Senior Scientist, Imaging Ai

hace 5 meses

Sevilla, España Bristol-Myers Squibb A tiempo completo

**Working with Us**
Challenging. Meaningful. Life-changing. Those aren't words that are usually associated with a job. But working at Bristol Myers Squibb is anything but usual. Here, uniquely interesting work happens every day, in every department. From optimizing a production line to the latest breakthroughs in cell therapy, this is work that transforms the lives of patients, and the careers of those who do it. You'll get the chance to grow and thrive through opportunities uncommon in scale and scope, alongside high-achieving teams rich in diversity. Take your career farther than you thought possible.

**Overview**

CITRE is part of the Bristol Myers Squibb's research network in Europe and performs cutting-edge computational research to inform decisions across all stages of drug development. Areas of research include computational and network biology, machine/deep learning, cheminformatics, predictive modelling, 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, geometric deep learning and/or generative 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**
- Ph.D. in Machine learning, Bioinformatics, Computational Chemistry, Electrical Engineering, Computer Science, Statistics, Applied Math, Physics, or related technical field
- Publication record in relevant conferences or journals
- Expertise in Python and scientific libraries (Pandas, Numpy, Scipy, Scikit-learn,.... etc)
- Experience with one DL framework among PyTorch, TensorFlow, and JAX.
- Good verbal and written English communication skills.
- Curiosity about the biology of disease and eagerness to contribute to scientific and computational efforts.

**Nice to have**
- 2+ years of postdoctoral experience in experience in industry or academy.
- Experience with ML applied to digital pathology problems is a strong plus.
- Prior research projects in pharma/biotech, university, or hospital environments.
- Experience managing multi-modal data (omics, imaging and time-series signals).
- Previous experience using cloud-based computing and software engineering frameworks (e.g. Docker, Git).

**Uniquely Interesting Work, Life-changing Careers**

**On-site Protocol**

BMS has a diverse occupancy structure that determines where an employee is required to conduct their work. This structure includes site-essential, site-by-design, field-based and remote-by-design jobs. The occupancy type that you are assigned is determined by the nature and responsibilities of your role:
Site-essential roles require 100% of shifts onsite at your assigned facility. Site-by-design roles may be eligible for a hybrid work model with at least 50% onsite at your assigned facility. For these roles, onsite presence is considered an essential job function and is critical to collaboration, innovation, productivity, and a positive Company culture. For field-based and remote-by-design roles the ability to physically travel to visit customers, patients or business partners and to attend meetings on behalf of BMS as directed is an essential job function.

BMS cares about your well-being and the well-being of our staff, customers, patients, and communities. As a result, the Company strongly recommends that all employees be fully vaccinated for Covid-19 and keep up to date with Covid-19 boosters.

BMS will consider for employment qualified applicants with arrest and conviction records, pursuant to applicable laws in your area.

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