities. This role emphasizes managing personnel and coordinating cross-departmental communication rather than direct involvement in pilot testing or SOP development. The Senior Engineer typically handles budgeting and compliance reporting, with less emphasis on hands-on process innovation or detailed scientific analysis.

The Manufacturing Quality Assurance Engineer is tasked with ensuring compliance to regulatory standards and conducting audits within biopharmaceutical production lines. Responsibilities include reviewing batch records, investigating deviations, and implementing corrective actions. This position does not involve process flow diagram creation, pilot testing, or technology transfer activities but focuses instead on quality control and assurance processes.

The Process Development Engineer in a chemical manufacturing plant supports process optimization by analyzing raw material inputs and overseeing equipment maintenance schedules. The role entails preparing technical documentation and assisting with safety training but is centered on chemical production rather than biopharmaceutical processes, requiring different industry-specific knowledge and equipment expertise., The Process Development/MS&T Engineer is responsible for supporting process development, monitoring, and enhancement efforts within biopharmaceutical manufacturing operations. This role involves analyzing critical material attributes of biopharmaceutical products, creating Process Flow Diagrams (PFDs), conducting pilot-scale testing, and assisting with technology transfer activities. The engineer also contributes to the creation and revision of Standard Operating Procedures (SOPs) and helps deliver related training for manufacturing personnel. A strong grasp of the scientific and engineering principles related to biopharmaceutical production and equipment is essential, enabling the engineer to influence product manufacturing methods effectively. The Process Development/MS&T Engineer is driven by innovation and continuous improvement, applying analytical and creative thinking to optimize and refine manufacturing processes independently.
datasets: Fatin757/ssf-train-valid_v8
pipeline_tag: sentence-similarity
library_name: sentence-transformers
Likes: 0 | All-time downloads: 25
Created: 2025-09-23 08:55:14