Model: Fatini/ssf-retriever-modernbert-embed-base-attempt1
Author: Fatini
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, modernbert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:3016, loss:MultipleNegativesRankingLoss, dataset:dnth/ssf-train-valid-v3, 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:3016, loss:MultipleNegativesRankingLoss
base_model: nomic-ai/modernbert-embed-base
widget: source_sentence: The Market and Liquidity Risk Analyst is responsible for conducting routine identification, measurement, mitigation, monitoring, and reporting of market and liquidity risks. He/She also conducts independent analyses to provide greater insight into risk exposures and mitigation efforts within market and liquidity risk scenarios. He actively supports the compliance of regulatory requirements relating to market and liquidity risk management in order to ensure the financial health of the organisation. The Market and Liquidity Risk Analyst's duties may require him to be contactable after office hours. He is well-versed with financial risks relating to the organisation and products. He possesses strong analytical and practical abilities in applying various methodologies to identify and analyse risks. He is a strong communicator, works well in teams, and is self-motivated in achieving individual and organisational goals.
sentences: The Underwriting Manager leads the underwriting team by providing strategic direction and oversight. This role involves thoroughly evaluating insurance applications from potential clients, analyzing associated risks, and making informed underwriting decisions in line with company policies. The manager monitors team performance to ensure timely case processing and high customer satisfaction. Collaborating closely with customer service teams, the Underwriting Manager facilitates clear communication regarding underwriting procedures and business rules. Responsibilities also include managing relationships with intermediaries, in-house underwriters, and external clients within a fast-paced environment. The ideal candidate demonstrates strong analytical and numerical proficiency, is adept with risk evaluation tools, and effectively communicates complex information to diverse stakeholders. Sound judgment and logical thinking are essential for driving effective decision-making in this role., The Market and Liquidity Risk Manager oversees the strategic direction and governance of market and liquidity risk frameworks, leading a team responsible for risk identification, measurement, and mitigation. This senior role involves setting policies, managing escalations, and liaising with regulatory bodies to ensure compliance with evolving risk management standards across multiple jurisdictions. The manager is accountable for high-level decision making and resource allocation, requiring extensive experience and leadership skills. The position demands proactive communication with executive leadership and may involve international travel to coordinate risk activities across global offices., The Market and Liquidity Risk Analyst is tasked with the ongoing identification, assessment, control, and reporting of market and liquidity risks. This role involves performing independent evaluations to deepen understanding of risk exposures and the effectiveness of mitigation strategies within market and liquidity contexts. The analyst ensures adherence to regulatory standards related to market and liquidity risk management to safeguard the organisation’s financial stability. Availability beyond standard working hours may be required. The ideal candidate has comprehensive knowledge of financial risks associated with the company and its products, demonstrates strong analytical skills in applying risk assessment techniques, communicates effectively, collaborates efficiently within teams, and is driven to meet both personal and corporate objectives., source_sentence: A Senior Pharmacy Technician Executive in the Patient Care Services sub-track is responsible for co-managing dispensing errors, performing medication management and providing patient education. S/He reviews day-to-day operations of department-based functions to maximise service provision. S/He is required to develop and review training curriculum, plans and materials. S/He works in various settings such as hospitals, outpatient clinics, polyclinics and retail pharmacies. S/He should be proactive and conscientious. S/He should possess effective interpersonal, leadership and problem-solving skills.
sentences: The Senior Pharmacy Technician Executive plays a key role in overseeing medication dispensing accuracy, managing pharmaceutical care, and educating patients within the Patient Care Services domain. This position involves supervising daily departmental activities to enhance service delivery and contributing to the design and evaluation of training programs and materials. Operating across diverse healthcare environments including hospitals, outpatient clinics, polyclinics, and retail pharmacies, the role demands a proactive and diligent professional equipped with strong leadership, communication, and analytical problem-solving skills., The Senior Pharmacy Technician Executive is responsible for managing the procurement and inventory control of pharmaceutical supplies within hospital logistics. This role focuses on coordinating supply chain activities, ensuring timely stock replenishment, and maintaining vendor relationships rather than direct patient care or medication dispensing. It requires expertise in inventory management systems, negotiation skills, and operational planning, and is typically performed in warehouse or supply management settings rather than clinical environments., The Senior Technician (Mechanical and Electrical) is responsible for conducting both preventive and corrective maintenance on mechanical and electrical equipment. This role demands strong technical expertise and hands-on skills in managing diverse mechanical and electrical systems. Key responsibilities include diagnosing system faults, delivering technical support and mentorship to junior technicians, and overseeing contractors and external parties to ensure adherence to safety protocols and operational standards. The technician operates in shifts and performs tasks across multiple rail facilities, including workshops and train stations. Effective teamwork and clear communication are essential to facilitate maintenance operations., source_sentence: The Engineer (Engineering Procurement) is responsible for conducting procurement activities to support engineering projects. He/She is responsible for developing sourcing proposals and conducting vendor pre-qualification and assessment. He typically has an engineering background and is able to translate project requirements into specifications for materials, equipment and services to procure. He manages a team of officers and contributes to the improvement of business operations. He is comfortable in engaging and interacting with vendors and other external parties to fulfil his responsibilities in coordinating vendor selection processes, maintaining vendor contract records and databases, and following up on vendors' deliverables.
sentences: The Engineer (Quality Assurance) is tasked with developing and implementing quality control protocols across engineering projects. This role requires expertise in defining quality standards, conducting product inspections, and ensuring compliance with industry regulations. The engineer supervises a team focused on testing procedures and corrective actions, collaborating closely with production units to maintain high-quality outputs. Vendor interactions are limited to ensuring product conformity rather than procurement activities., The Executive - On-Demand Media Technology and Operations is responsible for managing the organisation’s content distribution across various on-demand media platforms. This role involves handling key processes such as content ingestion, encoding, transcoding, and performing rigorous quality assurance to ensure adherence to the company’s technical guidelines. The executive develops and implements media software solutions tailored to streamline media workflows and satisfy customer delivery expectations. Additionally, they architect, deploy, and manage content delivery networks (CDNs) to guarantee seamless content access for viewers. Their duties encompass the full cycle of on-demand media operations from design through to maintenance. A strong focus on innovation, process optimization, and effective collaboration with cross-functional teams is essential for success in this position., The Engineer (Engineering Procurement) oversees procurement processes essential to engineering initiatives. This role involves creating sourcing strategies, evaluating and pre-qualifying suppliers, and translating engineering needs into detailed specifications for purchasing materials, equipment, and services. The engineer leads a group of officers and actively supports operational enhancements. Strong vendor relationship management and coordination of supplier selection, contract documentation, and deliverable tracking are key aspects of this position., source_sentence: The Civil and Structural Engineer manages planning and development of projects. He/She develops engineering designs based on project requirements, from conceptual to schematic and detailed designs. He conducts project assessments and is able to provide feasible and creative solutions based on the assessment results. He participates in the tendering processes and monitors the work of contractors and subcontractors. He plans the team's manpower allocation and provides on-the-job coaching to junior staff. He is meticulous and highly detail-orientated. He is well versed in civil and structural engineering practices. He is analytical, has excellent problem-solving skills, and also possesses strong interpersonal skills essential for engagement with internal and external stakeholders. He is required to work both in office and at project sites.
sentences: The Civil and Structural Engineer leads the financial auditing processes within a construction firm, focusing on budget compliance and cost-saving strategies. They review accounting records, prepare financial reports, and ensure adherence to corporate financial policies. The engineer supervises the auditing team, provides training on auditing standards, and liaises with external auditors. Strong knowledge of accounting principles, financial regulations, and audit software is essential. This role demands meticulous attention to financial details, analytical skills for detecting discrepancies, and the ability to communicate effectively with finance and project management departments. Work is primarily conducted in an office environment with occasional visits to project sites for financial inspections., The Design Project Manager oversees the planning and execution of design initiatives, coordinating project schedules and activities with relevant stakeholders. They manage scope adjustments, address challenges, and mitigate risks that could affect project delivery. In their leadership role, they allocate personnel and resources effectively across projects and mentor team members to enhance their capabilities. The Design Project Manager directs a team towards achieving project goals, often engaging in extensive stakeholder communication, reviewing deliverables, and offering strategic guidance. Strong organizational skills and task prioritization are essential, alongside a thorough understanding of quality assurance processes to ensure optimal product performance., The Civil and Structural Engineer oversees the planning and execution of engineering projects, creating designs that meet specific project criteria from initial concept through detailed development. They perform thorough project evaluations and propose innovative, practical solutions based on these analyses. The engineer is actively involved in the tendering process and supervises contractors and subcontractors to ensure compliance and quality. Additionally, they manage team resource allocation and mentor junior engineers, demonstrating a strong attention to detail and in-depth knowledge of civil and structural engineering principles. Excellent analytical thinking, problem-solving abilities, and interpersonal communication skills are vital for effective collaboration with both internal teams and external partners. This role requires working in both office settings and on-site project locations., source_sentence: The Sales Account Manager acts as a key point of contact between an organisation and its clients. He/She possesses thorough product knowledge and oversees product and/or service sales. He works with customers to identify their wants and prepares reports by collecting, analysing, and summarising sales information. He contacts existing customers to discuss and give recommendations on how specific products or services can meet their needs. He maintains customer relationships to strategically place new products and drive sales for long-term growth. He works in a fast-paced and dynamic environment, and travels frequently to clients' premises for meetings. He is familiar with client relationship management and sales tools. He is knowledgeable of the organisation's products and services, as well as trends, developments and challenges of the industry domain. The Sales Account Manager is a resourceful, people-focused and persistent individual, who takes rejection as a personal challenge to succeed when given opportunity. He appreciates the value of long lasting relationships and prioritises efforts to build trust with existing and potential customers. He exhibits good listening skills and is able to establish rapport with customers and team members alike easily.
sentences: The Centre Leader is responsible for shaping strategic initiatives and organizational frameworks that promote a supportive and trust-based environment, encouraging mentorship, teamwork, and ongoing professional growth within the Centre. This role oversees the effective management and improvement of Centre functions in compliance with relevant industry standards. The Centre Leader champions operational and programmatic quality by establishing robust procedures across key domains such as governance, stakeholder engagement, continuous learning, curriculum design, and teaching methodologies. With excellent communication and influential leadership, they build lasting partnerships and embody the Centre’s core mission, vision, and values, while ensuring the welfare of all personnel., The Sales Account Manager serves as the primary liaison between the company and its clientele, leveraging deep product expertise to drive sales of products and services. This role involves collaborating closely with customers to understand their requirements, preparing detailed sales reports through data collection and analysis, and proactively reaching out to current clients to offer tailored recommendations. The Sales Account Manager nurtures client relationships with the objective of introducing new products and fostering sustainable revenue growth. Operating in a dynamic and fast-moving setting, frequent travel to client locations is expected. Proficiency in customer relationship management software and sales platforms is essential. In addition to comprehensive knowledge of the company’s offerings, the individual stays informed of industry trends and challenges. The Sales Account Manager demonstrates resilience, strong interpersonal skills, and a commitment to building trust through attentive listening and relationship cultivation., The Sales Account Manager leads a team responsible for developing marketing strategies and overseeing brand promotion within the organisation. He/She designs campaigns to increase product awareness, coordinates with advertising agencies, and manages digital content creation to enhance market presence. The role requires supervising junior marketing staff, setting performance targets, and analysing campaign metrics to adjust marketing approaches. The Sales Account Manager operates primarily from the office, with limited travel obligations, and collaborates closely with the product development team to align messaging. Strong skills in marketing analytics, campaign management tools, and creative communication are essential. This role focuses on strategic branding and promotional activities rather than direct client sales or relationship management.
datasets: dnth/ssf-train-valid-v3
pipeline_tag: sentence-similarity
library_name: sentence-transformers
Likes: 0 | All-time downloads: 33
Created: 2025-09-18 03:08:57