sentence-transformers How to use minsolimbu/smart-job-search-model with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("minsolimbu/smart-job-search-model")
sentences = [
"IT CONSULTANT Professional Summary Talented IT professional specializing in leading high-performing and multi-disciplinary teams from product development through successful product launches. Accustomed to managing multiple projects and priorities in fast-paced environments. Skills Database design Excellent problem-solving abilities Windows and Linux Website and portal monitoring Network maintenance Data backup and retrieval Product templates Brand development PHP Excellent communication skills SEO coding and strategy Website maintenance Adobe Photoshop Adobe Illustrator MailChimp PowerPoint presentations Web content HTML and CSS Adobe InDesign Superior verbal and written communication skills AP, MLA and Chicago Manuals of Style Natural leader Self-starter Desktop and laptop repair Patient Work History IT CONSULTANT , 01 2001 to Current Company Name City , State IT, management, and marketing consultant providing business solutions, training, and motivation along with design and production for print and web certified with Sage Software and Intuit. Designed, and customized databases and created software integration solutions. Developed web and ecommerce sites. Designed and implemented motivation and training programs and workflow solutions Provided training for IBM, Continental Airlines, American Airlines, Exxon Provided troubleshooting and help desk support Developed search engine marketing and keyword strategy for ecommerce and lead generating websites Performed website analysis including performance metrics. Established compatibility with third party software products by developing program for modification and integration. Developed and implemented complex Internet and Intranet applications on multiple platforms. Coordinated with systems partners to finalize designs and confirm requirements. Ensured network, system and data availability and integrity through preventative maintenance and upgrades. Streamlined and enhanced the corporate accounting and operations system. Designed strategic",
"Company Description Black Clover is a lifestyle apparel company that embodies the idea of Live Lucky . Established in 2008, we offer premium hats, hoodies, t-shirts, beanies, and accessories designed to inspire and invite individuals to embrace every day. Our clothing and gear are made for those who want the most out of life and demand quality. At Black Clover, we choose to be the very best at what we do and we invite you to join Clover Nation and experience the thrill of living lucky. Role Description This is a full-time on-site role as an Inside Sales Specialist located in Draper, UT. As an Inside Sales Specialist, you will be responsible for lead generation, ensuring customer satisfaction, and providing excellent communication and customer service to our clients. Your day-to-day tasks will involve prospecting and qualifying leads, conducting sales calls, building and maintaining relationships with customers, and meeting sales targets. Qualifications Strong inside sales skills and experienceProven track record in lead generationExcellent communication and interpersonal skillsCustomer service-oriented mindsetAbility to build and maintain relationships with customersGoal-oriented and results-drivenExperience in the apparel industry is a plus",
"Center 3 19075 , United States of America, McLean, VirginiaSenior Manager, Generative AI Product Engineering - People Leader - Remote Eligible Our mission at Capital One is to create trustworthy, reliable and human-in-the-loop AI systems, changing banking for good. For years, Capital One has been leading the industry in using machine learning to create real-time, intelligent, automated customer experiences. From informing customers about unusual charges to answering their questions in real time, our applications of AI ML are bringing humanity and simplicity to banking. Because of our investments in public cloud infrastructure and machine learning platforms, we are now uniquely positioned to harness the power of AI. We are committed to building world-class applied science and engineering teams and continue our industry leading capabilities with breakthrough product experiences and scalable, high-performance AI infrastructure. At Capital One, you will help bring the transformative power of emerging AI capabilities, to reimagine how we serve our customers and businesses who have come to love the products and services we build. We are looking for an experienced Sr. Manager to help build and maintain APIs and SDKs to train, fine-tune and access AI models at scale. You will work as part of our Enterprise AI team and build systems that will enable our users to work with Large-Language Models LLMs and Foundation Models FMs , using our public cloud infrastructure. You will work with a team of world-class AI engineers and researchers to design and implement key API products and services of our capabilities and enable real-time customer-facing applications powered",
"SQA Group is a technology and advisory services firm partnering with Fortune 500 companies, large enterprises, and mid-market organizations to help our clients craft a culture of continuous transformation. We introduce a blend of emerging technology solutions, data science services, and consulting services to fuel our clients modernization initiatives. We are partnering with a leading insurer to help support the development of cutting-edge solutions. We seek a Senior-level .NET Software Engineer with strong experience in C , .Net, SQL, and Restful API s. The ideal candidate will have experience designing, developing, maintaining, enhancing, and supporting heavily integrated applications. What You ll Do Participate in Agile practices employed in the team. Communicate with colleagues and other stakeholders to analyze complex business requirements and processes, assess available technologies, determine infrastructure, and recommend solution options. Design and build application solutions which may involve diverse development platforms, software, hardware, technologies, and tools. Incumbent will participate in and help drive forward test automation effort as defined by the team. Emphasize partnership and servant leadership within your team and the organization. Collaborate with your team members to design and implement multi-tiered enterprise solutions that are feature-rich, performant, and maintain a high degree of test automation. Actively participate and contribute to technical discussions and code reviews. Enhance your skills and capabilities and those of other developers within your agile chapter through experimentation, training, and knowledge sharing. What You Bring 10 years of in-depth experience in object-oriented business application design and development in a multi-tiered environment. Proficiency with C , .NET, data structures, basic"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
