Senior Scientist, Applied Machine Learning - Sevilla, España - Bristol Myers Squibb

Bristol Myers Squibb

Empresa verificada

Sevilla, España

hace 5 días

Publicado por:

Isabel García

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Descripción

At Bristol Myers Squibb, we are inspired by a single vision - transforming patients' lives through science.

In oncology, hematology, immunology and cardiovascular disease - and one of the most diverse and promising pipelines in the industry - each of our passionate colleagues contribute to innovations that drive meaningful change.

We bring a human touch to every treatment we pioneer. Join us and make a difference.

CITRE is Bristol Myers Squibb's research institute in Europe, and our link to the European research community. Informatics & Predictive Sciences at CITRE performs innovative computational research to inform decisions across all stages of drug development.

Areas of research include computational and network biology, machine/deep learning, cheminformatics, predictive modeling, patient stratification, and method development for analysis and interpretation of biological data.

The Role

Collaborate closely with teams across the company to solve complex problems, including design and implementation of computer vision, timeseries forecasting, geometric deep learning and/or reinforcement learning models.
Refine ML models and workflows by performing exploratory data analysis on large datasets.
Creatively propose hypotheses and test them rigorously.
Author scientific reports, and present methods, results, and conclusions to publishable standard.

Minimal Qualifications

D. with 2+ years of postdoctoral experience in Machine learning, Bioinformatics, Computational Chemistry, Electrical Engineering, Computer Science, Statistics, Applied Math, Physics, or related technical field

Strong publication record in relevant conferences or journals
Experience with one DL framework among PyTorch, TensorFlow, and JAX.
Excellent verbal and written communication skills. Verbal and written English language fluency are a prerequisite.
Intense curiosity about the biology of disease and eagerness to contribute to scientific and computational efforts.

Nice to have

Experience with ML applied to bioimaging, bioinformatics problems, including single cell and spatial omics is a strong plus
Prior research projects in pharma/biotech, university, or hospital environments.
Experience managing multimodal data (omics, imaging and timeseries signals).
Previous experience using cloudbased computing and software engineering frameworks (e.g. Docker, Git).

Bristol Myers Squibb recognizes the importance of balance and flexibility in our work environment.

We offer a wide variety of competitive benefits, services and programs that provide our employees with the resources to pursue their goals, both at work and in their personal lives.