Model: Fatin757/ssf-retriever-modernber-dataset-2
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_v2, arxiv:1908.10084, arxiv:1705.00652, base_model:answerdotai/ModernBERT-base, base_model:finetune:answerdotai/ModernBERT-base, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: answerdotai/ModernBERT-base
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:6032, loss:MultipleNegativesRankingLoss
base_model: answerdotai/ModernBERT-base
widget: source_sentence: The Chief Executive Officer/Chief Operating Officer/Managing Director/General Manager/President defines the long-term strategic direction to grow the business in line with the organisations overall vision, mission and values. He/She translates broad goals into achievable steps, anticipates and stays ahead of trends, and takes advantage of business opportunities. He represents the organisation with customers, investors, and business partners, and holds responsibility for fostering a culture of workplace safety and health and adherence to industry quality standards. He inspires the organisation towards achieving business goals and fulfilling the vision, mission and values by striving for continuous improvement, driving innovation and equipping the organisation to embrace change. He possesses excellent analytical, problem-solving and leadership skills and is an effective people leader.
sentences: The Junior Marketing Coordinator is tasked with executing marketing campaigns to promote the company's products and services. This role focuses on supporting the marketing team by conducting market research, analyzing customer feedback, and assisting in the development of promotional materials. The Junior Marketing Coordinator engages with various stakeholders, but primarily focuses on internal communication and coordination. This position requires a keen eye for detail and the ability to work collaboratively in a fast-paced environment. Strong organizational skills and basic knowledge of marketing principles are essential, but the role does not involve strategic decision-making or leadership responsibilities., The Executive Director is responsible for shaping the long-term strategic vision of the organization to ensure sustainable growth in alignment with its core mission and values. This role involves translating overarching objectives into actionable plans, proactively identifying emerging trends, and capitalizing on new business opportunities. The Executive Director serves as the primary representative of the organization, engaging with clients, investors, and strategic partners, while also championing a culture of safety, health, and compliance with industry quality standards. By motivating the team towards achieving business objectives and embodying the organization's vision and values, the Executive Director fosters an environment of continuous improvement and innovation, empowering the organization to adapt to change. The ideal candidate will possess strong analytical, problem-solving, and leadership abilities, demonstrating effective people management skills., The Manufacturing Systems Engineer utilizes engineering principles and methodologies to enhance the performance of equipment and systems within the production environment. This role involves providing expert technical guidance for the installation and optimization of machinery and systems. The Manufacturing Systems Engineer is responsible for creating maintenance plans for equipment and systems, as well as proposing engineering solutions to resolve any operational issues. In addition, this position plays a key role in innovating and improving manufacturing processes by evaluating new technologies and conducting feasibility studies. The Manufacturing Systems Engineer is tasked with managing energy resources efficiently and developing strategies to maximize machine uptime and energy conservation. Compliance with Standard Operating Procedures (SOPs), Health, Safety and Environment (HSE) standards, and Current Good Manufacturing Practices (CGMPs) is essential. The engineer is also responsible for developing protocols and conducting equipment validation in accordance with regulatory requirements in the biopharmaceutical sector. An inquisitive and analytical mindset is crucial for this role, as is the ability to investigate complex engineering challenges and devise effective solutions. The Manufacturing Systems Engineer should excel in teamwork, mentoring colleagues, and conveying technical advice to team members and other departments., source_sentence: The Tax Senior/Tax Senior Executive supports his/her reporting officer in managing simple tax engagements and delivering high quality tax services. He contributes to the achievement of quality tax work through the development and use of tax technical skills and business knowledge to resolve work issues effectively. In a Professional Services setup, he plans, performs and reviews straightforward tax compliance work. He works on tax deliverables and ensures the timely completion of tax work. He works closely with clients and nurtures on-going relationships with them. He assists in preparing tax returns for larger and/or complex entities, managing all tax compliance, preparing transfer pricing documentation, resolving queries on tax issues from clients or the tax authority and possibly tax dispute resolution. In a Business setup, he is involved in compliance on tax reporting, implementation of tax policies and the adherence of internal tax controls. He prepares tax returns, including data collation and analysis, manages all tax compliance work, monitors tax payment and refunds, prepares transfer pricing documentation, prepares tax reports, and assists in resolving inquiries from the tax authority and tax dispute resolution.
sentences: The Family Wealth Consultant - Private Banking is tasked with delivering expert advice and comprehensive support for family office operations. This role encompasses a variety of responsibilities, including guiding family governance and succession strategies, overseeing corporate finance and investment portfolios, and facilitating tax planning and philanthropic initiatives. Additionally, the Family Wealth Consultant will be involved in trust and corporate services while ensuring compliance and risk management are effectively handled. To excel in this position, the consultant must possess a diverse skill set and extensive knowledge across these domains, along with strong interpersonal abilities to collaborate with family office professionals and external service providers to meet the unique needs of families., The Tax Senior Executive plays a crucial role in supporting the management of tax engagements and delivering exceptional tax services. This position requires a strong understanding of tax technical skills and business acumen to effectively address various work challenges. Within a Professional Services environment, the Tax Senior Executive is responsible for planning, executing, and reviewing straightforward tax compliance tasks. This role involves collaborating with clients to foster lasting relationships while ensuring the timely completion of tax deliverables. Additionally, the Tax Senior Executive assists in preparing tax returns for larger or more complex entities, oversees all aspects of tax compliance, prepares transfer pricing documentation, resolves inquiries from clients and tax authorities, and may engage in tax dispute resolution. In a corporate setting, the individual ensures compliance with tax reporting, implements tax policies, and upholds internal tax controls, while also preparing tax returns, managing tax compliance tasks, monitoring tax payments and refunds, and preparing comprehensive tax reports., The Tax Senior Executive is responsible for overseeing the financial auditing process and delivering high-quality audit services. This role requires a solid foundation in auditing standards and business knowledge to effectively tackle various audit challenges. Within an External Audit environment, the Tax Senior Executive plans, conducts, and reviews straightforward financial audits. The individual works closely with clients to build and maintain strong relationships while ensuring the timely completion of audit deliverables. Furthermore, the Tax Senior Executive assists in preparing audit reports for larger or more complex organizations, manages all aspects of audit compliance, prepares documentation for audit findings, addresses inquiries from clients or regulatory bodies, and may also engage in dispute resolution related to audit outcomes. In a corporate context, the role involves compliance with financial reporting standards, implementation of audit policies, and adherence to internal audit controls, while also preparing audit documentation, managing audit compliance tasks, monitoring financial discrepancies, and generating detailed audit reports., source_sentence: The Head of Client Investment Performance and Reporting is responsible for overseeing the investment performance and analytical reporting process. He/She evaluates overall portfolio performance based on analyses put together by the teams he leads, ensuring quality, validity and accuracy of performance calculations and benchmark valuations. He is then responsible for presenting these to various stakeholders such as fund investors and advisors. He also regularly reviews and modifies reporting processes and procedures for efficiency. The Head of Client Investment Performance and Reporting has a strong grasp of portfolio performance analysis and valuation techniques, championing best practices and methodologies to ensure efficiency and accuracy of his team's work. He excels at interpreting quantitative data and is highly analytical and logical so as to accurately assess portfolios' performances.
sentences: The Senior Analyst of Client Investment Management is responsible for managing the investment strategies and operational processes. He/She assesses the overall investment strategies based on insights provided by the teams he oversees, ensuring the effectiveness and reliability of strategy implementations and risk assessments. He is then responsible for communicating these strategies to various stakeholders such as clients and internal teams. He also regularly reviews and updates management processes and protocols for improvement. The Senior Analyst of Client Investment Management has a solid understanding of investment strategy and risk assessment techniques, promoting best practices and methodologies to ensure the effectiveness and reliability of his team's initiatives. He excels at analyzing qualitative data and is highly detail-oriented and strategic to effectively manage investment approaches., The Director of Investment Performance Analysis oversees the comprehensive evaluation of investment portfolios and the analytical reporting process. This role involves assessing overall portfolio performance through detailed analyses conducted by the teams under their supervision, ensuring that all performance calculations and benchmark valuations are accurate and reliable. The Director is tasked with presenting findings to various stakeholders, including fund investors and financial advisors. Additionally, they regularly review and enhance reporting processes and procedures to promote efficiency. The Director of Investment Performance Analysis possesses a deep understanding of portfolio performance metrics and valuation methodologies, advocating for best practices to ensure the effectiveness and precision of their team's efforts. They are adept at interpreting quantitative data and demonstrate strong analytical and logical skills to accurately evaluate portfolio performance., The Renewable Energy Asset Optimization Engineer plays a crucial role in maximizing the performance and longevity of solar photovoltaic systems. This position involves monitoring the operational efficiency of solar assets, analyzing performance data to pinpoint areas for enhancement, and working closely with maintenance and operations teams to address any technical issues. The engineer is tasked with implementing innovative strategies to boost energy generation and system performance while ensuring adherence to safety regulations and industry standards. Strong project management abilities are essential for overseeing system upgrades and coordinating with various stakeholders, including cross-functional teams and regulatory agencies, to foster collaboration and ensure optimal asset performance., source_sentence: The Marketing Director drives the organisations business strategies by setting direction for the organisations marketing campaigns, programmes and communication plans. He/she is also responsible for advancing public relations for the organisation, formulating data-driven commercial insights and directing budget forecasting activities. He operates in a rapidly transforming business environment and functions through his understanding of consumers preferences, market trends and industry landscape to promote the organisation and optimise its market share. He is an astute and aspiring leader who is able to negotiate strategically. He possesses strong business acumen and broad understanding of consumer, market and industry trends.
sentences: The Fleet Operations Manager is responsible for supervising the comprehensive operational activities across the entire fleet, ensuring adherence to safety protocols, reliability, and the attainment of bus service quality standards. This role requires providing expert technical guidance on engineering and maintenance initiatives, which includes analyzing fleet performance audit data to set engineering and maintenance benchmarks. Additionally, the manager will lead engineering assessments and technology implementation projects aimed at improving fleet reliability and maintainability. A successful candidate will demonstrate an innovative approach, possess a forward-thinking mindset, and utilize extensive engineering expertise to evaluate intricate engineering and operational challenges, subsequently offering well-informed recommendations to enhance the organization’s overall performance., The Marketing Coordinator assists in implementing the company's marketing strategies by supporting the execution of marketing campaigns, programs, and communication efforts. This position focuses on maintaining public relations activities, gathering data for commercial insights, and aiding in budget tracking processes. Working in a stable business environment, the Marketing Coordinator utilizes basic knowledge of consumer preferences and market trends to support the organization's presence and contribute to its market share. A supportive team member, he/she engages in routine negotiations and possesses foundational business awareness along with an understanding of consumer and industry dynamics., The Head of Marketing is responsible for steering the company's strategic initiatives by establishing the framework for marketing campaigns, programs, and communication strategies. This role involves enhancing the organization's public relations efforts, creating data-informed commercial insights, and overseeing budget forecasting activities. Operating within a dynamic business landscape, the Head of Marketing leverages a deep understanding of consumer preferences, market trends, and the competitive environment to elevate the organization's profile and maximize its market presence. A visionary leader, he/she excels in strategic negotiation and demonstrates exceptional business acumen alongside a comprehensive grasp of consumer behavior and industry developments., source_sentence: The Operation Specialist supports plant operations by coordinating day-to-day production activities, as well as maintenance and turnaround schedules and activities, for production shift teams, so as to meet production plans and schedules. He/She supports the Site Incident Controller (SIC) during emergency response situations. The Operation Specialist contributes to plant operation improvements by working closely with the production, process engineering and discipline engineering teams to define and execute plant improvement projects, and by reviewing Standard Operating Procedures (SOPs) for the process area under his charge. He also supports the implementation of the Process Safety Management (PSM) framework for production activities, and ensures compliance with Workplace Safety and Health (WSH) and Environmental Management System (EMS) requirements across production teams. The Operation Specialist may work on either a rotating or day shift in the field. He works closely with other departments, is able to work independently, and possesses good problem-solving, organisational, communication and interpersonal skills.
sentences: The Process Optimization Specialist offers expert technical support in enhancing process control and automation to improve efficiency, yield, and overall process capability while adhering to the organization's Workplace Safety and Health (WSH), Environmental Management System (EMS), and Process Safety Management (PSM) standards. This role involves close collaboration with the process safety engineering team, providing essential process engineering insights to ensure compliance with plant safeguarding requirements. Depending on the needs of the organization, the specialist may focus on specific areas such as process control, optimization, or engineering projects. Additionally, the Process Optimization Specialist aids the production department by executing production trial runs and suggesting enhancements to Standard Operating Procedures (SOPs) and work methods within various production areas. They also play a crucial role during plant commissioning and turnaround activities, addressing challenges that arise from modifications in process operations or new production initiatives. Strong analytical thinking, problem-solving abilities, and effective teamwork are essential attributes for success in this position., The Operations Manager oversees the daily activities of the logistics department by coordinating shipment schedules, inventory management, and transportation logistics to meet delivery timelines. This role includes assisting the Logistics Incident Controller (LIC) during crisis situations, ensuring effective management of logistics operations. The Operations Manager contributes to logistics optimization by working closely with supply chain, inventory control, and transportation teams to identify and execute improvement initiatives. He/She is responsible for reviewing operational procedures for the logistics area. The position also involves supporting the implementation of the Safety Management System (SMS) for logistics operations and ensuring compliance with Transportation Safety and Health (TSH) and Environmental Compliance Standards (ECS) across logistics teams. The Operations Manager may work on a fixed or flexible schedule and is required to collaborate with various departments while demonstrating strong analytical, planning, communication, and teamwork abilities., The Production Coordinator plays a vital role in ensuring efficient plant operations by managing daily production tasks, maintenance schedules, and turnaround activities for production teams to achieve production targets. This position involves assisting the Site Incident Controller (SIC) during emergency situations, ensuring a swift and effective response. The Production Coordinator actively participates in enhancing operational efficiency by collaborating with production, process engineering, and discipline engineering teams to identify and implement improvement projects. Additionally, he/she reviews and updates Standard Operating Procedures (SOPs) for the assigned process area. The role also includes supporting the implementation of the Process Safety Management (PSM) framework for production tasks, and ensuring adherence to Workplace Safety and Health (WSH) and Environmental Management System (EMS) regulations across production teams. The Production Coordinator may work on a rotating or day shift in the field and is expected to collaborate effectively with other departments while demonstrating strong problem-solving, organizational, communication, and interpersonal skills.
datasets: Fatin757/ssf-train-valid_v2
pipeline_tag: sentence-similarity
library_name: sentence-transformers
Likes: 0 | All-time downloads: 24
Created: 2025-09-18 07:42:31