Instructions to use Fatin757/modernbert-job-role-matcher with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Fatin757/modernbert-job-role-matcher with sentence-transformers:

from sentence_transformers import SentenceTransformer

model = SentenceTransformer("Fatin757/modernbert-job-role-matcher")

sentences = [
"The Mergers and Acquisitions Partner/Mergers and Acquisitions Director is a team leader in charge of various functions including generating and growing the business, quality control, providing technical leadership as well as sourcing appropriate staff for the team. He/She is given the signing authority for any client deliverables in a consultancy role, or responsibility for corporate development in-house. He/She is responsible for the quality of technical output, and risk management for the business. The Mergers and Acquisitions Partner/Mergers and Acquisitions Director is an expert in mergers and acquisitions and should possess considerable transaction experience. He has strong commercial acumen and strong quantitative skills. He is responsible for marketing and business development, client and stakeholder relationship management, and making decisions on engagements and client acceptance. He may work in an internal role within an organisation or in an advisory role in a professional services firm. He may also be a generalist or specialist in areas such as infrastructure advisory or project finance. In order to perform his duties effectively, he needs to stay up-to-date with current events and be well-connected with key executives within his sector. He maintains a global perspective and leverages his cross-border knowledge to help drive successful project outcomes. He manages multiple projects simultaneously and is able to lead teams effectively.",
"M&A Specialist",
" Chief Technology Officer (CTO) - Engineering Focus",
"The Key Grip oversees the execution of camera positioning, mounting, movements and manoeuvres for all cameras in order to achieve the production requirements. He/She is responsible for supervising the installation of structures and equipment that will help achieve the special camera movements required. He also executes the camera positioning, mounting, movements and manoeuvres for the main camera. During rehearsals, he is required to monitor the camera movements and propose changes that will enhance the quality of the shoot. He needs to be creative and inventive in order to manage the mounting of equipment and camera for difficult shots.\n\nThe work involves physically demanding tasks especially the handling of the heavy equipment used in the construction of the structures. He may be required to work outdoors and may be required to travel depending on the location of the shoot or production.\n\nHe should possess knowledge of the camera and mounting equipment construction structures as well as the camera effects from the different construction structures. He is required to possess effective teamwork, be diplomatic and tactful when working with the crew to achieve the creative vision. He is also required to have strong people management capabilities in order to lead the grip team and provide additional coaching when required."
]
embeddings = model.encode(sentences)

similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4]

Notebooks
Google Colab
Kaggle

modernbert-job-role-matcher / config_sentence_transformers.json

Fatin757

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	{
	"__version__": {
	"sentence_transformers": "4.1.0",
	"transformers": "4.52.3",
	"pytorch": "2.6.0+cu124"
	},
	"prompts": {},
	"default_prompt_name": null,
	"similarity_fn_name": "cosine"
	}