Machine Learning Researcher
Vor 6 Tagen
At Inceptive, we don't have titles. The title you see at the top of this page is merely our pragmatic way to make sure we reach you. Instead of topic experts working in silos, we are building an antedisciplinary team where everyone is gaining deep knowledge outside of their traditional area of expertise. For this reason, we call ourselves Beginners. Read below to find out what impact you can have at Inceptive and what we have to offer.
At Inceptive, you will drive research forward that could help billions of people. To accomplish this, you will be part of an antedisciplinary team building our biological software. You will be responsible for research and development of novel generative models for controllable molecule design. You will contribute to creative ways of creating and utilizing training data through in-house assays with a relentless focus on scale. You will design, run and communicate experiments to guide the team in the right direction, and ensure that Inceptive tracks and contributes to the relevant developments in the field. You will work effectively in an agile setting with recurring status updates and continuous knowledge sharing.
**Your Mission**:
- Design and develop novel machine learning models for controllable design of biological molecules.
- Contribute to our shared code base following software engineering best practices.
- Keep up-to-date with new developments in machine learning and engage with the external research community in line with company goals.
- Embody our vision of an antedisciplinary environment and embrace learning about areas outside of your traditional area of expertise.
- Collaborate with team members from diverse backgrounds to build innovative and scalable experiments to solve complex problems that span biology and computation.
**Minimum Qualifications**:
- Deep knowledge of machine learning and relevant mathematical concepts.
- Ability to code in Python and proficient in a modern deep learning framework.
- Problem-solver who is equally excited by finding creative solutions to complex problems, as you are by executing on them.
- Ability to communicate technical and scientific concepts to team members from a broad variety of backgrounds.
- Ability to understand the big picture, while driving projects on the ground from beginning to end.
- Be available to accommodate working with team members across different time zones (mainly in CET and PT). This may include being available for some meetings in the early evening if based in CET, or meetings in the early morning if based in PT.
**Preferred Qualifications**:
- PhD in Machine Learning or related field, or comparable work experience.
- Solid understanding of, and experience in building, deep generative models.
- Understanding of foundational concepts in biology, or eagerness to learn.
- Publications at major Machine Learning conferences or journals, or other proven impact.
**WHAT WE OFFER**
- A competitive compensation package
- 30 days paid vacation per year
- Comprehensive health insurance and 401K with company match (US) or comparable benefits if based in other countries
- Quarterly company-wide retreats (previous locations: Florida Keys, Cancun, Swiss Alps)
- Budget for multiple visits per year to our offices in Berlin and/or in Palo Alto
- Learning & Development budget to attend conferences, take courses, or otherwise invest in your professional growth, as well as access to the Learning & Development platform EdX
- A buddy to help you get settled and teach you the ropes at Inceptive
This role is available fully remote or at our offices in Berlin or Palo Alto.
**ABOUT INCEPTIVE**
At Inceptive, we are working towards something never done before that promises to positively impact the lives of everyone. We are creating tools to develop increasingly powerful biological software for the rational design of novel, broadly accessible medicines and biotechnologies previously out of reach. Our team brings together vast expertise in molecular biology, machine learning, and software engineering, and we are all working towards becoming antedisciplinary, meaning we deepen the knowledge we have in our area of expertise while also expanding our knowledge of completely new fields. We approach our goals with a beginner's mind, humbly and with fresh eyes, and aim to become the pioneers of a new discipline rooted in biology as much as in deep learning, whose impact will be realized together with out-of-the-box thinkers in business and entrepreneurship, and by defying established categorizations and breaking glass ceilings. We are building a company culture centred around growth, learning, and discovery. We believe in humility and open-mindedness in how we approach each other, as well as problems we don't yet have solutions for.
- It is the policy of Inceptive to ensure equal employment opportunity without discrimination or harassment on the basis of race, color, religion, sex, sexual orientation, gender identity or expression
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