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.

Role Description We are seeking an exceptional and highly motivated AI Applied Scientist to join our AI Applied Science Content team. In this role, you will be at the forefront of Document Understanding, designing and implementing AI-Native agentic systems to unlock insights from billions of historical and genealogical records. The work will focus on building autonomous, multi-agent workflows capable of complex reasoning, tool use, analysis, and self-correction. Your work will directly enable customers to discover and connect with their family history by transforming unstructured documents into structured, searchable knowledge. - Innovate with State-of-the-Art AI: Implement cutting-edge AI solutions for key Document Understanding tasks such as: - OCR/HTR - Transcription - Named Entity Recognition (NER) - Relation Extraction (RE) - Coreference Resolution - Summarization - Knowledge Graphs working with diverse genealogical and historical collections spanning newspapers, city directories, family history books, and vital records (i.e., birth, marriage, & death records). - Architect Agentic Systems: Design and implement multi-agent workflows using frameworks like LangChain, LangGraph, CrewAI, AutoGen, AgentCore, Strands, Google ADK, A2A, etc. to automate complex multi-step reasoning tasks in historical document analysis and information extraction. - Analyze and Optimize Multi-Modal Models: Evaluate the performance of multi-modal models such as Gemini, Claude, GPT, and Qwen for zero-shot and few-shot scenarios in comprehensive document understanding. - Natural Language Processing (NLP): NER, Relation Extraction, Coreference Resolution, Entity Resolution, Knowledge Graphs (Neo4j), spaCy, NLTK, BERT. - Computer Vision (CV): Apply expertise using models like YOLO, Nougat, DONUT, OpenCV, etc. to perform layout analysis, identifying text blocks, headers, tables, and deeply nested lists. - Evaluation & Observability: Establish ensemble models and "LLM-as-a-Judge" frameworks, and use tools like Arize Phoenix, DeepEval, or RAGAS to monitor for hallucination, drift, and bias. - Development Productivity: Familiarity with "AI coding" workflows and usage of AI coding assistants such as Amazon Q, Cursor, Claude Code, and Kiro to accelerate development cycles. - Collaborate on Cloud Deployment: Partner with ML Ops to deploy datasets, models, and pipelines in cloud environments like AWS (S3, SageMaker, Bedrock, ECS, EKS) and GCP (Vertex AI, Gemini API). Qualifications - Experienced (MS or PhD preferred) in Computer Science, Data Science, Statistics, Mathematics, Linguistics, Engineering or related quantitative field with a strong data focus. - Specialization in AI & LLMs including familiarity with foundational models such as GPT, Gemini, Qwen, Llama, Claude, etc. - Experience with inference optimization, vLLM, LoRA, QLoRA, quantization, etc. - Familiar with embeddings, vector databases, transformer models, with software development experience. - Strong proficiency in Python and relevant tools and libraries, including transformer models, multi-modal models. - Familiarity with cloud platforms and related AI/ML services such as Google Cloud Platform, GCP, Gemini API, Vertex AI, AWS EC2, S3, SageMaker, Model Registry, and Bedrock is a plus. - ML/LLM/system experience - particularly in content information extraction. - Ability to clearly present complex technical solutions to both technical and non-technical stakeholders. Benefits - Be a part of a company that strives to support diversity and inclusion in the workplace. - Local and global opportunities – internal rotation and international mobility opportunities to grow your career. - Clear view of your career and progression with the company – Qualitest is growing massively and giving you the opportunity to grow with us. - Flexible and casual culture – take a break from work and join employee events, or enjoy the amenities and games provided from one of our Employees Centers. - Never stop experimenting and learning with Qualitest Tech academy: 3000+ training courses, mentorship programs, technical tribes, sponsored certifications, leadership programs, and much more. - Earn bonuses via our Client Referral and Employee Referral Programs.

• 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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