Model: frankwong2001/4_modernbert-embed-base
Author: frankwong2001
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, modernbert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:10556, loss:MultipleNegativesRankingLoss, dataset:frankwong2001/ssf-train-valid-combi-v1v2v3, 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:10556, loss:MultipleNegativesRankingLoss
base_model: nomic-ai/modernbert-embed-base
widget: source_sentence: The Risk Analytics Analyst/Compliance Analytics Analyst is responsible for the development, implementation and/or utilisation of quantitative models and data analysis to support day-to-day risk and compliance functions. He/She supports independent research required for the development of risk and compliance quantitative models and data analytics methodologies, along with testing and validation to ensure their suitability for business requirements. He enables the deployment of models and guides others in the use of analytics to support business needs. He is also involved in the conduct of analysis and modelling, and compiles findings to draw insights and create reports. The Risk Analytics Analyst/Compliance Analytics Analyst is technically proficient with numerical, quantitative and data analysis approaches to meet business requirements. He is highly analytical, conceptual and able to communicate complex ideas in simple and easy to understand terms. He is able to draw connections between numerical data and contexts within risk and/or compliance functions to provide evidence and insights to influence decision-making.
sentences: The Risk Analyst is responsible for overseeing the financial auditing processes within the organization. 

The Compliance Manager is tasked with leading a team of junior analysts to ensure adherence to industry regulations and standards.

The Data Science Associate focuses on developing machine learning algorithms for product recommendations in the retail sector.

The Risk Management Specialist works in a global market, ensuring compliance with international standards and regulations across multiple countries.

The Business Intelligence Analyst combines responsibilities from data analysis and project management, overseeing digital marketing strategies while managing risk assessments., The Multimedia Specialist is tasked with the technical execution of multimedia content design strategies. This role encompasses the planning, setup, and maintenance of systems including servers and visual playback devices, as well as the processing and distribution of video signals to visual output devices such as projectors and LED displays. A strong understanding of video capture technology, including cameras, is essential, along with expertise in designing, deploying, and configuring network infrastructure to achieve the desired performance effects.

Additionally, Multimedia Specialists utilize video systems to enhance video content, executing techniques like content layering, applying visual effects, and mapping projections onto various surfaces. Depending on their qualifications and experience, they may also specialize as Network Engineers. These professionals can work in diverse environments such as venues, rental firms, production houses, or directly within production teams, either on a full-time or casual basis., The Risk Analytics Analyst is tasked with the design, execution, and application of quantitative models and data analysis to enhance daily risk and compliance operations. This role involves conducting independent research to develop robust risk and compliance models and data analytics methodologies, alongside performing testing and validation to ensure alignment with business objectives. The analyst facilitates the implementation of these models and provides guidance on analytics usage to meet business requirements. Additionally, he/she engages in comprehensive analysis and modeling, synthesizing findings to generate insights and produce detailed reports. The Risk Analytics Analyst demonstrates strong technical proficiency in numerical and quantitative analysis techniques, showcasing exceptional analytical and conceptual skills, with the ability to convey complex concepts in a clear and accessible manner. He/she effectively connects numerical data with risk and compliance contexts to deliver evidence-based insights that support informed decision-making., source_sentence: The Optimisation Engineer supports cross-functional clean energy areas and is responsible for maximising the efficiency, reliability, and performance of smart grid systems and battery energy storage technologies. He/She analyses system data to identify inefficiencies, designing and implementing optimisation strategies to enhance system performance. He also leads innovative initiatives to improve energy storage systems and the smart grid performance, working with research and development teams to develop and implement new technologies or software.

He possesses strong problem-solving skills, systems thinking, and data analysis proficiency. He must also be adept at innovation and collaboration, working effectively with stakeholders to achieve target outcomes.
sentences: The Optimisation Engineer plays a crucial role in supporting various clean energy initiatives and is tasked with enhancing the efficiency, reliability, and performance of smart grid systems and battery storage technologies. He/She evaluates system data to pinpoint inefficiencies and formulates optimisation strategies to boost system performance. Additionally, he/she spearheads innovative projects aimed at advancing energy storage solutions and smart grid capabilities, collaborating with research and development teams to create and implement new technologies or software.

He possesses excellent problem-solving abilities, systems thinking, and expertise in data analysis. Furthermore, he must excel in innovation and teamwork, effectively engaging with stakeholders to achieve desired results., The Chef prepares a wide range of dishes, focusing on culinary excellence and presentation. He/She manages kitchen operations, ensuring that meals are prepared to the highest standards and served promptly. Additionally, he/she experiments with new recipes and flavors, collaborating with the kitchen staff to create a unique dining experience for guests., The Wardrobe Supervisor is tasked with managing the execution of costume designs for a production according to established designs and plans. This includes overseeing the acquisition or creation of costumes, fitting and adjusting apparel for individual cast members, managing costume operations during performances, and ensuring proper maintenance and repair of costumes, which encompasses laundry, ironing, and post-production storage. They effectively adhere to costume plans and technical specifications while also offering recommendations and creative or technical insights. Wardrobe Supervisors are generally found in larger venues, productions, and organizations where the scale necessitates a dedicated focus on costumes. In smaller venues and productions, other personnel often assume the responsibilities associated with this role., source_sentence: The Threat Analysis Manager plans out strategies to pre-empt potential threats in an organisation's cyber related systems. He/She is responsible for identifying the IT assets that are prone to cyber threats and attacks. He proactively monitors the open web and identifies potential threats and groups or individuals capable of attempting cyber-attacks. He runs tests and analyses different areas of the IT assets to ensure they are safe from cyber-attacks. He is familiar with cyber security standards, protocols and frameworks. He is knowledgeable in using various cyber security analysis tools and techniques to monitor and identify potential incidents. The Threat Analysis Manager is alert and vigilant in performing monitoring activities, and is able to analyse and identify potential security-related issues, which may have critical impact on security and operational systems. He communicates clearly in his interactions with others and coordinates effectively with his team to perform security operations.
sentences: The E-Commerce Manager spearheads the expansion of the online retail sector by improving customer interactions and overseeing the process of order fulfillment, alongside technological and infrastructure strategies. This role also entails producing data-informed commercial insights and nurturing partnerships essential to the business. Operating within a dynamic and digital-focused setting, he/she manages the complete commercialization and operation of the e-commerce platform. As a motivated, cooperative, and results-driven leader, he/she demonstrates technological proficiency and strong business insight, effectively juggling various projects., The Event Coordinator organizes and manages logistics for corporate events and functions. He/She is responsible for coordinating with vendors, managing budgets, and ensuring that all event details are executed smoothly. The coordinator works closely with clients to understand their needs and preferences, and creates memorable experiences through effective planning and execution. He/She is adept at problem-solving and handles unexpected challenges with ease, ensuring successful events that align with client expectations., The Threat Analysis Manager is responsible for developing strategies to proactively address potential threats to an organization’s cyber systems. He/She identifies IT assets vulnerable to cyber threats and continuously monitors the open web for potential dangers and groups or individuals that may attempt cyber-attacks. The manager conducts tests and analyzes various aspects of IT assets to ensure their safety from cyber threats. With a strong understanding of cyber security standards, protocols, and frameworks, he/she utilizes a variety of cyber security analysis tools and techniques to detect and respond to potential incidents. The Threat Analysis Manager remains alert and vigilant during monitoring activities, effectively analyzing and identifying security-related issues that could significantly impact security and operational systems. He/She communicates clearly and collaborates efficiently with team members to execute security operations., source_sentence: The Lead Designer manages all aspects of the design process, from research and ideation to creative conceptualisation and design. He/She collaborates with stakeholders to research and develop cohesive design plans, concepts and prototypes. As a team lead, he initiates research activities to be performed and provides on-the-job training to enhance the core competence of his team members. He also works with a diverse group of internal and external stakeholders to ensure final design output meet the needs of the organisation or customers. The ability to delegate and lead project teams towards successful adoption of new design ideas is essential for the Lead Designer. He possesses a strong mastery of design fundamentals in and can generate creative work that meets the requirements of stakeholders. He is able to work on multiple projects concurrently and deliver on expectations within tight deadlines. He may specialise as an Architect, Landscape Architect/Landscape Designer, Interior Designer, Fashion Designer, Product Designer, Furniture Designer, Graphic Designer and/or Interaction Designer, etc.
sentences: The Lead Designer oversees every facet of the design workflow, ranging from research and idea generation to innovative conceptualization and execution. This role involves working closely with stakeholders to formulate comprehensive design strategies, concepts, and prototypes. Acting as a team leader, he/she initiates research efforts and provides mentorship to bolster the skill set of team members. Collaborating with a varied group of internal and external partners, he/she ensures that the final design outputs align with the requirements of the organization and its customers. The ability to guide and motivate project teams towards the successful implementation of new design concepts is crucial for the Lead Designer. With a robust understanding of design principles, he/she consistently produces creative outputs that satisfy stakeholder expectations. The role demands the capacity to manage multiple projects simultaneously and meet deadlines effectively. Specializations may include Architecture, Landscape Architecture, Interior Design, Fashion Design, Product Design, Furniture Design, Graphic Design, or Interaction Design., The Project Executive is tasked with collecting requirements from both internal and external stakeholders, as well as planning and executing project logistics for the storage and transportation of complex and heavy cargo. Additionally, he/she manages contractors and vendors to ensure adherence to the project lifecycle and compliance with project specifications. With strong analytical and systematic skills, he/she is expected to explore alternative solutions and evaluate the feasibility of plans. He/she must also work closely with stakeholders to implement new processes and technologies that provide innovative solutions for customers., The Lead Designer evaluates the performance of the marketing team, focusing on campaign execution and brand messaging. 

The Lead Designer directs a junior team of graphic artists, requiring minimal experience and limited decision-making authority.

The Lead Designer analyzes compliance regulations in the healthcare sector, applying design skills to ensure adherence to legal standards.

The Lead Designer is responsible for design projects in a different country, adapting to unique cultural and regulatory challenges while managing cross-border teams.

The Lead Designer combines responsibilities of a project manager and a software engineer, overseeing both design initiatives and technical development without clear delineation of roles., source_sentence: The Assistant Pastry Cook/Assistant Baker/Kitchen Assistant is responsible for the production of pastry and baked goods. He/She prepares the baking equipment and ingredients, and applies finishing touches in post-production of pastries and baked goods. He follows hygiene, safety and other standards, and carries out food and beverage operational tasks. He may suggest areas for continuous improvement within his own workstation. Attentive and meticulous, he possesses good time management skills and is able to multi-task, while performing physical tasks in a high-volume production environment. He is able to work under high temperatures, and in a flexible schedule, including weekends, evenings, and public holidays.
sentences: The Manager (Airside Operations) is responsible for crafting emergency response strategies and implementing policies for Foreign Object Debris (FOD) clearance. This role includes reviewing and refining Standard Operating Procedures (SOPs) to enhance the allocation of aircraft stands and streamline operational planning. The manager ensures compliance with safety and performance benchmarks at the airside while developing systems to ensure adherence to safety and security protocols. As a mentor, they assess the developmental needs of their team members and provide guidance to help them reach their full potential. Additionally, the Manager (Airside Operations) leads change management efforts within the organization. A deep understanding of airport operations and industry standards is essential, along with familiarity with aerodrome safety SOPs. Staying updated on international regulations and developments in airside operations is crucial. Strong management and stakeholder engagement skills are necessary to lead the team effectively and represent the organization in external interactions., The Assistant Chef/Line Cook/Kitchen Staff is responsible for the preparation of savory dishes and entrees. He/She sets up the cooking appliances and ingredients, and applies garnishes during the serving of dishes. He follows cleanliness, safety, and other protocols, and performs kitchen and dining operational duties. He may recommend changes for better efficiency within his own cooking area. Attentive and thorough, he exhibits strong organizational skills and is adept at prioritizing tasks, while executing routine duties in a low-volume service environment. He is able to work in cold conditions, and adheres to a rigid schedule, which excludes weekends, evenings, and public holidays., The Assistant Pastry Cook/Assistant Baker/Kitchen Assistant is tasked with producing a variety of pastries and baked goods. He/She prepares the necessary baking equipment and ingredients, and adds finishing touches during the post-production phase of the items. He adheres to hygiene, safety, and other relevant standards, while executing food and beverage operational duties. He may also identify opportunities for continuous improvement in his workstation. Detail-oriented and diligent, he demonstrates strong time management skills and the ability to multi-task in a fast-paced production setting. He is capable of working in high temperatures and maintains a flexible schedule, which may include weekends, evenings, and public holidays.
datasets: frankwong2001/ssf-train-valid-combi-v1v2v3
pipeline_tag: sentence-similarity
library_name: sentence-transformers
Likes: 0 | All-time downloads: 33
Created: 2025-09-18 09:03:21