R&D Engineer for Computational Chemistry
hace 3 días
About Nextmol
Nextmol is a spin-off company of the
Barcelona Supercomputing Center
, offering advanced services in
Molecular Simulation
and
Artificial Intelligence
applied to chemistry. We are developing a cutting-edge software platform designed to accelerate the design and discovery of new chemical compounds. Our mission is to support the chemical industry in its green and digital transition, by enabling a faster development of sustainable chemicals to achieve circular economy and climate neutrality, comply with regulatory framework, and meet current consumer demands.
Job Description
We are seeking an
R&D Engineer
with a strong background in
computational chemistry
and a passion for integrating
molecular modeling
with
data-driven approaches
. This position focuses on
applied research
, where you will design, develop, and validate cutting-edge tools for
molecular design and characterization
. Beyond research, you will help transform these tools into
production-ready solutions
that accelerate the discovery and design of new materials and chemicals for real-world applications.
We expect candidates to be comfortable navigating
interdisciplinary challenges
, collaborating with chemists, physicists, and data scientists to bridge molecular modeling and data science, solve complex scientific problems, and deliver innovative solutions.
Key Responsibilities
- Molecular modeling:
Use molecular modeling methods, particularly molecular dynamics (MD), to characterize molecular systems and produce high-quality datasets. - Machine Learning:
Develop, train, and optimize machine learning models for chemical property prediction and structure–property relationship analysis. - Chemical Space Exploration:
Apply advanced algorithms for chemical space exploration, including generation of molecules and screening for desired properties. - Integration and screening
:
Connect data-driven approaches with molecular simulations to accelerate property prediction and material discovery via high-throughput screening.
- Scalability & Deployment:
Contribute to transitioning research prototypes into scalable, production-ready solutions for industrial applications.
- Documentation & Reproducibility
: Ensure proper documentation of models, workflows, and datasets for reproducibility and compliance with best practices.
Qualifications
Technical Qualifications
- Education
: PhD in Chemistry, Physics, or a related STEM discipline. - Molecular Modeling
: Hands-on experience in computational modeling, particularly molecular dynamics using tools such as GROMACS or LAMMPS. - Machine Learning:
Proven experience in machine learning theory and applications for chemistry, e.g. property prediction and structure-activity relationships. - Generative Methods
: Expertise in chemical space exploration and molecule generation. - Domain Knowledge:
Experience with polymers and surfactants (concerning both simulation and data-driven approaches) is highly valued, but not strictly required. - Programming Skills
: Proficiency in Python and common cheminformatics and ML frameworks (e.g., RDKit, Scikit-learn, MDAnalysis), with experience using Git. - Scientific Computing
: Familiarity with scientific computing and numerical methods, and HPC computing environments for large-scale simulations and model training.
Soft Skills & Professional Attributes
- Problem-Solving
: Ability to learn new topics quickly and solve complex problems. - Engagement
: Motivation to meet project deadlines and promptly address customers' needs. - Adaptability
: Capacity to adjust to evolving project needs and dynamic research environments. - Collaboration
: Effective team player with experience working in interdisciplinary environments. - Communication
: High level of English, both written and oral; good presentation skills.
Why Join Us?
- Innovation
: Contribute to cutting-edge projects at the intersection of AI and molecular science. - Impact
: Work on impactful industrial applications with real-world relevance. - Growth & Culture
: Join a dynamic, growing company with a collaborative team that values innovation, continuous learning, and personal development.
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For more information, visit our website
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