Data Scientist Computational Chemistry and Ml
Il y a 5 mois
Research & development - Gent | Just now- As a Data Scientist with expertise in computational chemistry and ML techniques you will help us to accelerate and improve in silico methodologies in the early phases of drug discovery.- What you will doAt imec, we're dedicated to transforming drug discovery by harnessing cutting-edge in silico tools. As a Research Scientist, you'll be integral to this mission, leveraging your expertise in computational chemistry and machine learning. Working alongside a diverse team, you'll drive innovation and collaborate closely with regional biotech and pharma industry partners.
Your role will involve exploring advanced ML techniques to enhance physics-based simulations, accelerating drug development efforts. You'll actively contribute to code development, establish functional pipelines, and present findings to both internal teams and industry collaborators. Effective communication with partners will be essential, ensuring their input shapes the refinement and improvement of our tools.
In addition to your hands-on work, you'll play a key role in academic research activities and occasional paper writing. Your ability to articulate research findings clearly and efficiently will be vital, as you engage with fellow scientists and professionals from various disciplines.
At imec, we believe in the power of collaboration and value the input of every team member. Join us in pushing the boundaries of drug discovery, making a tangible impact on the future of healthcare.
What we do for you
We offer you the opportunity to join one of the world’s premier research centers in nanotechnology at its headquarters in Leuven, Belgium. With your talent, passion and expertise, you’ll become part of a team that makes the impossible possible. Together, we shape the technology that will determine the society of tomorrow.
We are committed to being an inclusive employer and proud of our open, multicultural, and informal working environment with ample possibilities to take initiative and show responsibility. We commit to supporting and guiding you in this process; not only with words but also with tangible actions. Through imec.academy, 'our corporate university', we actively invest in your development to further your technical and personal growth.
We are aware that your valuable contribution makes imec a top player in its field. Your energy and commitment are therefore appreciated by means of a market appropriate salary with many fringe benefits.
Who you are
- Exhibit proficiency in applied ML research, with hands-on experience in developing and implementing machine learning techniques.
- Showcase hands-on programming experience, preferably in Python, to effectively contribute to code development and pipeline establishment.
- Possess strong teamwork and communication skills, essential for collaborating effectively within multidisciplinary teams.
- Your English is fluent, both speaking and writing.
**Nice to have**
- Previous hands-on experience using docking and/or molecular dynamics simulation packages like OpenMM and Gromacs.
- Familiarity with ML frameworks such as JAX, PyTorch, or TensorFlow, as well as python packages like NumPy, SciPy, or Pandas, is a plus.
- Exposure to specialized areas of ML, such as large-scale deep learning, generative models, graph neural networks, deep learning for drug discovery, deep learning for computer vision, real-world applied reinforcement learning (RL), or kernel methods, would be beneficial.
- You have affinity with academic research, but also want to make a difference in today’s industrial and societal challenges.
Imec- As a trusted partner for companies, start-ups, and universities we bring together close to 3,500 brilliant minds from over 70 nationalities. imec is headquartered in Leuven, Belgium and has distributed R&D groups at several Flemish universities, in the Netherlands, Taiwan, USA, China, and offices in India and Japan. All these traits make imec to be a top-class employer.
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