You will apply your machine learning (ML) and software systems expertise to build and scale solutions that handle voluminous and diverse data, to enhance SID’s information processing. You will collaborate with data scientists and software engineers to explore techniques and create cutting-edge solutions to complex problems.
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WHAT YOU WILL DO
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Develop and deploy ML solutions such as APIs/libraries Work with product teams to integrate ML solutions into enterprise systems Monitor and optimise ML models in production Design data processing and feature engineering pipelines Explore new development methods by keeping up to date with the latest industry developments and tech trends Provide technical and strategic leadership for a team Design and implement workplace processes, with future trends and needs in mind Plan and guide your team’s professional growth, in both general and technical areas Build good relations and workflows with internal and external stakeholders Mentor and develop junior team members to maximise their potential |
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WHAT YOU WILL GAIN
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Experience in designing and optimising ML solutions which contribute to national security
Exposure to a wide range of technical and business deliberations from close interaction with various stakeholders, including data, software and cloud engineers, UX designers and analysts
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DESIRED QUALITIES AND ATTRIBUTES
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Degree in engineering, computer science, computer engineering, information systems, mathematics or related disciplines is required At least three years of working experience in ML engineering, data science or other relevant fields is required Knowledge of ML concepts and techniques in domains such as natural language processing or information retrieval or speech processing Strong proficiency in Python and experience with Python-based ML libraries and frameworks Familiarity with use of containerisation and orchestration tools such as Docker or Kubernetes Strong analytical, critical thinking, and problem-solving skills Strong written and verbal communication skills Ability to see the big picture and also a keen eye for detail Strong interpersonal skills and emotional intelligence Ability to lead teams and drive projects |
