• Research and develop data science methods that improve NEXUS predictive performance across diverse enterprise datasets, industries, and prediction task types • Design and implement robust, production-quality Python components with a strong focus on correctness, generality, and reusability • Deeply understand the characteristics of real-world enterprise data and develop strategies that help NEXUS handle them reliably • Run rigorous experiments to measure the impact of new approaches, design meaningful benchmarks, and use results to guide prioritization • Work across a wide variety of structured data problems - including but not limited to classification, regression, ranking, and forecasting • Collaborate closely with the Engineering and Research teams to develop a deep understanding of NEXUS model behavior and use that knowledge to inform your work • Work with Applied AI Engineers to validate approaches on real customer datasets and translate findings into product capabilities • Contribute to technical documentation and internal best practices, helping the broader team apply new capabilities correctly and confidently

Role Description ¿Te gusta trabajar con niños y tienes experiencia en natación? En Tusclasesparticulares, portal líder de clases particulares en España, estamos buscando Monitor/a de Natación para Niños para ayudar a alumnos de diferentes edades a desarrollar sus habilidades acuáticas de forma segura y divertida. - Planificar e impartir clases de natación adaptadas a la edad y nivel de cada alumno. - Enseñar técnicas básicas y avanzadas de natación mediante actividades dinámicas y motivadoras. - Fomentar la confianza y la seguridad de los niños en el agua. - Supervisar el correcto desarrollo de los ejercicios, garantizando el cumplimiento de las normas de seguridad. Qualifications - Experiencia en natación, enseñanza deportiva o actividades acuáticas con niños. - Habilidades comunicativas, paciencia y capacidad para motivar a los alumnos. - Conocimiento de técnicas de natación y normas básicas de seguridad acuática. - Se valorará formación relacionada con actividades deportivas, educación física o socorrismo. - No se requiere experiencia previa como docente — tu experiencia en natación y trato con niños es suficiente para empezar. Benefits - Horarios flexibles compatibles con estudios, trabajo u otras actividades. - Tú organizas tus sesiones y disponibilidad. - Retribución competitiva de 15 a 30€/hora según experiencia y dedicación. - Acceso a una amplia comunidad de alumnos en búsqueda de clases particulares y apoyo deportivo. Company Description

• Develop solutions and agents based on large language models (LLMs) for integration into the company's products, processes, and services; • Perform fine-tuning and customization of pre-trained models; • Design and implement data pipelines for model training and evaluation, including preprocessing, tokenization, and dataset curation; • Integrate generative AI models with corporate systems, APIs, and business workflows; • Explore and apply RAG (retrieval-augmented generation), embeddings, and hybrid architectures; • Monitor and evaluate model performance using appropriate metrics; • Propose continuous improvements to the systems;

Title: Scientist 1-Wisconsin Reading Center - Requisition Number: JR10010076 - Remote Type: Remote - Location: Madison, Wisconsin - Category: Research - Time Type: Full time Current Employees: If you are currently employed at any of the Universities of Wisconsin, log in to Jobs Hub to apply through the internal application process. Job Category: Academic Staff Employment Type: Terminal (Fixed Term) Job Profile: Scientist I Job Summary: The key responsibilities of this position include: - Develop Grading Methods: The Wisconsin Reading Center provides core imaging lab support to multicenter clinical trials. As imaging technology and indications for therapeutics keep evolving, there is a need for developing new image evaluation methods. This will require an understanding of imaging formats, artifacts, qualitative and quantitative assessment of disease parameters. The incumbent will serve as a subject matter expert in supporting research program managers and graders in scientific aspects of grading. - Biomarker Research: The Wisconsin Reading Center collaborates with both NIH and industry partners in imaging biomarker research. This requires identification of novel imaging features that can be predictive of disease progression or prognosis and designing clinical studies to reproducibility identify and quantify these features. A thorough understanding of disease process and up-to-date knowledge on literature are required to conduct this cutting-edge research. - Liaison with Study Sponsors: The Wisconsin Reading Center assists in developing study protocol and statistical analysis plan for clinical trials in collaboration with industry sponsors. This requires communication of the reading center workflow, evaluation procedures, imaging outcomes that are applicable for the trial, and analysis methods. - Other duties: Participate in developing grant applications to federal and private agencies. Document research study methods, analytic steps, and results for manuscript publications and progress reports. Develop PowerPoints to describe research and associated results. Participate in national and international meetings for the dissemination of research. Assist faculty with the educational and mentoring of research students. - This position has the possibility to be extended or converted to an ongoing appointment based on need and/or funding. - This position may require some work to be performed in-person, onsite, at a designated campus work location. Some work may be performed remotely, at an offsite, non-campus work location . - Travel Expectations: It is required that employees come to Madison, WI. It may be the employee's responsibility to cover expenses for this trip. - There could be occasional night and weekend events. Key Job Responsibilities: - Serves as a main point of contact and liaison with internal and external stakeholders providing information and representing the interests of a specialized research area - Assists with the identification of research problems and the development of research methodologies and procedures - Attends and assists with the facilitation of scholarly events and presentations in support of continued professional development and the dissemination of research information - Collects and analyzes research data, conducts experiments and interviews, and documents results according to established policies and procedures under general supervision and limited responsibility - Writes or assists in developing grant applications and proposals to secure research funding - Conducts literature reviews, prepares reports and materials, and disseminates information to appropriate entities Department: School of Medicine and Public Health, Department of Ophthalmology and Visual Sciences, Wisconsin Reading Center. The Wisconsin Reading Center (WRC) is a core retinal image reading lab within the University of Wisconsin-Madison Department of Ophthalmology and Visual Sciences (DOVS). The WRC was founded on the enduring principles of intellectual honesty, quality, relevance, innovation, and staff satisfaction. Incepted in 1970 to support the seminal NIH-funded trials of laser treatment for diabetic retinopathy (DR), the WRC has broadened its scope to the evaluation of many retinal diseases, including dry AMD, atrophic AMD, neovascular AMD, DME, retinal vein occlusion, posterior uveitis, inherited retinal disease, AIDS-related ocular disease, and cataract. Why Join Us? This position offers hybrid work with the requirement to be on-site once a quarter. We provide flexible work schedules, comprehensive benefits, and professional development. Our team is passionate about making a positive impact on eye disease, and we are looking for individuals who share that commitment. Compensation: The starting salary/hourly wage for the position is $61,087 but negotiable based on experience and qualifications. Employees in this position can expect to receive benefits such as generous vacation, holidays, and sick leave; competitive insurances and savings accounts; retirement benefits. For more information, refer to the campus benefits webpage. - SMPH Faculty /Academic Staff Benefits Flyer 2026 Required Qualifications: - Experience in Clinical Research - Experience working with image-based datasets or data analysis - Experience in ophthalmic/retinal imaging Preferred Qualifications: - Experience in clinical ophthalmology - Experience in publications and conference presentations - Experience in Age-related Macular Degeneration Education: Terminal degree in relevant field such as medicine, vision science, biomedical science, public health or related discipline and includes MD, PhD, OD, MPH or equivalent required (includes MBBS and DNB). Institutional Statement on Diversity: Diversity is a source of strength, creativity, and innovation for UW-Madison. We value the contributions of each person and respect the profound ways their identity, culture, background, experience, status, abilities, and opinion enrich the university community. We commit ourselves to the pursuit of excellence in teaching, research, outreach, and diversity as inextricably linked goals. The University of Wisconsin-Madison fulfills its public mission by creating a welcoming and inclusive community for people from every background - people who as students, faculty, and staff serve Wisconsin and the world. The University of Wisconsin-Madison is an Equal Opportunity Employer. Qualified applicants will receive consideration for employment without regard to, including but not limited to, race, color, religion, sex, sexual orientation, national origin, age, pregnancy, disability, or status as a protected veteran and other bases as defined by federal regulations and UW System policies. We promote excellence by acknowledging skills and expertise from all backgrounds and encourage all qualified individuals to apply. For more information regarding applicant and employee rights and to view federal and state required postings, visit the Human Resources Workplace Poster website. To request a disability or pregnancy-related accommodation for any step in the hiring process (e.g., application, interview, pre-employment testing, etc.), please contact the Divisional Disability Representative (DDR) in the division you are applying to. Please make your request as soon as possible to help the university respond most effectively to you. Employment may require a criminal background check. It may also require your references to answer questions regarding misconduct, including sexual violence and sexual harassment. The University of Wisconsin System will not reveal the identities of applicants who request confidentiality in writing, except that the identity of the successful candidate will be released. See Wis. Stat. sec. 19.36(7). The Annual Security and Fire Safety Report contains current campus safety and disciplinary policies, crime statistics for the previous 3 calendar years, and on-campus student housing fire safety policies and fire statistics for the previous 3 calendar years. UW-Madison will provide a paper copy upon request; please contact the University of Wisconsin Police Department.