sentence-transformers How to use Fatin757/ssf-retriever-modernber-dataset-2 with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("Fatin757/ssf-retriever-modernber-dataset-2")
sentences = [
"The Chief Executive Officer/Chief Operating Officer/Managing Director/General Manager/President defines the long-term strategic direction to grow the business in line with the organisations overall vision, mission and values. He/She translates broad goals into achievable steps, anticipates and stays ahead of trends, and takes advantage of business opportunities. He represents the organisation with customers, investors, and business partners, and holds responsibility for fostering a culture of workplace safety and health and adherence to industry quality standards. He inspires the organisation towards achieving business goals and fulfilling the vision, mission and values by striving for continuous improvement, driving innovation and equipping the organisation to embrace change. He possesses excellent analytical, problem-solving and leadership skills and is an effective people leader.",
"The Junior Marketing Coordinator is tasked with executing marketing campaigns to promote the company's products and services. This role focuses on supporting the marketing team by conducting market research, analyzing customer feedback, and assisting in the development of promotional materials. The Junior Marketing Coordinator engages with various stakeholders, but primarily focuses on internal communication and coordination. This position requires a keen eye for detail and the ability to work collaboratively in a fast-paced environment. Strong organizational skills and basic knowledge of marketing principles are essential, but the role does not involve strategic decision-making or leadership responsibilities.",
"The Executive Director is responsible for shaping the long-term strategic vision of the organization to ensure sustainable growth in alignment with its core mission and values. This role involves translating overarching objectives into actionable plans, proactively identifying emerging trends, and capitalizing on new business opportunities. The Executive Director serves as the primary representative of the organization, engaging with clients, investors, and strategic partners, while also championing a culture of safety, health, and compliance with industry quality standards. By motivating the team towards achieving business objectives and embodying the organization's vision and values, the Executive Director fosters an environment of continuous improvement and innovation, empowering the organization to adapt to change. The ideal candidate will possess strong analytical, problem-solving, and leadership abilities, demonstrating effective people management skills.",
"The Manufacturing Systems Engineer utilizes engineering principles and methodologies to enhance the performance of equipment and systems within the production environment. This role involves providing expert technical guidance for the installation and optimization of machinery and systems. The Manufacturing Systems Engineer is responsible for creating maintenance plans for equipment and systems, as well as proposing engineering solutions to resolve any operational issues. In addition, this position plays a key role in innovating and improving manufacturing processes by evaluating new technologies and conducting feasibility studies. The Manufacturing Systems Engineer is tasked with managing energy resources efficiently and developing strategies to maximize machine uptime and energy conservation. Compliance with Standard Operating Procedures (SOPs), Health, Safety and Environment (HSE) standards, and Current Good Manufacturing Practices (CGMPs) is essential. The engineer is also responsible for developing protocols and conducting equipment validation in accordance with regulatory requirements in the biopharmaceutical sector. An inquisitive and analytical mindset is crucial for this role, as is the ability to investigate complex engineering challenges and devise effective solutions. The Manufacturing Systems Engineer should excel in teamwork, mentoring colleagues, and conveying technical advice to team members and other departments."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
