Model: Fatin757/ssf-retriever-modernbert-v7
Author: Fatin757
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, modernbert, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:7540, loss:MultipleNegativesRankingLoss, dataset:Fatin757/ssf-train-valid_v7, 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:7540, loss:MultipleNegativesRankingLoss
base_model: nomic-ai/modernbert-embed-base
widget: source_sentence: The Scriptwriter/Writer is responsible for creating blueprints and details of the script based on the concept or idea. With a deep understanding of the storyline, the target audience and the requirements of the creative leadership teams, he/she develops the story elements to translate the creative vision into a beautiful story for production. He works closely with the production teams to review and revise the script based on inputs to fit the potential audience appeal and enhance the suitability and marketability of the production. During the development process, he frequently reviews the work to ensure it meets required editorial standards. He also flags the possibility of legalities that may occur in view of the regulatory requirements and local needs of the primary market and audience. He is expected to work under pressure so as to manage edits within a short time frame. He may be required to travel depending on the production requirements. He should have an understanding on how productions affect audiences and be familiar with the current formats of presenting screenplays. He should be well versed with script-writing guidelines and techniques to be able to develop a full-length script that is production ready within required deadlines. He should also have a fundamental understanding of the process of translating scripts to various visual media, as well as knowledge of script requirements for immersive content. He should possess strong grammar and writing capability as well as creativity, patience, self-motivation and resilience, with an excellent understanding of production processes.
sentences: The Senior Script Editor leads a team to oversee the refinement and finalization of scripts, ensuring alignment with creative vision and production standards. They work extensively with directors and producers to approve script revisions and manage legal clearances but do not typically write original scripts themselves. This role focuses more on editorial oversight and coordination than on initial script creation. Travel is frequent to various production sites to supervise script implementation and ensure compliance with regulatory frameworks.

The Content Writer for digital marketing develops engaging copy and content strategies tailored for online platforms. They collaborate with marketing teams to optimize content for SEO and audience engagement but do not create scripts for visual media productions. Their work involves writing blogs, social media posts, and promotional materials rather than full-length scripts, with an emphasis on quick turnaround and analytics-driven content performance.

The Screenplay Consultant advises film and TV productions on script structure, character development, and market trends. While they provide expert feedback and marketability assessments, they do not write or revise scripts directly. The role requires extensive knowledge of production processes and audience preferences but is primarily advisory, often working remotely without travel requirements., The Business Controller/Finance Director acts as the key financial advisor and partner to all business units within the organisation. This role entails offering expert accounting guidance to stakeholders to enhance organisational value while mitigating risks in line with both external regulations and internal policies. The Business Controller/Finance Director excels in building strong relationships and exploring new business opportunities. Additionally, they play a vital role in financial planning and analysis, supporting management decisions, managing operational risks, and ensuring effective business performance through profitability and operational reviews. The role also includes responsibilities such as recruitment, performance evaluation, and identifying training needs for staff across the organisation., The Scriptwriter/Writer crafts detailed script blueprints based on concepts or ideas. With a thorough grasp of the storyline, target audience, and creative leadership needs, they develop story elements that bring the creative vision to life for production. Collaborating closely with production teams, they revise scripts according to feedback to enhance audience appeal and marketability. Throughout development, they ensure editorial standards are met and identify potential legal issues related to regulatory and local market requirements. The role demands managing edits under tight deadlines and may involve travel based on production needs. The Scriptwriter/Writer understands audience impact, current screenplay formats, and script-writing techniques to deliver production-ready full-length scripts on time. They also have foundational knowledge of adapting scripts for various visual media and immersive content, paired with strong grammar, creativity, patience, self-motivation, resilience, and a solid understanding of production processes., source_sentence: The Executive - Localisation coordinates internal and external processes to execute the localisation of the organisation's content for delivery to specific territories. He/She maintains day-to-day communication with internal localisation teams and vendors to monitor the progress of specific projects. He is also responsible for communicating expected quality standards for localisation assets to internal localisation teams and localisation vendors. The work involves a high level of coordination and communication with internal and external stakeholders. He spends most of his time liaising with external vendors as well as internal teams for content localisation. He is expected to be effective at planning and stakeholder management in order to coordinate with all stakeholders involved in the localisation processes and projects.
sentences: The Strategy & Governance Director/Assistant Director leads the development and implementation of the organisation's strategic plans and governance frameworks. They are responsible for managing risk, ensuring compliance with governance standards, and collaborating with the Executive Committee, Council, or Board to identify new opportunities for sustainable growth. This role includes coordinating board and management meetings, preparing and presenting reports, and guiding the organisation’s budgeting process. The ideal candidate is strategic, analytical, risk-aware, and skilled at communicating complex decisions to senior leadership and stakeholders., The Senior Localisation Manager leads the localisation strategy and oversees multiple teams to deliver content localisation across global markets, focusing on high-level project management and vendor negotiations.  
The Content Marketing Executive coordinates marketing campaigns and liaises with internal creative teams and external agencies to promote products within local markets.  
The Executive - Translation Services handles the translation of documents and ensures linguistic accuracy but does not manage the broader localisation process or vendor relationships., The Executive - Localisation manages both internal and external workflows to ensure the organisation’s content is accurately localised for targeted regions. He/She maintains continuous communication with internal localisation teams and external vendors to track project progress and ensures all localisation outputs meet established quality standards. This role requires strong coordination and communication skills to work effectively with various stakeholders. The Executive spends a significant portion of time collaborating with vendors and internal teams to facilitate content localisation and is expected to excel in planning and stakeholder engagement to successfully oversee localisation projects., source_sentence: A Senior Principal Occupational Therapy Manager sets the strategic direction of the department and leads occupational therapists in cluster-wide initiatives to enhance clinical innovation and evidence-based practice. S/He leads change by implementing new or revising policies and driving the corporate governance agenda. S/He is in charge of leading improvements in service delivery and the care model and plans strategies to promote these new improvements and new clinical services. S/He ensures that there is sufficient human resources in the department and manages the budgets in the clinical setting. Her/His core function will be in managerial work, but s/he will also perform some clinical, educational and research tasks in the course of her/his day-to-day work. S/He may work in various settings such as but not limited to public and private institutions, acute and community hospitals, rehabilitation centres, voluntary welfare organisations, schools, integrated and long-term care facilities and clients homes and work environments. S/He may also work as part of collaborative, interdisciplinary teams which may include teachers, nurses, doctors, audiologists, psychologists, social workers, physiotherapists and speech therapists. S/He should be visionary, driven and decisive. S/He should possess effective interpersonal, team-building and leadership skills.
sentences: A Senior Principal Occupational Therapy Manager is responsible for setting the strategic vision of the department and guiding occupational therapists in cluster-wide programs to advance clinical innovation and evidence-based practices. This role involves leading transformation by introducing new or updated policies and championing corporate governance initiatives. The manager oversees enhancements in service delivery and care models, developing strategies to promote these advances and new clinical services. They ensure adequate staffing levels within the department and handle budget management in clinical environments. While primarily focused on managerial duties, the role also includes clinical, educational, and research responsibilities. The Senior Principal Occupational Therapy Manager may operate in diverse settings such as public and private healthcare institutions, acute and community hospitals, rehabilitation centers, voluntary welfare organizations, schools, integrated and long-term care facilities, as well as clients’ homes and workplaces. Collaboration with interdisciplinary teams—including teachers, nurses, doctors, audiologists, psychologists, social workers, physiotherapists, and speech therapists—is integral. The ideal candidate is visionary, motivated, decisive, and demonstrates strong interpersonal, leadership, and team-building capabilities., The Sales and Purchase Broker serves as a mediator between ship buyers and sellers, managing the transaction process and ensuring adherence to all relevant legal and regulatory standards. This role involves evaluating the feasibility and risks associated with new business prospects and analyzing risk management information to alert management to possible issues. Additionally, the broker offers guidance and hands-on training to junior team members in their routine tasks., The Principal Physiotherapy Manager leads the physiotherapy department by setting clinical priorities and directing physiotherapists across multiple sites to improve patient rehabilitation outcomes. This role focuses on managing clinical protocols, facilitating policy updates, and ensuring compliance with healthcare regulations. The manager supervises staffing and resource allocation while coordinating budget expenditures in rehabilitation settings. Besides managerial responsibilities, the role requires active involvement in patient treatment, training junior therapists, and conducting clinical research. Work environments include hospitals, outpatient clinics, community care centers, and specialized rehabilitation units. Collaboration with multidisciplinary teams such as occupational therapists, nurses, doctors, and social workers is expected. The successful candidate should be proactive, collaborative, and possess strong leadership and communication skills.

The Senior Principal Occupational Therapy Manager in a mental health setting develops strategic initiatives to enhance psychosocial rehabilitation programs. This position emphasizes policy development, governance adherence, and service model redesign specifically for mental health occupational therapy services. Responsibilities include resource planning, budget oversight, and leading clinical education tailored to psychiatric care. The role involves working closely with psychiatrists, psychologists, social workers, and peer support specialists in hospital and community mental health facilities. The incumbent must be innovative, resilient, and skilled in interdisciplinary collaboration and team leadership.

The Senior Principal Occupational Therapy Manager specializing in pediatric care directs department strategies to improve therapeutic interventions for children with developmental disabilities. The role includes policy formulation, governance, and advancing pediatric occupational therapy practices across multiple community and hospital settings. Responsibilities encompass human resource management, budget control, and conducting clinical research focused, source_sentence: The Operations Risk and Control Analyst acts as the first line of defence by assisting the management of day-to-day risks. He/She will be responsible for identifying, analysing and documenting operational risk events and incidents for further investigation. He also supports the team in the development and implementation of risk procedures, detailing out required processes, controls and governance standards for all relevant processes. The Operations Risk and Control Analyst is both logical and analytical as his tasks involve monitoring and tracking risks. He is numerically inclined and comfortable with documentation and analysis tasks. He is familiar with spreadsheet software to handle data efficiently.
sentences: Assistant Civil and Structural Engineer job openings in Singapore, The Senior Operations Risk Manager leads the risk management team by overseeing strategic risk assessments and coordinating mitigation plans across multiple departments. This role focuses on high-level risk governance and policy development rather than day-to-day operational risk tracking. The Senior Manager also liaises with external auditors and ensures compliance with regulatory requirements, requiring extensive experience in risk frameworks and leadership skills. Advanced data analytics tools and risk management software expertise are preferred.

The Business Continuity Analyst is responsible for developing and testing business continuity plans to ensure organizational resilience during disruptions. This role involves coordinating recovery strategies and conducting impact analyses rather than managing daily operational risks. The analyst collaborates with various business units to implement continuity procedures and maintains documentation related to crisis management and recovery protocols.

The Compliance Risk Analyst focuses on regulatory compliance risks by monitoring adherence to legal and internal policies. This position entails conducting compliance audits, reporting violations, and recommending corrective actions to mitigate compliance risks. The analyst uses compliance management systems and engages with regulatory bodies, differing from operational risk monitoring and control activities., The Operations Risk and Control Analyst serves as the initial line of defence by supporting the management of daily operational risks. This role involves identifying, analyzing, and documenting risk events and incidents for subsequent review. The analyst also contributes to the formulation and enforcement of risk procedures, outlining necessary processes, controls, and governance standards across relevant operations. With a logical and analytical mindset, the analyst monitors and tracks risks while handling documentation and data analysis. Proficiency in spreadsheet software is essential for efficient data management., source_sentence: The Managing Director establishes the business strategies for the organisation and develops plans to enable execution of the business strategies. He/She is responsible for tracking market development and trends to inform strategic decision making and ensure the organisation remains current with the changing face of the sector. He leads the organisation's business development efforts to get more projects and grow the business. He also drives the adoption of innovation and new technology to continuously improve the productivity and efficiency of the workforce. The work involves strategic goal setting, business development and business leadership. A significant part of his time goes into external meetings with potential clients for the purpose of business development. He also spends his time developing strategies and plans, and reviewing business and operational performance. He is a strategic thinker and business planner. He is an able leader who guides the organisation and the management in the execution of business plans. He should also be an effective communicator in order to influence external stakeholders.
sentences: business strategy, market analysis, strategic planning, business development, leadership, innovation adoption, technology integration, client relationship management, performance review, communication skills, Demurrage and laytime manager jobs in Singapore, culinary arts, fashion design, gardening, animal care, music theory, painting, carpentry, automotive repair
datasets: Fatin757/ssf-train-valid_v7
pipeline_tag: sentence-similarity
library_name: sentence-transformers
Likes: 0 | All-time downloads: 29
Created: 2025-09-23 07:31:55