Expert II Data Science
Expert II Data Science
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$ 103600 - 192400
1 Vacancy
Job Description
Band
Level 3Job Description Summary
Internal Title: Expert II Data ScienceThis position will be located at the San Diego site and will not have the ability to be located remotely.
Job Description Summary
We are seeking a highly motivated passionate Senior Expert I Data Science to join the data science team of Biologics Research Center (BRC) in San Diego CA. BRC builds the biologics pipeline in collaboration with Biomedical Research Disease Areas via a breadth of technologies for discovery of antibody protein gene therapy and RNA-based therapeutics.
The Senior Expert Data Science must possess a strong background in Python programming and data analysis skills have experience working with large-scale datasets using Linux and demonstrate a thorough understanding of machine learning theory. It is essential to be self-motivated and committed to continuously learning about the latest advancements in the field of data science given its rapid technological evolution. Curiosity to understand the why rather than merely addressing the how is crucial for success in this role. The ideal candidate must be an independent researcher proficient in reviewing existing literature sourcing solutions online and devising innovative solutions as required.
Novartis offers a unique environment to apply data science methodologies to large biomedical datasets enhancing the discovery of new medicines.
Job Description
Key Responsibilities:
- Collaborate with scientists and bioinformaticians to develop next generation ML/AI models for potency prediction and chemistry optimization using internal and public in vitro and in vivo siRNA datasets.
- Identify assess and implement novel algorithms and methodologies from publications to continuously enhance the data science strategy for AI-enabled siRNA design and delivery.
- Effectively collaborate with biologists in data interpretation visualization and communication of results
- Contribute to BRCs AI protein design initiative through AI model evaluation adoption integration and automation.
- Collaborate with other scientists on developing computational solutions to address ad hoc data science challenges.
Essential Requirements:
- Educational Background: Ph.D Bioinformatics Computational Biology Computer Science (recent Ph.D. welcome to apply) OR MS degree in bioinformatics computational biology computer science structural biology or a related field with 4 years of relevant industry research experience
- Experience in machine learning modeling
- Excellent programming skills in Python with Linux as the operating platform and familiarity with high-performance clusters.
- Clear understanding of basic concepts in statistics.
- Accurate understanding of machine learning and deep learning concepts.
- Previous experience with machine learning applications.
- Desirable knowledge in deep learning areas including CNN GNN transformers and language models.
- Adequate biological knowledge to facilitate effective communication with scientists.
- Strong communication and interpersonal skills are essential for success in this role.
Desirable Requirements:
- Experience with RNAi therapeutics and siRNA design is preferred.
Novartis Compensation and Benefit Summary: The salary for this position is expected to be $103600-$192400
The final salary offered is determined based on factors like but not limited to relevant skills and experience and upon joining Novartis will be reviewed periodically. Novartis may change the published salary range based on company and market factors.
Your compensation will include a performance-based cash incentive and depending on the level of the role eligibility to be considered for annual equity awards.
US-based eligible employees will receive a comprehensive benefits package that includes health life and disability benefits a 401(k) with company contribution and match and a variety of other benefits. In addition employees are eligible for a generous time off package including vacation personal days holidays and other leaves.
EEO Statement:
The Novartis Group of Companies are Equal Opportunity Employers. We do not discriminate in recruitment hiring training promotion or other employment practices for reasons of race color religion gender national origin age sexual orientation gender identity or expression marital or veteran status disability or any other legally protected status. We strive to create an inclusive workplace that cultivates bold innovation through collaboration and empowers our people to unleash their full potential.
Accessibility and reasonable accommodations
The Novartis Group of Companies are committed to working with and providing reasonable accommodation to individuals with disabilities. If because of a medical condition or disability you need a reasonable accommodation for any part of the application process or in order to perform the essential functions of a position please send an e-mail to call 1 and let us know the nature of your request and your contact information. Please include the job requisition number in your message.
Range
Skills Desired
Biostatistics Computer Programming Data Analysis Databases Data Management Data Mining Data Quality Data Visualization Deep Learning Graph Algorithms High-Performance Computing Logistic Regression Model Machine Learning (Ml) Master Data Management Pandas (Python) Python (Programming Language) R (Programming Language) Random Forest Algorithm Sql (Structured Query Language) Statistical Modeling Time Series AnalysisEmployment Type
Full-Time
