Senior Research Engineer - Video
Bangun teknologi video generatif AI untuk Canva
Sebagai Senior Research Engineer, Anda akan mengembangkan model AI generatif video untuk Canva. Tugas Anda termasuk mengubah kode Python eksperimental menjadi solusi yang dapat diandalkan, membangun arsitektur model, dan mengoptimasi kinerja. Anda akan bekerja dengan tim riset dan stakeholder lintas fungsi untuk menciptakan solusi yang berdampak tinggi. Peran ini memerlukan pengalaman dalam pengembangan model generatif AI, pengelolaan pelatihan s
Kenapa Menarik?
Bekerja di peran inti dalam pengembangan teknologi video generatif AI yang akan digunakan oleh ratusan juta pengguna Canva.
Tanggung Jawab Utama
- Mengembangkan dan mengimplementasikan arsitektur model generatif AI untuk video
- Mengoptimalkan model untuk kinerja, latensi, dan throughput di sistem terdistribusi besar
- Membangun dan memelihara pipeline ML yang mendukung integrasi, deployment, dan monitoring model generatif
- Menginvestigasi dan memperbaiki insiden produksi melalui analisis penyebab akar dan solusi berkelanjutan
- Bekerja sama dengan tim riset dan stakeholder lintas fungsi untuk menciptakan solusi yang berdampak tinggi
Persyaratan
- Pengalaman dalam pengembangan model generatif AI seperti Diffusion Models, GANs, atau Transformers
- Pengalaman dalam mengelola dan mengoptimalkan pelatihan skala besar (misalnya, di atas 100 GPU)
- Penggunaan framework seperti PyTorch untuk mengembangkan dan mengoptimalkan model performa tinggi
- Praktik pengujian yang kuat, CI/CD workflows, dan observability yang kuat dalam produksi
- Kemampuan untuk bekerja dalam ketidakpastian dan memiliki kepemilikan akhir terhadap inisiatif kompleks
Skills Wajib
Keywords
Lihat Deskripsi Asli dari SmartRecruiters
Deskripsi asli dari SmartRecruiters
About the role: In your role as Senior Research (Machine Learning) Engineer, you'll be at the heart of building the next generation of generative video technology. Your work will push the boundaries of what's possible in AI-driven storytelling, helping Canva users go from idea to finished video with tools that feel genuinely magical. By developing and shipping cutting-edge video generation models, you'll help redefine how hundreds of millions of people create and tell stories visually, shaping one of the most exciting product frontiers in AI. At the moment, this role is focused on: Partnering with Research Scientists on research in multimodal generative AI, translating theory into practical applications Porting experimental Python code to scalable, testable, and production-grade solutions, incorporating performance benchmarks and robust testing practices Designing, developing, and implementing innovative model architectures and algorithms for multimodal design generation Building sustainable ML pipelines that support continuous integration, deployment, and monitoring of generative models in production environments Optimizing and scaling models for efficiency, latency, and throughput across large distributed systems Enhancing and maintaining high-quality datasets and annotations to fuel multimodal learning Investigating and addressing production incidents through root cause analysis and sustainable fixes Collaborating closely with cross-functional stakeholders across Canva to build aligned, technically feasible, and high-impact solutions You’re probably a match if you: Have deep experience developing generative AI models, including Diffusion Models, GANs, or Transformers, and can speak to their real-world application Have successfully managed and optimized large-scale distributed training (e.g. across 100s of GPUs) and understand the infrastructure trade-offs Bring a strong understanding of ML principles and have used frameworks like PyTorch to develop and optimize performant models Demonstrate solid engineering practices – clean code, rigorous testing, CI/CD workflows, and robust observability in production Thrive in ambiguity, show end-to-end ownership of complex initiatives, and consistently drive for pragmatic solutions Communicate clearly, collaborate with kindness, and value knowledge-sharing and co-creation across teams What's in it for you? Achieving our crazy big goals motivates us to work hard - and we do - but you'll experience lots of moments of magic, connectivity and fun woven throughout life at Canva, too. We also offer a stack of benefits to set you up for every success in and outside of work. Here's a taste of what's on offer: Equity packages - we want our success to be yours too Inclusive parental leave policy that supports all parents & carers An annual Vibe & Thrive allowance to support your wellbeing, social connection, home office setup & more Flexible leave options that empower you to be a force for good, take time to recharge and supports you personally Check out lifeatcanva.com for more info. Other stuff to know We make hiring decisions based on your experience, skills and passion, as well as how you can enhance Canva and our culture. When you apply, please tell us the pronouns you use and any reasonable adjustments you may need during the interview process. Please note that interviews are predominantly conducted virtually.
Data & laporan pasar
Riset gaji & permintaan skill dari data lowongan kami sendiri.
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- Laporan Hiring Indonesia: Tech vs Non-TechPermintaan lowongan per bidang dari hitungan agregat — bukan listing per-listing.
- Benchmark Gaji IndonesiaKisaran gaji agregat lintas peran, dengan metodologi dan dataset terbuka.
- Laporan Pasar Remote per PeranLaporan otomatis per kelompok peran — skill, senioritas, perusahaan, gaji.