Deep Learning Engineer (f/m/d) - Berlin

Berlin /
Engineering /
Full Time
🙌 Who we are?

- Founded in Feb. 2020, raised $38M so far.
- A commercial opensource company focuses on cross-/multi-modal search intelligence.
- One of the high-valued & high-potential AI startups in the world.
- Forbes DACH AI30 2020, CBInsights AI 100 2021 & 2022.
- A global team of 50 with four offices: Berlin (HQ), San Jose, Shenzhen, and Beijing.


✨ Who do we want?

- Be passionate about opensource, AI.
- Play along with colleagues and opensource community.
- Work with strong craftsmanship and ownership.
- Grow fast, learn fast.


💼 About this position


Responsibilities

    • Research and follow up the papers in the research domain. For instance, dense retrieval/image retrieval/short video retrieval etc.
    • Experiment with the effectiveness of the research and prototype with vanilla PyTorch, evaluate results on search tasks/metrics.
    • Integrate the prototype into the finetuner-core framework with high-quality code.
    • Build a user-friendly interface (SDK) to facilitate interacting with fine-tune tasks in the cloud and make sure the functionality is well documented.
    • Research training/inference optimization strategies, e.g. distributed training, model pruning, and quantization.
    • We want to keep our presence in both academia and industry. You’re welcome to prepare show & tell/talks and submit them to workshops/conferences/meetups.
    • Collaborate closely with the community and a multi-functional team of professional Software, DevOps Engineer as well as Developer Relations.

Required Qualifications

    • Master in Computer Science/Data Science/Artificial Intelligence or related degree.
    • Your research/work/thesis/internship should be related to the search or recommendation system by leveraging Machine Learning techniques. You understand the pros and cons of traditional search and neural search.
    • You either published papers or attend competitions and produce measurable results. You're able to follow and keep track of the latest development in the field.
    • In depth Python experience. You should be passionate about Pytorch. You are confident in bringing research ideas into production-level code.
    • Passionate about search & AI technologies. Open to collaborating with colleagues & external contributors.
    • Good English skills especially for writing and reading documentation.
    • Experience with Cloud-Native techniques and a good understanding of web services and modern software technologies would be a huge plus
😊 Benefits & Perks

💰 Competitive Salary & stock options
🌎 Multi-cultural & diverse team
🎓 Numerous opportunities to present/attend top AI/OSS conference
🦄 Extensive development opportunities and an international team of experts
🏢 Central office in downtown Berlin, San Jose, Shenzhen, Beijing
⛱️ Free snacks & drinks, flexible working time, home office options
💻 MacBook or top Linux latop