What are the responsibilities and job description for the Technical Lead for Knowledge Graph Development position at Montash?
Join a pioneering AI start-up that is making strides in foundational technologies! We are looking for a Technical Lead with in-depth knowledge of Machine Learning , Knowledge Graphs , and Entity Resolution to spearhead a dynamic team of ML engineers , data scientists , and software engineers . This is your chance to drive innovation and create impactful solutions that enhance data understanding and decision-making through advanced knowledge graph techniques.
As a Technical Lead , you will manage the complete development lifecycle, from model design and training to production deployment , while contributing to architectural strategies and key initiatives. We seek a passionate leader with a background in knowledge representation and a proven ability to execute ML-driven solutions at scale.
Key Responsibilities :
- Leadership : Inspire and mentor a talented team of engineers and data scientists, fostering a culture of collaboration and innovation.
- System Architecture : Design scalable ML models and systems that effectively utilize knowledge graphs and entity resolution.
- Machine Learning Development : Collaborate with the team to develop, train, and fine-tune models for entity recognition, linking, and graph-based recommendations.
- Knowledge Graph Enhancement : Champion the development of robust knowledge graph infrastructures to optimize data storage, querying, and semantic interpretation.
- Entity Resolution : Navigate the complexities of disambiguating and linking entities across extensive datasets, resulting in enriched knowledge representations.
- Cross-Functional Collaboration : Partner with product managers, data engineers, and stakeholders to ensure alignment between technical activities and business objectives.
- Research & Development : Keep abreast of cutting-edge advancements in ML, NLP, and graph technologies, integrating innovative concepts into the team's workflows.
Required Qualifications :
Skills :