Model: recruitco/embedding_criteria_profile_summary_matching_qa_minilm_v1
Author: recruitco
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3192024, loss:CosineSimilarityLoss, arxiv:1908.10084, base_model:sentence-transformers/multi-qa-MiniLM-L6-cos-v1, base_model:finetune:sentence-transformers/multi-qa-MiniLM-L6-cos-v1, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/multi-qa-MiniLM-L6-cos-v1
Card metadata: base_model: sentence-transformers/multi-qa-MiniLM-L6-cos-v1
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3192024, loss:CosineSimilarityLoss
widget: source_sentence: Must have experience in interdisciplinary collaboration
sentences: Nurse Coordinator specializing in advanced heart failure programs at The Queen's Health System. Skilled in patient care coordination, clinical assessments, and interdisciplinary collaboration. Experienced in managing complex health cases and ensuring compliance with healthcare regulations. Proficient in utilizing advanced medical technologies and technologies to enhance patient outcomes. Strong background in nonprofit healthcare environments, contributing to optimal health and wellness initiatives., Administrative Assistant in the judiciary with experience at the Minnesota Judicial Branch and Mayo Clinic. Skilled in managing administrative tasks, coordinating schedules, and supporting judicial processes. Proficient in office software and communication tools. Previous roles include bank teller positions, enhancing customer service and financial transactions. Strong organizational skills and attention to detail, contributing to efficient operations in high-pressure environments., Area Manager in facilities services with expertise in managing public parks, campgrounds, and recreational facilities. Skilled in operational management, team leadership, and customer service. Proven track record in enhancing service delivery and operational efficiency. Previous roles include Management Team and Accounts Payable Manager, demonstrating versatility across various industries. Strong background in office management and office operations, contributing to a well-rounded understanding of facility management practices., source_sentence: Must have a customer service orientation
sentences: Research Assistant in biotechnology with expertise in Molecular Biology, Protein Expression, Purification, and Crystallization. Currently employed at Seagen, contributing to innovative cancer treatments. Holds a B.S. in Biochemistry and minors in Chemistry and Spanish. Previous experience includes roles as a Manufacturing Technician at AGC Biologics and undergraduate research at NG Lab and Mueller Lab, focusing on recombinant human proteins and protein processing. Proficient in leading project cooperation and public speaking., Instructional Developer with a Master's in Human Resource Development, specializing in learning solutions across various media platforms. Experienced in storyboarding, animation, videography, and post-production. Proven track record in e-learning design and development, team leadership, and creative problem-solving. Currently employed at The University of Texas Health Science Center at Houston, focusing on enhancing organizational value through tailored corporate learning. Previous roles include Learning Consultant at Strategic Ascent and Assistant Manager at Cicis Pizza. Strong background in healthcare and professional training industries., Human Resource professional with expertise in hiring, compliance, benefits, and compensation within the hospitality and semiconductor industries. Currently a Talent Acquisition Specialist at MKS Instruments, skilled in relationship building and attention to detail. Previous roles include Recruitment Manager at Block by Block and Talent Acquisition Specialist at Manpower. Proficient in advanced computer skills and a customer service orientation. Experienced in staffing management and recruitment strategies, with a strong focus on enhancing workforce capabilities and fostering client relationships., source_sentence: Must be proficient in graphic design software
sentences: Senior Software Engineer with expertise in developing innovative solutions for the aviation and defense industries. Currently at Delta Flight Products, specializing in aircraft cabin interiors and avionics. Proficient in backend ETL processes, REST API development, and software development life cycle. Previous experience includes roles at Cisco, Thales, Safran, and FatPipe Networks, focusing on enhancing operational efficiency and user experience. Holds multiple patents for web application design and deployment. Strong background in collaborating with cross-functional teams to deliver high-quality software solutions., Client Advisor in financial services with a strong background in luxury goods and retail. Currently at Louis Vuitton, specializing in client relationship management and personalized service. Previously worked at Salvatore Ferragano, enhancing client engagement and driving sales. Experienced in marketing management from SkPros, focusing on brand strategy and market analysis. Proficient in leveraging data to inform decision-making and improve client experiences., Weld Process Specialist at Airgas with expertise in industrial automation and chemicals. Skilled in Resistance weld gun calibration, schedule database management, and asset locating matrix creation. Previous experience as a Welding Engineer at R&E Automated, providing support in automation systems for manufacturing applications. Proficient in DCEN and various welding techniques, including Fanuc and Motoman. Background includes roles in drafting and welding, enhancing fabrication efficiency and quality. Strong foundation in mechanical design and engineering principles, with a focus on improving performance and performance in manufacturing environments., source_sentence: Must have experience in pharmaceutical marketing
sentences: Brand Influencer specializing in Black Literary, Culture, and Lifestyle. Certified UrbanAg with over 20 years of experience in urban agriculture consulting and retail operations. Currently supervises community gardens at Chicago Botanic Garden, educating residents on organic growing methods and addressing nutrition, food security, and healthy lifestyle options. Previously served as president of Af-Am Bookstore, demonstrating entrepreneurial skills and community engagement. Expertise in marketing and advertising, with a focus on enhancing community engagement and promoting sustainable practices., Experienced Studio Manager and Executive Producer in media production, specializing in immersive entertainment and virtual environments. Proficient in business planning, team building, fundraising, and management. Co-founder of Dirty Secret, focusing on brand activation and custom worlds. Previous roles at Wevr involved production coordination and project management, with a strong background in arts and design. Holds a degree from California State University-Los Angeles., Owner and CEO of Cake N Wings, a catering company specializing in food and travel PR. Experienced in public relations across health, technology, and entertainment sectors. Proven track record in developing innovative urban cuisine and enhancing customer experiences. Previous roles include account executive at Development Counsellors International and public relations manager at Creole Restaurant. Skilled in brand development, event management, and community engagement., source_sentence: Must have experience in software development
sentences: Multi-skilled Business Analytics professional with a Master’s in Business Analytics and a dual MBA. Experienced in data analytics, predictive modeling, and project management within the health and wellness sector. Proficient in extracting, summarizing, and analyzing claims databases and healthcare analytics. Skilled in statistical analysis, database management, and data visualization. Previous roles include Business Analytics Advisor at Cigna Healthcare and Informatics Senior Specialist at Cigna Healthcare. Strong leadership and project management abilities, with a solid foundation in healthcare economics and outcomes observational research. Familiar with Base SAS 9.2, SAS EG, SAS EM, SAS JMP, Tableau, and Oracle Crystal Ball., Assistant Vice President in commercial real estate financing with a strong background in banking. Experienced in business banking and branch management, having held roles as Assistant Vice President and Business Banking Officer. Proven track record in business development and branch operations within a large independent bank. Skilled in building client relationships and driving financial growth. Holds expertise in managing diverse teams and enhancing operational efficiency. Previous experience includes branch management across multiple branches, demonstrating a commitment to community engagement and financial wellness., CEO of IMPROVLearning, specializing in e-learning and driver education. Founded and managed multiple ventures in training, healthcare, and real estate. Proven track record of expanding product offerings and achieving recognition on the Inc 500/5000 list. Active board member of the LA Chapter of the Entrepreneur Organization, contributing to the growth of over 3 million students. Experienced in venture capital and entrepreneurship, with a focus on innovative training solutions and community engagement. Active member of various organizations, including the Entrepreneurs' Organization and the Los Angeles County Business Federation.
model-index: name: SentenceTransformer based on sentence-transformers/multi-qa-MiniLM-L6-cos-v1
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: validation
type: validation
metrics: type: pearson_cosine
value: 0.9594453206302572
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.860568334150162
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.9436690128729379
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.8604275677997159
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.9443183012069103
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.8605683342374743
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.9594453207129489
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.8605683341225518
name: Spearman Dot
verified: no, type: pearson_max
value: 0.9594453207129489
name: Pearson Max
verified: no, type: spearman_max
value: 0.8605683342374743
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 157
Created: 2024-09-17 13:02:37