Faculty is an AI company established in 2014 that helps global customers transform their performance through human-centric AI. It develops and deploys responsible AI solutions for clients across government, finance, retail, energy, life sciences, and defence.
machine learning engineer for responsible AI solutions
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описание
задачи
- Set the technical direction for complex ML projects, balance trade-offs, and guide team priorities;
- Design, implement, and maintain reliable, scalable ML and software systems while justifying key architectural decisions;
- Define project problems, develop roadmaps, and oversee delivery across multiple workstreams in ill-defined, high-risk environments;
- Drive the development of shared resources and libraries across the organisation and guide engineers contributing to them;
- Lead hiring processes and make informed selection decisions;
- Mentor multiple individuals and foster team growth;
- Develop and execute recommendations for adopting new technologies and changing ways of working;
- Act as a technical expert and coach for customers;
- Estimate large workstreams and defend the rationale to stakeholders.
требования
- Demonstrate deep technical expertise in particular topics and broad knowledge for solving complex problems;
- Have strong Python skills and practical experience operationalising models with Scikit-learn, TensorFlow, or PyTorch;
- Be an expert in at least one major Cloud Solution Provider, such as Azure, GCP, or AWS;
- Have experience leading teams to build full-stack web applications;
- Have hands-on experience with Docker and Kubernetes;
- Successfully manage and coach a team of engineers and set team-wide development goals;
- Take ownership of successful project outcomes;
- Communicate effectively with technical teams, customers, and non-technical stakeholders.
условия
- Unlimited annual leave policy;
- Private healthcare and dental;
- Enhanced parental leave;
- Family-friendly flexibility and flexible working;
- Sanctus Coaching;
- Part-time hours are open for discussion.
навыки
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