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Описание вакансии
Текст:
TL;DR
Engineering Manager - (ML) - Evaluation Platform (ML evaluation and platform engineering): Leading the development of a self-serve evaluation platform for AI features with an accent on generative AI evaluation, distributed systems, and cross-team strategy. Focus on coaching a senior engineering team, coordinating evaluation capabilities across the ML lifecycle, and delivering complex initiatives through multiple stakeholder groups.
Location: Sydney NSW, Australia; the role is based in Sydney
Company
Canva develops a design platform and provides AI infrastructure and tooling for AI features across the company.
What you will do
- Own and evolve the evaluation platform strategy across test-like evaluations, Arena comparative evaluation, production monitoring evaluations, and human labelling tooling.
- Lead and grow a team of 9+ engineers, primarily at senior level, through coaching, mentorship, feedback, hiring, and resourcing.
- Partner with AI feature teams, CORE leadership, researchers, and adjacent platform teams across the ML lifecycle.
- Drive large cross-team and cross-group initiatives from ideation through completion with autonomous decision-making.
- Own development methodologies, planning rituals, goals, and success metrics.
- Advocate for evaluation and ML engineering needs while building a culture of knowledge sharing.
Requirements
- Proven technical people leadership and mentorship experience, including work with senior and staff-level engineers.
- Experience with ML evaluation, LLM systems, or ML platform engineering, including understanding the challenges of evaluating generative AI.
- Experience designing and building complex distributed systems, ideally involving machine learning.
- Strong stakeholder management, problem-solving, written communication, and verbal communication skills.
- Ability to balance technical leadership with people leadership and deliver large projects through others.
- Continuous learning mindset and interest in the evolving GenAI evaluation space.
Culture & Benefits
- Flexible work options, including remote, hybrid, and in-office arrangements across Canva.
- Equity packages.
- Inclusive parental leave for parents and carers.
- Annual Vibe & Thrive allowance for wellbeing, social connection, and office setup.
- Flexible leave options.
- Interviews are conducted virtually.
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