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Post-doctoral Researcher
Il y a 4 mois
Janssen Research & Development, a Johnson & Johnson company, is recruiting for the role of a
Post-Doctoral Researcher - Natural Language Processing .
The location for this role includes:
Beerse, Belgium; Leiden, the Netherlands; High Wycombe, the UK; Neuss, Germany; Zug, Switzerland.
Spring House, PA; Titusville, NJ; La Jolla, CA; San Francisco, CA; Cambridge, MA.
Remote work options may be considered on a case-by-case basis and if approved by the Company.
Key Responsibilities:
- Conceive, develop, and validate NLP solutions to highpriority scientific problems.
- Shape internal collaborations and define the scope of research projects.
- Extract insights from complex, unstructured (bio)medical texts and patient narratives to improve drug discovery and development.
- Participate in crossfunctional collaborations with internal stakeholders and external partners.
- Clearly communicate the stateoftheart methods and results to diverse audiences and partners to support decisionmaking.
- Publish findings in toptier journals and conferences.
Qualifications:
Required qualifications:
- A Ph.
degree in NLP or a related discipline (e.g., computational linguistics, computational biology, computer science, artificial intelligence, machine learning, data science, applied mathematics, statistics, electrical engineering, signal processing) obtained within the last 3 years.
- Proven track of record in NLP, text mining, and machine learning backed by publications in toptier journals and conferences.
- Experience with natural language inference, name entity recognition, or sentiment analysis techniques.
- Experience with basic and advanced NLP techniques (e.g., word2vec, RNNs, transformer neural networks, BERT, GPT) and development tools (TensorFlow or PyTorch, HuggingFace, spaCy or NLTK).
- Experience with advanced analytics techniques (e.g., random forest, SVM, boosting, neural networks).
- Proficiency in one or more programming languages such as Python, R, Scala, C++, Java.
- Experience with software development tools (Git) and one of project tracking systems, such as Gitlab, Jira, Confluence, Asana.
- Analytical mindset and critical thinking.
- Ability to continuously learn and acquire new knowledge and skills.
- Ability to effectively communicate technical work to a wide and diverse audience.
- Passionate about leveraging data to drive scientific innovation.
- Cando attitude and ability to work in a diverse, multidisciplinary team.
Preferred ("nice-to-have") qualifications:
- Experience with analyzing electronic health records and other types of free text data.
- Experience with working closely with healthcare professionals.
- Familiarity with drug discovery, drug safety, and clinical development processes.
- Expertise in one or multiple disease areas (e.g., mental health).
- Strong knowledge of statistics.
- Experience with cloud platforms (e.g., AWS, GCP, Azure).
US/PR ONLY:
For U.S. applicants, in accordance with applicable disclosure requirements, the anticipated base pay is $90,000 per annum.**:
Johnson & Johnson is an Affirmative Action and Equal Opportunity Employer.
All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, age, national origin, and will not be discriminated against on the basis of disability.
