Principal Data Scientist Imaging and Vision AI ResearcherJob ID391526BRMar 20, 2024USAAbout the RoleLocation: Cambridge, MA #LI-HybridThe AI & Computational Science (AICS) is the dedicated AI team at Novartis Biomedical Research innovating drug discovery. We aim to accelerate discoveries of transformative medicines for patients worldwide.AI & Computational Science (AICS) is seeking a highly motivated and experienced incoming 'Principal AI researcher' in the domain of Image/Vision to push the frontier in Life Sciences and drug discovery. At AI & Computational Sciences (AICS), you will take on a senior technical leadership role at the intersection of science R&D and real-world impact.Key responsibilitiesLead AI research projects independently, focusing on imaging and vision applications within pharmaceutical research and development using scientific, rigorous, and reproducible methodologyDevelop and implement state-of-the-art AI algorithms for image processing, analysis, segmentation, and interpretation, focusing on data modalities such as MRI, histopathology, echocardiograms, lab animal video data or other image modalities used in biological research.Collaborate with other AI specialists, data architects, software engineers, business analysts, user interface designers within RX on products in the Image/Vision domainAct as an Imaging and data science subject matter expert, to help commodify AI and data analytics expertise and assets into impactful analysis workflows and software products, and to help make our research data FAIREngage with diverse stakeholders in clinical as well as non-clinical settingsServe as an ambassador for AI/Data Science by presenting and publishing articles.Build a bridge between academia, technology, and industry partners.Keep ahead of latest developments in the field and mentor associates.Be a part of a truly unique organization, work with an inter-disciplinary team of highly accomplished scientists and push the AI frontiers for disease understanding and drug discovery.This opportunity is located at the Novartis Cambridge (MA) site and will not have the ability to be located remotely. Relocation assistance may be available.The pay range for this position at commencement of employment is expected to be between $144,000 and $216,000 per year; however, while salary ranges are effective from 1/1/24 through 12/31/24, fluctuations in the job market may necessitate adjustments to pay ranges during this period. Further, final pay determinations will depend on various factors, including, but not limited to geographical location, experience level, knowledge, skills and abilities. The total compensation package for this position may also include other elements, including a sign-on bonus, restricted stock units, and discretionary awards in addition to a full range of medical, financial, and/or other benefits (including 401(k) eligibility and various paid time off benefits, such as vacation, sick time, and parental leave), dependent on the position offered. Details of participation in these benefit plans will be provided if an employee receives an offer of employment. If hired, employee will be in an at-will position and the Company reserves the right to modify base salary (as well as any other discretionary payment or compensation program) at any time, including for reasons related to individual performance, Company or individual department/team performance, and market factors.Diversity & Inclusion / EEOWe are Equal Opportunity Employers and take pride in maintaining a diverse environment. 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 are committed to building diverse teams, representative of the patients and communities we serve, and 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: Individuals in need of a reasonable accommodation due to a medical condition or disability for any part of the application process, or to perform the essential functions of a position, please let us know the nature of your request, your contact information and the job requisition number in your message:Novartis: e-mail [email protected] or call +1 (877)395-2339Sandoz: e-mail [email protected] or call: +1-609-422-4098Role RequirementsRole RequirementsPh.D. in Computer Science, AI, Machine Learning, or a related field with a focus on imaging and vision applications.Minimum of 5 years of experience in AI research, specifically in imaging and vision applications.Applied knowledge of image/vision data modalities used in biological research or clinical settingsMinimum of 4 years of relevant publication track record in machine learning applications and AI/ML methodsProven experience in leading AI research projects independently.Strong understanding of advanced machine learning algorithms and AI systems.Extensive experience in using AI for image analysis, particularly in a pharmaceutical setting.Proficient in programming in AI platforms such as TensorFlow, PyTorch, or Keras.Strong ability to communicate technical concepts to a variety of audiences, including scientists, engineers, and non-technical stakeholders.Familiarity with pharmaceutical research processes and requirements.Strong problem-solving skills and the ability to think creatively and innovatively.Why Novartis?766 million lives were touched by Novartis medicines in 2021, and while were proud of this, we know there is so much more we could do to help improve and extend peoples lives.We believe new insights, perspectives and ground-breaking solutions can be found at the intersection of medical science and digital innovation. That a diverse, equitable and inclusive environment inspires new ways of working.We believe our potential can thrive and grow in an unbossed culture underpinned by integrity, curiosity and flexibility. And we can reinvent what's possible, when we collaborate with courage to aggressively and ambitiously tackle the worlds toughest medical challenges. Because the greatest risk in life, is the risk of never trying!Imagine what you could do here at Novartis!Commitment to Diversity & Inclusion:Novartis is committed to building an outstanding, inclusive work environment and diverse teams representative of the patients and communities we serve.Accessibility and Reasonable Accommodations: Individuals in need of a reasonable accommodation due to a medical condition or disability for any part of the application process, or to perform the essential functions of a position, please send an e-mail to [email protected] or call +1 (877)395-2339 and let us know the nature of your request and your contact information. Please include the job requisition number in your message.Join our Novartis Network: If this role is not suitable to your experience or career goals but you wish to stay connected to hear more about Novartis and our career opportunities, join the Novartis Network here: https://talentnetwork.novartis.com/networkWhy Novartis: Helping people with disease and their families takes more than innovative science. It takes a community of smart, passionate people like you. Collaborating, supporting and inspiring each other. Combining to achieve breakthroughs that change patients lives. Ready to create a brighter future together? https://www.novartis.com/about/strategy/people-and-cultureJoin our Novartis Network: Not the right Novartis role for you? Sign up to our talent community to stay connected and learn about suitable career opportunities as soon as they come up: https://talentnetwork.novartis.com/networkDivisionBiomedical ResearchBusiness UnitDScLocationUSASiteCambridge, MACompany / Legal EntityNIBRIFunctional AreaData ScienceJob TypeFull TimeEmployment TypeRegularShift WorkNo#J-18808-Ljbffrby Jobble

Associate Director Data Scientist Gen AI/NLPJob ID392122BRMar 20, 2024USAAbout the RoleLocation: Cambridge, MA #LI-HybridThe AI & Computational Science (AICS) team at Biomedical Research, Novartis is at the forefront of innovating drug discovery with AI. Our mission is to accelerate the development of transformative medicines for patients worldwide. AICS is looking for a highly motivated technical and scientific leader in the field of Generative AI to push the boundaries of disease understanding and drug discovery. In this role, you will have the opportunity to create impact at the intersection of scientific research, drug discovery, and AI.Key ResponsibilitiesDesigning, developing, implementing, training, testing, and refining modern deep learning AI models for data that is typically represented as sequences, such as text, graphs, or biological sequences (e.g., DNA, RNA, or proteins).Applying a deep understanding of foundation models, including pre-trained and large language models, to build generative AI applications in the domains of biology, chemistry, and text.Designing and developing innovative AI model architectures that leverage principles from encoder/decoders, jointly trained models, Siamese-twin models, VAEs, GANs, etc. You will also be involved in advanced training methods such as GPT and Diffusion, and developing/refining learning objectives including self-supervision.Taking a hands-on role and delivering on highly visible projects.Conducting applied AI experiments using scientific, rigorous, and reproducible methodologies on internal and public datasets to ensure publishable results.Serving as an ambassador for AI/Data Science by presenting and publishing articles.Building bridges between academia, technology, and industry partners.Keeping up-to-date with the latest developments in the field and mentoring associates.Being part of a unique organization and working with an interdisciplinary team of highly accomplished scientists to push the frontiers of AI in disease understanding and drug discovery.This opportunity is located at the Novartis Cambridge (MA) site and will not have the ability to be located remotely. Relocation assistance is not available.The pay range for this position at commencement of employment is expected to be between $192,000 and $288,000 per year; however, while salary ranges are effective from 1/1/24 through 12/31/24, fluctuations in the job market may necessitate adjustments to pay ranges during this period. Further, final pay determinations will depend on various factors, including, but not limited to geographical location, experience level, knowledge, skills and abilities. The total compensation package for this position may also include other elements, including a sign-on bonus, restricted stock units, and discretionary awards in addition to a full range of medical, financial, and/or other benefits (including 401(k) eligibility and various paid time off benefits, such as vacation, sick time, and parental leave), dependent on the position offered. Details of participation in these benefit plans will be provided if an employee receives an offer of employment. If hired, employee will be in an at-will position and the Company reserves the right to modify base salary (as well as any other discretionary payment or compensation program) at any time, including for reasons related to individual performance, Company or individual department/team performance, and market factors.Diversity & Inclusion / EEOWe are Equal Opportunity Employers and take pride in maintaining a diverse environment. 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 are committed to building diverse teams, representative of the patients and communities we serve, and 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: Individuals in need of a reasonable accommodation due to a medical condition or disability for any part of the application process, or to perform the essential functions of a position, please let us know the nature of your request, your contact information and the job requisition number in your message:Novartis: e-mail [email protected] or call +1 (877)395-2339Sandoz: e-mail [email protected] or call: +1-609-422-4098Role RequirementsRole Requirements:Deep knowledge of standard AI models, such as Transformers, RNNs, and CNNs, used in NLP and other sequence data domains.Extensive experience with Large Language Models (LLMs), including prompt engineering, use of embeddings, RAG, LangChain, and application architectures using LLMs.Emerging uses of AI for biology and chemistry, leveraging models from NLP.Experience with knowledge graphs and Graph Neural Networks.Expert-level Python programming skills.Ability to work effectively in a team and elevate the team's performance in all aspects.Cloud computing optimization for high-performance AI model training.Understanding of explainability, bias, and ethics in applying AI models.Statistical methods necessary to analyze results for AI models, including statistical significance testing.An advanced degree (masters or doctoral) in computer science or a closely related computational field.Three or more years of relevant leadership and publication track record in deep learning and applied AI research and application.7+ years of experience in end-to-end AI model development for realistic, large-scale datasets.Experience in the tech industry is highly relevant, and any experience in pharma, biotech, or healthcare is a plus.Why Novartis?766 million lives were touched by Novartis medicines in 2021, and while were proud of this, we know there is so much more we could do to help improve and extend peoples lives.We believe new insights, perspectives and ground-breaking solutions can be found at the intersection of medical science and digital innovation. That a diverse, equitable and inclusive environment inspires new ways of working.We believe our potential can thrive and grow in an unbossed culture underpinned by integrity, curiosity and flexibility. And we can reinvent what's possible, when we collaborate with courage to aggressively and ambitiously tackle the worlds toughest medical challenges. Because the greatest risk in life, is the risk of never trying!Imagine what you could do here at Novartis!Commitment to Diversity & Inclusion:Novartis is committed to building an outstanding, inclusive work environment and diverse teams representative of the patients and communities we serve.Accessibility and Reasonable Accommodations:Individuals in need of a reasonable accommodation due to a medical condition or disability for any part of the application process, or to perform the essential functions of a position, please send an e-mail to [email protected] or call +1 (877)395-2339 and let us know the nature of your request and your contact information. Please include the job requisition number in your message.Join our Novartis Network: If this role is not suitable to your experience or career goals but you wish to stay connected to hear more about Novartis and our career opportunities, join the Novartis Network here: https://talentnetwork.novartis.com/networkWhy Novartis: Helping people with disease and their families takes more than innovative science. It takes a community of smart, passionate people like you. Collaborating, supporting and inspiring each other. Combining to achieve breakthroughs that change patients lives. Ready to create a brighter future together? https://www.novartis.com/about/strategy/people-and-cultureJoin our Novartis Network: Not the right Novartis role for you? Sign up to our talent community to stay connected and learn about suitable career opportunities as soon as they come up: https://talentnetwork.novartis.com/networkDivisionBiomedical ResearchBusiness UnitDScLocationUSASiteCambridge, MACompany / Legal EntityNIBRIFunctional AreaData ScienceJob TypeFull TimeEmployment TypeRegularShift WorkNo#J-18808-Ljbffrby Jobble

394642BRSenior Expert Data Science (Process Data Scientist)USAAbout the roleWe are seeking a talented and motivated Process Data Scientist to join our team and contribute to driving data-driven decisions and optimizing biopharmaceutical manufacturing processes through insightful data analysis and visualization. The successful candidate will play a key role in establishing data flows and connections from laboratory systems to data science platforms, advancing our understanding of bioprocesses, and contributing to the optimization and improvement of our development processes.Your responsibilities will include, but are not limited to:* Lead efforts to establish data flows and connections from laboratory systems to our data science platform. Demonstrate high agility to work across various business domains, including IT, engineering, laboratory teams, and collaborating partners, to identify data sources and develop data extraction methods that ensure data integrity and security.* Quickly learn the use of tools, data sources, and analytical techniques needed to answer a wide range of critical business and scientific questions.* Design and implement data pipelines to ingest, clean, and transform raw data for analysis. Leverage statistical and machine learning techniques to analyze integrated data sets, both structured and unstructured, extracting valuable insights into biopharmaceutical manufacturing processes. Communicate these findings to business users through compelling business presentations, interactive visualization tools, and contextual storytelling techniques, ensuring a clear and impactful understanding of the derived insights from data analysis.* Develop and maintain data models and schemas to support ongoing data analysis and reporting needs.* Be adaptable in providing support for a wide array of assessments, including process comparability, when necessary.* Stay abreast of advancements in data technologies and best practices, recommending and implementing improvements to data infrastructure, models, and techniques as needed.* Actively participate in data projects, defining scope, timelines, and resource allocation, ensuring successful execution. Collaborate proactively with team members to plan, anticipate change, manage stakeholders, identify risks, and resolve issues.EEO StatementWe are Equal Opportunity Employers and take pride in maintaining a diverse environment. 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 are committed to building diverse teams, representative of the patients and communities we serve, and 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:Individuals in need of a reasonable accommodation due to a medical condition or disability for any part of the application process, or to perform the essential functions of a position, please let us know the nature of your request, your contact information and the job requisition number in your message:Novartis: e-mail us.reasonableaccommodations@novartis.com or call +1 (877)395-2339Sandoz: e-mail reasonable.accommodations@sandoz.com or call: +1-609-422-4098Role RequirementsWhat you'll bring to the role:* Bachelor's Degree with 7 years / Masters Degree with 5 years/ PhD with 1 year of experience or dedicated post doc / graduate training in the field of bioprocess or data science. A combination of relevant industry experience and education will also be considered. Training and experience demonstrating proficiency in data management will be valued.* Excellent teamwork and communication skills, with a collaborative and proactive approach to problem-solving.* Deep analytical and problem-solving skills, with the ability to interpret and communicate findings effectively to both technical and non-technical stakeholders.* Proficiency in programming languages such as Python and R* Experience with platforms like Redhat Openshift, Posit Workbench, or Posit Connect* Familiarity with web development technologies including JSON, CSS, and HTML.* Experience with tools and platforms commonly used in the biopharmaceutical industry (e.g., JMP/JSL/SAS, SIMCA, OSIsoft PI).* Proven experience in understanding of modeling and statistical concepts.* Knowledge of bioprocess engineering principles and familiarity with biopharmaceutical manufacturing processes is preferred.The pay range for this position at commencement of employment is expected to be between $130,000 and $195,600 year; however, base pay offered may vary depending on multiple individualized factors, including market location, job-related knowledge, skills, and experience. The total compensation package for this position may also include other elements, including a sign-on bonus, restricted stock units, and discretionary awards in addition to a full range of medical, financial, and/or other benefits (including 401(k) eligibility and various paid time off benefits, such as vacation, sick time, and parental leave), dependent on the position offered. Details of participation in these benefit plans will be provided if an employee receives an offer of employment. If hired, employee will be in an 'at-will position' and the Company reserves the right to modify base salary (as well as any other discretionary payment or compensation program) at any time, including for reasons related to individual performance, Company or individual department/team performance, and market factors.Why Novartis?799 million. That's how many lives our products touch. And while we're proud of that fact, in this world of digital and technological transformation, we must also ask ourselves this: how can we continue to improve and extend even more people's lives?We believe the answers are found when curious, courageous and collaborative people like you are brought together in an inspiring environment. Where you're given opportunities to explore the power of digital and data. Where you're empowered to risk failure by taking smart risks, and where you're surrounded by people who share your determination to tackle the world's toughest medical challenges.Please note this job description is not designed to cover or contain a comprehensive listing of activities, duties or responsibilities that are required of the employee for this job. Duties, responsibilities and activities may change at any time with or without notice.Accessibility and reasonable accommodationsThe 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 tas.nacomms@novartis.com call +1 (877)395-2339 and let us know the nature of your request and your contact information. Please include the job requisition number in your message.DivisionDevelopmentBusiness UnitTECHNICAL R & D GDDWork LocationDurham, NCCompany/Legal EntityNovartis PharmaceuticalsFunctional AreaResearch & DevelopmentJob TypeFull TimeEmployment TypeRegularShift WorkNoEarly TalentNo#J-18808-Ljbffrby Jobble

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