06 Sep
|
Variational AI
|
Vancouver
06 Sep
Variational AI
Vancouver
VANCOUVER, BC (OR REMOTE IN CANADA) / FULL TIME Variational AI is radically accelerating the development of promising drug candidates by integrating chemistry and pharmacology expertise with the state‑of‑the‑art in machine learning. The current industry standard has progressed little beyond shallow ML techniques and simple graph neural networks, largely due to the difficulty of integrating world‑class machine learning research with traditional chemistry and pharmacology approaches. Variational AI is building a generative foundation model for molecular structure and properties from the ground up.
Over the past five years, we have been advancing the state‑of‑the‑art, and delivering projects to customers including Merck, Rakovina Therapeutics, and ImmVue Therapeutics. We are searching for a chemical data scientist / cheminformatician to join us in our quest to radically accelerate the development of new drugs through machine learning excellence.
You will help: identify, curate, and prepare datasets, ranging from potency and ADMET to gene expression and cell painting; characterize errors and noise in datasets,
and develop techniques to filter and clean them; analyze curated datasets and integrate chemical data into our machine learning algorithms by designing data loaders; apply traditional cheminformatics techniques. In this process, you will have the opportunity to build your skills by collaborating with our team of accomplished ML scientists, computational chemists, and medicinal chemists. D. in data science, statistics, computer science, physics, or related discipline, with experience analyzing messy datasets; Demonstrated skill with chemical informatics including the aggregation, curation, and preparation of large experimental datasets from multiple sources.
Strong programming skills in Python and experience with cheminformatics libraries and data analysis tools, including RDKit, Matplotlib, pandas, and seaborn. SQL experience preferred. We are an equal chance employer and enthusiastically welcome applications from women, BIPOC, LGBTQ+, and members of underrepresented communities and groups.
For those candidates that live in the Greater Vancouver Area, we offer a hybrid work environment. #
📌 Chemical data scientist (Vancouver)
🏢 Variational AI
📍 Vancouver