Model: Fatin757/biencoder-v2
Author: Fatin757
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, modernbert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:800, loss:TripletLoss, en, arxiv:1908.10084, arxiv:1703.07737, base_model:nomic-ai/modernbert-embed-base, base_model:finetune:nomic-ai/modernbert-embed-base, license:apache-2.0, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: nomic-ai/modernbert-embed-base
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:800, loss:TripletLoss
base_model: nomic-ai/modernbert-embed-base
widget: source_sentence: Engineering Services. Executive Senior Manager (Managering Procurement). The Senior Engineer (Engineering Procurement) is responsible for managing procurement operations for the organisation's projects. He/She ensures adherence to quality standards in all procurement activities and processes, and further improves the procurement processes by proposing sourcing strategies and suggesting improvement initiatives to enhance the organisation's ability for timely delivery on projects. He manages a team of engineers and ensures efficient business operations.He typically comes from an engineering background. He is comfortable engaging and interacting with vendors and other external parties to manage the vendor selection and evaluation processes, as well as vendor relationships and performance. As an experienced worker with both engineering and procurement expertise, he may also be called upon to preparing training materials to develop the team's procurement capabilities.
sentences: Senior Engineer (Engineering Procurement), Senior Nurse Clinician, Hotel and Accommodation Services. Senior Linen Room Attendant / Laundry Valet Attendant. The Linen Room Attendant/Laundry Valet Attendant performs daily assigned duties to support the day-to-day laundry, linen and uniform room operations, ensuring the delivery of clean garments, uniforms, towels and linens to all internal and external customers. He/She collects and delivers guest laundry, performs laundry cleaning, sorts and issues linens and uniforms, and assists in inventory count. He also cleans and maintains laundry equipment and the work area.As part of service delivery, the Linen Room Attendant/Laundry Valet Attendant has to handle guests' requests and respond to their concerns and feedback in a professional and courteous manner. He complies with organisational guidelines and regulations on hygiene and workplace safety and health, and reports safety hazards observed to ensure workplace safety and security.He is a team player with a high level of attentiveness to details and good communication skills to interact with guests and all levels of staff. He works on shifts, including weekends and public holidays. He is physically fit to meet the physical demands of the job which may involve constant standing, walking and lifting of heavy laundry and linen loads during a shift., source_sentence: Social Service. Analyst Master Social Worker. The Master Social Worker works in the field of social work. He/She has expertise in social work domains and assists in supervising the delivery of interventions and programmes at the cluster or sub-sector level, driving community development work and uplifting the professional practice in social work. He strengthens partnership with key influencers within the community and across the organisation to guide the development of social service for various clients. He is also in charge of overseeing casework and group work intervention as well as providing strategic leadership to develop community development programmes. He initiates professional development projects for staff.A highly experienced professional with excellent management and leadership skills, the Master Social Worker inspires staff in their field of work. He works in institutional settings, communities, voluntary welfare organisations and hospitals. He leads collaborations with other agencies and ministries in the course of his work.
sentences: Air Transport. Senior Baggage Services Assistant. The Baggage Services Assistant operates automated baggage handling systems, Automated Guided Vehicles/Autonomous Vehicles (AGV/AVs) and conveyors to load and unload baggage from aircraft. He/She carries out checks on baggage to ensure there are no hazardous materials and dangerous goods. He tows, loads and unloads baggage containers. He adheres to individual safety and/or security standards in the workplace and reports breaches in safety and/or security standards.A Class 3 Driving Licence and an Airfield Driving Permit (ADP) are required of the Baggage Services Assistant to operate vehicles and conveyors. He works outdoors under all weather conditions as well as works in shifts to accommodate round-the-clock flight arrivals and departures. He is also physically strong and is familiar with baggage handling systems and processes. In addition, he has good time management and communication skills in order to work effectively with the team and carry out his duties., Master Social Worker, Principal Engineer / Engineering Manager (Mechanical and Electrical), source_sentence: BioPharmaceuticals Manufacturing. Associate Process Development / MS&T Executive. The Process Development/MS&T Manager reviews the operational and financial viability of developing, monitoring and improving biopharmaceuticals manufacturing processes within the facilities. He/She translates the departments objectives and priorities into actionable operating plans and Key Performance Indicators (KPIs) for Process Development/MS&T teams and tracks the progress. He is responsible for optimising internal processes while keeping in line with external guidelines and managing risks for the department. The Process Development/MS&T Manager is responsible for facilitating cross-departmental collaboration in order to successfully implement large-scale manufacturing processes for new biopharmaceuticals products or significant changes to equipment, systems and processes for existing products.The Process Development/MS&T Manager is expected to serve as a role model in the department and should be a personable and inspiring leader who can communicate well to influence internal and external stakeholders. He should be a champion for innovation and particularly enjoys leading efficiency and improvement initiatives across the organisation.
sentences: Director of Sales and Marketing, Process Development / MS&T Manager, Hotel and Accommodation Services. Associate Linen Room Attendant / Laundry Valet Attendant. The Linen Room Attendant/Laundry Valet Attendant performs daily assigned duties to support the day-to-day laundry, linen and uniform room operations, ensuring the delivery of clean garments, uniforms, towels and linens to all internal and external customers. He/She collects and delivers guest laundry, performs laundry cleaning, sorts and issues linens and uniforms, and assists in inventory count. He also cleans and maintains laundry equipment and the work area.As part of service delivery, the Linen Room Attendant/Laundry Valet Attendant has to handle guests' requests and respond to their concerns and feedback in a professional and courteous manner. He complies with organisational guidelines and regulations on hygiene and workplace safety and health, and reports safety hazards observed to ensure workplace safety and security.He is a team player with a high level of attentiveness to details and good communication skills to interact with guests and all levels of staff. He works on shifts, including weekends and public holidays. He is physically fit to meet the physical demands of the job which may involve constant standing, walking and lifting of heavy laundry and linen loads during a shift., source_sentence: Trade Associations and Chambers. Executive Branding, Marketing & Communications Director / Assistant Director. The Branding, Marketing & Communications Director/Assistant Director leads the organisations branding and marketing efforts. He/She reviews and endorses the organisations overall marketing, communication and branding strategies, and drives initiatives in adherence to the strategy. He leads the communications with key stakeholders within the organisation and drives cross-functional collaboration in support of achievement of the plan. He is also responsible for leading the development and adoption of new technologies into existing marketing processes and channels.The Branding, Marketing & Communications Director/Assistant Director is highly innovative, creative, strategic and forward-looking. He is encouraging, open to new ideas and strives to improve the organisation's marketing initiatives. He keeps abreast with the latest marketing technologies and serves as a mentor to direct reports, providing guidance on marketing, communication and branding strategies.
sentences: Branding, Marketing & Communications Director / Assistant Director, Monitoring, Surveillance and Testing Executive, Hotel and Accommodation Services. Executive Linen Room Attendant / Laundry Valet Attendant. The Linen Room Attendant/Laundry Valet Attendant performs daily assigned duties to support the day-to-day laundry, linen and uniform room operations, ensuring the delivery of clean garments, uniforms, towels and linens to all internal and external customers. He/She collects and delivers guest laundry, performs laundry cleaning, sorts and issues linens and uniforms, and assists in inventory count. He also cleans and maintains laundry equipment and the work area.As part of service delivery, the Linen Room Attendant/Laundry Valet Attendant has to handle guests' requests and respond to their concerns and feedback in a professional and courteous manner. He complies with organisational guidelines and regulations on hygiene and workplace safety and health, and reports safety hazards observed to ensure workplace safety and security.He is a team player with a high level of attentiveness to details and good communication skills to interact with guests and all levels of staff. He works on shifts, including weekends and public holidays. He is physically fit to meet the physical demands of the job which may involve constant standing, walking and lifting of heavy laundry and linen loads during a shift., source_sentence: Accountancy. Senior Internal Audit Assistant Consultant. The Internal Audit Assistant Manager is responsible for developing audit procedures and programmes based on internal audit engagement objectives and scope. He/She is involved in supervising internal audit engagements. The Internal Audit Assistant Manager analyses implications of significant changes and infocomm technology (IT) developments to the organisation, business units and key processes. He also guides the team to uphold professional standards and ensure internal audit engagements are executed in accordance with the International Professional Practices Framework (IPPF). He supports the business by applying data analytics and business intelligence tools to analyse data to interpret findings for business insights. The Internal Audit Assistant Manager is scrupulous and accountable. He exercises due professional care in his work.
sentences: Internal Audit Assistant Manager, Director of Sales and Marketing, Sea Transport. Coordinator Sales and Purchase Broker. The Sales and Purchase Broker acts as an intermediary between buyers and sellers of ships and is responsible for overseeing the sale and purchase of ships while ensuring compliance with legal and regulatory requirements. He/She assesses the viability and risks of pursuing new business opportunities and analyses risk management data to highlight potential areas of concern to management. He guides and provides on-the-job coaching to junior colleagues in their daily work.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: modernbert-job-role-matcher
results: task: type: triplet
name: Triplet
dataset: name: Unknown
type: unknown
metrics: type: cosine_accuracy
value: 1
name: Cosine Accuracy
verified: no
Likes: 0 | All-time downloads: 95
Created: 2025-06-24 14:50:56