sentence-transformers How to use g-tertho/cv-matcher-confit with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("g-tertho/cv-matcher-confit")
sentences = [
"SummaryQuality-focused Data Entry Clerk experienced in data processing, coding and transcription. Skilled at entering data quickly with strong attention to detail and accuracy. Team player with outstanding communication skills and flexibility in working with others.\nSkillsRequirements DefinitionStatistical AnalysisData QualityConfiguration ManagementReporting ToolsAnalytical Problem SolvingAttention to DetailData AnalysisFlexible ScheduleStrong Work EthicData Visualization and PresentationsStakeholder CommunicationDecision MakingCustomer CommunicationBusiness AnalysisDatabase BuildingMail ManagementAccounting SupportMeeting PlanningData Entry DocumentationExcel SpreadsheetsResearch and Analytical SkillsMicrosoft Office SuiteMicrosoft OfficeSchedule ManagementComputers and TechnologyDocument and File ManagementStrong Organizational SkillsMultitasking and Time ManagementVerbal and Written Communication\nExperience01/2022to04/2023Data AnalystHumana Inc.|Clermont,FL,Worked with internal teams to understand business needs and changing strategies.Conducted data analysis to prepare forecasts and identify trends.Utilized data analysis to monitor process efficiencies and identify data integrity exceptions.Collected, tracked and reviewed data to evaluate business and market trends.Analyzed and tracked data to prepare forecasts and identify trends.Provided technical support for existing reports, dashboards or other tools.Gathered and organized data to analyze current industry trends.understand the business, analyze, process the data using python06/2019to04/2020Infant and Toddler TeacherColumbia Academy|Fulton,MD,Supervised circle time, free play, outside play and learning and developmental activities.Communicated with children's parents and guardians about daily activities, behaviors and problems.Taught children foundational skills in colors, shapes and letters.Controlled classroom environments with clearly outlined rules and positive reinforcement techniques.Implemented hands-on, play-based strategies for experiential learning.Organized and led activities to promote physical, mental and social development.Read aloud and played alphabet games to encourage early literacy.Developed and enforced positive strategies to encourage good behavior.Supported children's emotional and social development by adapting communication tactics for differing client needs.Introduced learning activities and imaginative play to teach children to explore.Sparked creativity and imagination by helping children discover new things each day.Monitored children's play activities to identify additional learning opportunities or behavioral issues.Enhanced sensory abilities by giving children access to numerous textures and shapes.Observed behavioral issues to alert parents or guardians.Engaged with children on individual basis to build positive, trusting relationships.Read stories to children and taught painting, drawing and crafts.Organized creative and fun activities, enhancing children's physical, emotional and social well-being.Built and strengthened positive relationships with students, parents and teaching staff.Participated in workshops, trainings and conferences to improve educational skills.Incorporated music and art activities to encourage creativity and expression.06/2014to11/2014Administrative AssistantSalient Crgt|Tampa,FL,Answered phone calls and emails to provide information, resulting in effective business correspondence.Provided secretarial and office management support while building cooperative working relationships.Scheduled appointments, meetings and events for management staff.Responded effectively to sensitive inquiries or complaints.Coordinated appointments, meetings and conferences.Managed physical and digital files, monitored spreadsheets and updated reports to coordinate project materials.Developed administrative processes to achieve organizational objectives and improve office efficiency.Prepared and prioritized calendars and correspondence.Composed correspondence, reports and meeting notes.Created spreadsheets in Microsoft Excel for record-keeping and reporting.Kept office equipment functional and supplies well-stocked to promote efficient operations.Sorted and distributed incoming faxes, letters and emails for office distribution.01/2014to04/2014Front Desk ReceptionistDignity Health|Chandler,AZ,Handled payment processing and provided customers with receipts and proper bills and change.Welcomed patrons to front desk and engaged in friendly conversations while conducting check-in process.Input customer data into reservation systems and updated to reflect room changes.Greeted visitors to provide information and direct to appropriate personnel.Explained policies and procedures to visitors.Completed basic bookkeeping and document filing.Prepared daily shift close reports and balanced cash register to accurately reflect transactions.\nEducation and TrainingExpected in07/2022toto|Data ScienceData Science Certificate,Plano, TX,GPA:Expected in07/2022toto|Project Management CertificateUdemy,Plano, TX,GPA:Expected in06/2012toto|Information TechnologyISTA,Safi, Morocco,GPA:Expected in07/2010totoHigh School Diploma|Salah Eddin,Safi, Morocco,GPA:Expected intoto|Business EconomicsIbno Zohr University,Agadir, Morocco,GPA:",
"Infomatics is an Inc 5005000 corporation for the last 7 years in a row. We have an urgent need for a Business Analyst in Pontiac, MI. Please find the job details below. \nTitle: Business AnalystLocation: Pontiac, MIDuration: Long Term Contract \nDescription: Client is seeking an experienced business analyst to join the Application Services team working in a hybrid work environment. We are seeking a hands-on, self-starter, critical thinking team player possessing both general technical knowledge and interpersonal skills. Experienced in implementing process re-engineering, developing business requirements, use cases and test scripts using industry accepted practices. Should possess high level understanding of information technology concepts as well as the SDLC methodology. Must be flexible and able to multi-task, working on multiple projects and internal initiatives, inclusive of upgrades, maintenance, and enhancements. Under supervision, conducts business process analyses and needs assessments to align information technology solutions with the business initiatives. Supports analytical functions by assisting programmers in ascertaining user needs and adapting user procedures to final program design. Organizes and facilitates application testing and user acceptance to ensure business communitys needs are met. Acts as second and third level support for Production incidents and facilitates troubleshooting and close out of reported issues for multiple applications. Utilizes current county-wide andor department specific software to complete assignments.\nExperience Level: 4+ years\nStart Date: 09182023.Duration: 2+ years\nEnvironment: Azure DevOps, MS Visio, MS Office Suite\n\nIf you have the above skillsexperience, please share your resume in confidence to:\nRecruiter Name: Sravan KumarEmail: sravan@infomatinc.com\nEOE",
"Job DescriptionSeeking a seasoned accountant with experience in manufacturing and cost accounting.The ideal candidate will have 5-10 years of practical experienceStrong working knowledge of the monthly close process and inventory accounting.Bachelors degree in accounting preferred, CPA not required.\nAbout the company\nThe company pioneered the design and manufacturing of protective covers for robotic, and other industrial applications, over 35 years ago. Since then, we have expanded our industrial covering uses to include welding, painting, finishing, assembly, and many other applications for a variety of industries.Job InsightsNeed someone who would be a great right-handlieutenant for oversight of AR, AP, inventory accounting, and monthly close.Need someone who can execute and thinks critically.",
"Power BI Data Analyst (Remote) CARIAN is growing! We are a proud, nationally certified woman-owned management consulting firm providing programproject management, capital project delivery, consulting, and technology solutions to our customers in the renewable energy, power utilities, infrastructure, and transittransportation sectors.\nWe are searching for a Power BI Data Analyst to support our client in the Maryland area. The Power BI Data Analyst will be expected to work as part of the Project Management Office (PMO) and support project delivery improvement initiatives and provide Power BI support services to other team members.\nPositions at CARIAN offer comprehensive and competitive benefits (medical, dental, and vision), 401(k) matching, and the opportunity to work with a growing company.\nJob description: The Power BI Data Analyst is responsible for preparing, manipulating, and staging data from various data sources and loading them into Power BI environments, and create dashboards and provide consistent Power BI reports. Experiencefamiliarity with configuring and using Power BI or other business analytics dashboards and or using other Microsoft BI technologies such as SQL.\nResponsibilities:Translate business needs to technical specifications.Collaborate with stakeholders to understand business needs, and work to gain an in-depth understanding of processes and procedures.Act as primary analyst and work with Client staff to translate business needs into clearly defined, well-documented, high-quality requirements, functional designs, and system supplemental specifications.Develop sound methods to transform data from various data sources into viable formats for ingestion into Power BI environments.Responsible for designing, building, publishing, and scheduling Power BI reporting solutions.Responsible for maintaining and supporting data analytics platforms.Responsible for creating tools to store data.Responsible for creating visualizations and reports for requested projects.Responsible for developing and updating technical documentation.Responsible for providing monthly administrative reporting on project duration, updating the project percent complete, and estimated hours spent towards each project.Responsible for providing technical support and answering questions from Client staff about specific Power BI needs.Follows quality assurance and control processes, and performs routine data management tasks, such as data validation and correction, queries, and editing to ensure data accuracy, integrity, and completeness.Ability to work as a member of a team or independently with minimal supervision, depending on the project.Performs other duties as assigned.\nQualifications:\nRequired:Bachelor of Science degree in Engineering, Information Technology, or related degree.2+ years of experience using Power BI.3+ years of experience using Excel, VBA, Power Query, or other data modeling tools.3+ years of ExcelData ModelingData Transformation.Familiar with Power BI Administration, such as gateways, userreport access, and workspaces.Proficient use of Microsoft Office Suite and Microsoft Windows.Familiar with SQL language preferred.Experience working remotely, in a subcontractor format.Candidates must be legally authorized to work in the United States.\nPreferred:SQL: 2+ years\nJob location: Remote\nCARIAN takes pride in being an Equal Opportunity Employer. We do not discriminate against any employee or applicant for employment because of race, color, sex, age, national origin, religion, sexual orientation, citizenship, gender expression or identity, status as a veteran, and basis of disability or any other federal, state, or local legally protected class.\nAs a WBESBEDBE, CARIAN is committed to providing employment opportunities to women, veterans, and underrepresented minorities."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
