← Semua Posisi / Research / Edge Intelligence & Continual Learning

ML Research Scientist

You will work on the fundamental problems that block production deployment of intelligence at the edge — efficiency, robustness, continual learning, and uncertainty quantification.

Zurich / Singapore Full-time Senior / Principal Scientist $220,000 – $280,000 SGD + 0.20%–0.40% Equity
Lamar Posisi Ini

Tanggung Jawab Utama

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Formulate and pursue research directions relevant to edge intelligence, state-space models, and compact architectures

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Publish at top venues (NeurIPS, ICML, ICLR, OSDI, PLDI) while actively safeguarding intellectual property

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Collaborate with product engineering to transfer state-of-the-art research into Fantasma Synergy production engines

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Maintain a reproducible research codebase with automated benchmarks across physical edge testbeds

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Present research findings internally and engage with leading academic and industrial lab partners

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Mentor PhD research interns and junior research engineers

Kualifikasi Wajib (Must-Have)

  • PhD or equivalent proven research track record in ML systems or machine learning
  • First-author publications at top conferences (NeurIPS, ICML, ICLR)
  • Deep expertise with PyTorch or JAX internal compilation (torch.compile, XLA)
  • Rigorous experimental methodology and dedication to reproducible science

Nilai Tambah (Nice-to-Have)

  • + Experience with state space models (Mamba, S4) or neuromorphic architectures
  • + Understanding of conformal prediction and calibration under distribution shift
  • + Experience deploying models onto constrained embedded hardware

Kompensasi & Ekosistem

Membangun di Fantasma Synergy

01 / Ekuitas Nyata

Kepemilikan Substantif

Alokasi kepemilikan saham yang transparan untuk setiap engineer dan peneliti dengan jadwal vesting standar industri.

02 / Compute & Tools

Akses Silikon Tanpa Batas

Kluster cloud TPU/GPU khusus serta hardware lab edge (NPU testbed, logic analyzers, oscilloscope, robotics rig).

03 / Asuransi & Mobilitas

Cakupan Global Lengkap

Asuransi kesehatan komprehensif tingkat dunia, tunjangan relokasi resmi ke Singapura atau Zurich, dan visa sponsorship.

04 / Publikasi & Riset

Dukungan Konferensi Penuh

Biaya perjalanan dan registrasi tanpa batas untuk mempresentasikan karya di NeurIPS, ICML, ICLR, OSDI, dan SOSP.

Alur Seleksi Teknis (Zero Fluff)

TAHAP 01
Review Portofolio

Diskusi asinkron 30 menit mengenai kode atau paper yang pernah Anda bangun.

TAHAP 02
Deep Dive Arsitektur

Analisis desain sistem nyata 60 menit bersama tim engineer inti Fantasma Synergy.

TAHAP 03
Hands-on Pairing

Sesi coding terfokus pada profiling latensi, optimasi memori, atau kernel runtime.

TAHAP 04
Penawaran Resmi

Penyelarasan kompensasi, ekuitas, dan tanggal mulai kerja dalam 48 jam.

Formulir Aplikasi

Lamar untuk ML Research Scientist

Kami meninjau setiap aplikasi secara mendalam tanpa screening bot otomatis. Anda akan menerima kabar dalam 48–72 jam.