NVIDIA is at the forefront of the AI revolution, and our research is shaping the future of large language models. We are looking for a Senior Scientist to join our team and help advance our capabilities in generating synthetic datasets and privacy-preserving AI. You will contribute to open-source libraries within the NVIDIA NeMo ecosystem that enable high-quality synthetic data generation at scale while ensuring data privacy. This role combines hands-on software engineering with research in privacy-enhancing methods, and you will collaborate with research, engineering, product teams, and external labs. What you'll be doing: - Build and implement advanced pipelines for generating synthetic datasets using innovative LLM-based methodologies and automated quality evaluation frameworks. - Research and implement privacy-preserving techniques such as differentially private training (DP-SGD), identifying and replacing sensitive information via NER models, and membership inference protection. - Design and maintain open-source software libraries and SDKs with clean APIs and developer-facing documentation, applying robust software design patterns. - Drive software excellence through modern development tooling, architecture managed by configurations, and professional Git/CI-CD workflows. - Publish original research at top machine learning and AI conferences to maintain NVIDIA's technical leadership. - Mentor interns and junior researchers to develop technical growth within the team. What we need to see: - PhD in Computer Science, Machine Learning, Statistics, or a related field, or equivalent experience. - A research background of 5+ years in synthetic data generation, data privacy, or related areas such as differential privacy, federated learning, or trustworthy machine learning is required. Comparable experience is also considered. - Proven track record of developing or maintaining software libraries used by a broad developer community. - Deep technical understanding of PyTorch and the HuggingFace Transformers ecosystem including PEFT and LoRA. - Technical familiarity with LLM inference frameworks such as vLLM or TGI. - Strong publication record at premier venues such as NeurIPS, ICML, ICLR, ACL or similar. Ways to stand out from the crowd: - Active contributions to open-source projects, particularly in ML, security, or privacy domains. - Specialized expertise with differential privacy concepts and tools such as Opacus. - Ability to build and optimize scalable data processing pipelines for large-scale models. - Proficiency with NER-based PII detection and advanced anonymization techniques. - Functional knowledge of global privacy regulations such as GDPR or CCPA. NVIDIA is widely considered to be one of the technology world's most desirable employers. We have some of the most forward-thinking and talented people in the world working with us. If you are creative, autonomous, and passionate about building open-source tools that make AI safer and more private, we want to hear from you.

• Own end-to-end pricing analytics, modeling and measurement in close partnership with the Pricing organization, supporting day-to-day pricing decisions as well as longer-term strategy refinement. • Build, validate, and maintain applied pricing models (e.g., elasticity, incrementality, sensitivity tiers) that balance statistical rigor with real-world constraints and imperfect data. • Design and execute measurement approaches for pricing tests and promotions, including A/B tests and quasi-experimental methods, accounting for seasonality, halo, and cannibalization. • Lead competitive pricing analytics, including validation of external pricing data, imputation logic for incomplete coverage, and ongoing quality monitoring to ensure confidence in insights. • Translate complex analytical outputs into clear, decision-ready insights, articulating implications, tradeoffs, and recommended actions to pricing leadership and senior executives. • Partner closely with BI Analytics and Data Engineering to shape pricing datasets, contribute to data modeling where needed, and ensure analytical outputs are scalable and reusable. • Independently develop analytical workflows using SQL and Python, moving fluidly between data exploration, modeling, and insight generation without reliance on heavy guidance. • Contribute to the development of pricing dashboards and recurring analytical outputs for the Pricing team, prioritizing clarity, usability, and decision relevance over visual polish. • Continuously refine pricing measurement frameworks as the business evolves, balancing speed, accuracy, and practicality in a fast-moving global environment. • Experience deploying, monitoring, or operationalizing pricing or predictive models in a production analytics or ML environment (e.g., Databricks, scheduled pipelines, or decision-support workflows).

Obrigado pelo seu interesse em trabalhar para nossa Empresa. Recrutar o talento certo é crucial para os nossos objetivos. No dia 01 de Abril de 2024, a 3M Healthcare passou por uma cisão corporativa que levou à criação de uma nova empresa chamada Solventum. Ainda estamos no processo de atualização da nossa página de carreiras e documentos de candidatura, que atualmente possuem a marca 3M. Por favor, tenha paciência conosco. Enquanto isso, a nossa Política de Privacidade aqui: https://www.solventum.com/en-us/home/legal/website-privacy-statement/applicant-privacy/ continua a ser aplicada a qualquer informação pessoal que enviar, e os cargos da marca 3M listados na nossa Página de Carreiras são para cargos na Solventum. Tal como era na 3M, na Solventum todos os candidatos qualificados serão considerados para emprego, independentemente da sua raça, cor, religião, sexo, orientação sexual, identidade de género, origem nacional, deficiência ou estatuto militar. Job Description: Executivo(a) de Ativação Comercial em Soluções Odontológicas Modalidade de contrato: Temporário 3M Health Care agora é Solventum Na Solventum, possibilitamos cuidados de saúde melhores, mais inteligentes e mais seguros para melhorar vidas. Como uma nova empresa com um longo legado na criação de soluções inovadoras para os desafios mais difíceis dos nossos clientes, somos pioneiros em inovações revolucionárias na interseção da saúde, dos materiais e da ciência de dados que mudam a vida dos pacientes para melhor, ao mesmo tempo que permitem aos profissionais de saúde atuar em o melhor deles. Porque as pessoas e o seu bem-estar estão no centro de cada avanço científico que buscamos. Estabelecemos parcerias estreitas com as mentes mais brilhantes da área da saúde para garantir que cada solução que criamos combina a tecnologia mais recente com compaixão e empatia. Porque na Solventum nunca paramos de resolver para você. O impacto que você causará nesta função Atinge objetivos de vendas específicos, fornecendo cobertura de vendas para contas atribuídas ou dentro do território designado. Cargo destinado a pessoas que são novas em vendas e demonstraram aptidão para vendas. Executa trabalho de vendas de nível básico sob supervisão rigorosa, encaminhando todos os problemas não cobertos por instruções ou procedimentos a um representante de vendas mais experiente ou a um gerente de vendas da área. - Desenvolver e converter lançamentos de novos produtos junto ao cliente final (dentistas), gerando demanda qualificada e impulsionando a adoção de inovações no mercado odontológico; - Atuar estrategicamente com o Canal de Distribuição (dentais), direcionando e executando ações promocionais para maximização dos resultados; - Planejar e executar visitas regulares a consultórios odontológicos, instituições de ensino (graduação e pós-graduação) e curso de especialização; - Gerenciar e cumprir metas comerciais diárias, mensais e trimestrais, com disciplina no uso de ferramentas de CRM para registro e acompanhamento de atividades e resultados. Suas habilidades e experiência Para prepará-lo para o sucesso nesta função desde o primeiro dia, a Solventum exige (no mínimo) as seguintes qualificações: - Formação em Administração, Odontologia, Marketing ou áreas afim. - Possuir experiência em vendas técnicas de produtos odontológicos ou mercado da saúde, prospecção de novos clientes, vendas diretas e indiretas (via Canal de Distribuição) manutenção de carteira ativa, mapeamento de mercado. - Bom conhecimento do segmento Odontológico no estado de São Paulo - Disponibilidade para viagens. - Domínio do Pacote Office, conhecimento avançado em Excel. - Carteira de motorista atual e válida. As qualificações adicionais que podem ajudá-lo a ter ainda mais sucesso nesta função incluem: - Diferencial Inglês e Espanhol - Cursos ou experiência prévia na área de vendas Mandatório - Residir em Salvador Apoiando o seu bem-estar Solventum oferece muitos programas para ajudá-lo a viver da melhor maneira possível – tanto física quanto financeiramente. Para garantir salários e benefícios competitivos, a Solventum compara regularmente com outras empresas comparáveis em dimensão e âmbito. A Solventum é um empregador que oferece oportunidades iguais à todos. A 3M não discriminará nenhum candidato baseado em sua raça, cor, idade, religião, gênero, orientação sexual, identidade ou expressão de gênero, nacionalidade ou deficiência. Solventum is committed to maintaining the highest standards of integrity and professionalism in our recruitment process. Applicants must remain alert to fraudulent job postings and recruitment schemes that falsely claim to represent Solventum and seek to exploit job seekers. Please note that all email communications from Solventum regarding job opportunities with the company will be from an email with a domain of @solventum.com. Be wary of unsolicited emails or messages regarding Solventum job opportunities from emails with other email domains. Please note: your application may not be considered if you do not provide your education and work history, either by: 1) uploading a resume, or 2) entering the information into the application fields directly. Solventum Global Terms of Use and Privacy Statement Carefully read these Terms of Use before using this website. Your access to and use of this website and application for a job at Solventum are conditioned on your acceptance and compliance with these terms. Please access the linked document by clicking here. 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TITLE: Medical Information Scientist POSITION SUMMARY: The Medical Information Scientist will be responsible for providing non-promotional scientific, educational, and research support for the Indivior addiction treatment portfolio, specifically involving buprenorphine, in the respective territory. The Medical Information Scientist position is a field-based member of the Medical Affairs team. The Medical Information Scientist should be highly trained in a health care field and well-versed in clinical science to deliver cutting edge data and technical/practical education to Thought Leaders and Health Care Professionals (HCP) practicing Addiction Medicine. The Medical Information Scientist will interact with Addiction Thought Leaders in the region including therapeutic area HCPs affiliated with key medical centers and addictions treatment programs. The Medical Information Scientist will respond to medical questions regarding Indivior products as appropriate. The Medical Information Scientist, upon request of management, may be involved in presentations to managed care organizations, formulary decision makers and regional medical advisory boards. The Medical Information Scientist will serve as a bridge between regional and national HCPs and Indivior Medical Affairs colleagues and will provide customer insights that facilitate the development of brand medical strategies as appropriate. The Medical Information Scientist will support Indivior sponsored research and investigator initiated trial (IIT) activities in the region, as determined by the Medical Affairs leadership and in accordance with policy. ESSENTIAL FUNCTIONS: The responsibilities of this job include, but are not limited to, the following: - Develop and maintain scientific relationships with external experts to gather insights on the treatment of Opioid Use Disorder (OUD) and on the needs and treatment patterns of addiction health care providers. - Increase Indivior’s visibility among leaders in the therapeutic field of Substance Use Disorders. - Respond appropriately with the most accurate data to unsolicited questions and requests posed by physicians for compounds in development and approved products/brands in accordance with the Medical Information Scientists - Engage physicians participating in clinical studies with research discussions; identify potential new clinical sites and principal investigators as requested; collaborate with clinical team and CRA's to coordinate educational and research support for sites/investigators participating in Indivior’s clinical trials. - Provide medical support to internal teams including other field medical (MSTAs), Managed Market account managers, and Commercial as necessary. - Maintain clinical expertise through ongoing education including attendance at relevant symposium, scientific workshops, and review of key journals; participation in required internal training, presentations and journal clubs. - Adhere to regulatory and compliance guidelines and company policies in all aspects of scientific dissemination of information including responses to unsolicited requests for medical information; maintains appropriate communication with Medical, Regulatory, and Legal personnel within the company to ensure appropriate timelines and procedures are met. - Consistently demonstrate a positive, collaborative attitude that exemplifies ownership of business, partnership with key opinion leaders, teamwork with peers, and respect of supervisors, peers, and customers. - Develop and prioritize solutions to problems, understand relationship between actions and results, and be able to understand and communicate the needs of the healthcare community. MINIMUM QUALIFICATIONS: Education: Doctoral degree MD, PhD, or PharmD Field of Study: Medicine, Pharmacy, Nursing or biological/health science. Experience: - 5years minimum as pharmaceutical Medical Science Liaison or other relevant pharmaceutical field medical role in addiction medicine or neuroscience; OR - 5 years minimum as Medical Science Liaison in other therapeutic areas; OR - Clinicians with 5+ years addiction medicine practice - Demonstrated examples of working in the unapproved space with compounds in development and with clinical research sites and primary investigators highly preferred. Computer Skills: Working knowledge of Microsoft Office Suite (Word, PowerPoint, and Excel) and associated hardware is required Travel: Must be able to travel by air and vehicle (valid US driver’s license and clean driving record) up to 60% of time. Must be able and willing to work occasional weekends and evenings. COMPETENCIES/CONDUCT: In addition to the minimum qualifications, the employee will demonstrate: - Leadership and teamwork with Medical Information Scientist peers. - Demonstrated a strong cross-functional team player and effectively interfacing with other internal departments, including Medical Affairs, Clinical Development, Clinical Operations, Medical Information, Marketing, Sales, etc. - Excellent oral presentation and written communication skills. - Demonstrated excellent interpersonal skills: ability to understand, prioritize, and respond to multiple external and internal customers’ demands and to manage conflict constructively. - Ability to multitask in a fast pace entrepreneurial environment. Displaying flexibility to rapidly changing schedules and travel. Feeling comfortable and competent to self-initiate initiatives in a compliant fashion. PREFERRED QUALIFICATIONS: - Knowledge of geographical territory’s medical centers, managed care environment, and healthcare practice issues - Demonstrate examples of working in unapproved space with compounds and development and with clinical research sites and primary investigators GUIDING PRINCIPLES: Indivior’s guiding principles are the foundation for each employee’s success and growth. Each employee is expected to demonstrate understanding and adherence to our guiding principles in their everyday performance. The duties and responsibilities identified in this position description are considered essential but are not limited to only those outlined. The employee may perform other functions that may be assigned. Management retains the discretion to add or change the duties of this position at any time.