Expert Data Scientist for Small Molecule Research

4 semanas atrás


Lisboa, Lisboa, Portugal Loka® Inc Tempo inteiro

About Loka Inc


Loka Inc is a leading tech company that supports meaningful projects across various industries.


Our teams have helped clients transform the discovery of soybean mutations, advance the world's #1 AI reading tutor and develop novel drugs for fighting cancer. We value work-life balance, offering every other Friday off.


Job Description


We are seeking an Expert Data Scientist for Small Molecule Research to drive machine learning projects for small molecule research, supporting machine learning engineers in delivering value to clients.


This role requires providing domain expertise and thought leadership, participating in scoping calls to shape project design from the outset, developing deep learning models for customers based on multiple architectures (GNNs, Transformers, etc.) and providing technical support when needed.


The Role


Understand Loka Inc's clients' business objectives and develop models that help achieve them, plus metrics to track their progress.


Design and implement complex ML systems using classic ML, DL and foundation models and following best practices.


Lead client communications by gathering requirements, managing expectations and communicating deliverables.


Analyze model errors; design strategies to overcome them.


Deploy, maintain and upgrade ML models and pipelines.


Follow Loka Inc's career track for growth by demonstrating technical excellence, innovation, autonomy, ownership, communication and teamwork.


Requirements


A PhD in Bioinformatics, Chemistry, Bioengineering or similar, preferably in the Chemoinformatics area, is required.


MSc candidates with extensive expertise are also suitable.


Experience in drug discovery and machine learning highly desirable.


Understanding deep learning for molecular property prediction and lead optimization is essential.


Extensive knowledge of computational chemistry and/or structure-based design is required.


Experience with Open Source Cheminformatics packages (e.g., RDKit), chemical workflow environments, machine learning on chemical data and chemical databases is necessary.


Benefits


We offer every other Friday off, remote work options, relocation programs, paid sick days, local holidays, premium mental health subscriptions, access to LokaLabs, our internal research and development program, fitness subscription, mental wellness programs, defined career path and business English classes.


Salary


$120,000 - $160,000 per year, depending on experience.



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