Knowledge Graph , Data Scientist

Location

Bangalore | India

Job description

To deliver on our mission of improving healthcare access and quality, we are looking for an experienced Knowledge Graph Data Scientist to join our small, fast-growing team.

The Knowledge Graph Data Scientist serves on a project team that leverages our industry-leading healthcare data to deliver clinical insights in engagements with healthcare providers and Life Sciences Companies. In this role, he/she will be part of an agile data science team, with the excitement, pace, and development opportunities that come with working in an early-stage company.

Position Responsibilities:

• You will be part of a high-impact team leveraging and optimising a Knowledge Graph (KG) based on Mango s proprietary healthcare data.

• Develop, incorporate, and refine all parts of the KG-related pipeline knowledge storage and representation, relevant data sources, visualisation tools, embeddings, and clinical prediction models.

• Utilise the latest techniques to generate robust embeddings and apply deep/machine learning in the context of KG s.

• Contribute to problem solving discussions by clearly defining the issues and offering solutions.

• Provide timely updates to the management and leadership teams.

Position Requirements:

• A degree in Data Science, Computer Science, Statistics, or a related field of study.

• 3-5 years of KG-specific work experience, demonstrated to be:

• An experienced practitioner of machine learning in the context of KG s.

• Up to date with recent developments in machine learning (ML) and are familiar with current trends in the wider ML community and KG s.

• Strong scripting and programming skills in Python (required) and at least one KG industry standard, e.g., SPARQL.

• Experience with KG platform and graph database management tools, e.g., Neo4j.

• Healthcare industry knowledge (medical and pharmaceutical) is preferred.

• Experience in building models from scratch and working with structured and unstructured data.

• Excellent communication (written and verbal), interpersonal skills, and the ability to foster collective partnerships.

Other Skills:

• Dedication to teamwork with a demonstrated ability to collaborate across functions.

• Track record of innovation with the vision and entrepreneurial spirit to take on a key role in a small, fast-growing company.

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