Role Description This opportunity involves designing computational material science problems to challenge a frontier AI model. The problem must have an answer verifiable by code and require a specialized tool like ObsPy, instaseis, pyrocko, MITgcm, flopy/MODFLOW, or others. Generic data wrangling around synthesized toy data won't suffice. Each problem runs inside a sealed Linux container with the tool pre-installed and a programmatic judge that grades the model's answer. - Pick an anchor tool and design a problem that hinges on its waveform-processing kernels, geophysical inversion routines, sub-surface flow solvers, or community-validated data pipelines. - Write a Python reference solution, supply input files and model or domain definitions where needed. - Decide the numerical answer and how close the model needs to get — with a domain-appropriate tolerance — to count as right. - Test the problem against the model in batches of parallel attempts, tuning the problem difficulty until the agent only succeeds in a small number of attempts. - Once satisfied with the task, submit it for review to a senior reviewer in your subfield for feedback to ensure task quality is high. - Calibration requires patience, tuning the problem against batches of parallel runs of the agent, aiming for a pass rate in the 10–30% band. - Learn how agents cut corners, where a simulation stalls, and how flow or inversion models converge. Qualifications - Degree in Material Science or related field. - 2+ years of research, applied, or teaching experience. - Python proficiency for writing reference solutions. - Fluency with — or strong willingness to independently learn — at least one scriptable package: ObsPy, instaseis, pyrocko, MITgcm, xmitgcm, flopy / MODFLOW, or GeoPandas. - Ability to design problems that genuinely require a specialized solver. - Strong written English (C1+). Requirements - No prior experience with the listed tools? You're still welcome to apply — as long as you're ready to get up to speed on your own and hit the ground running. Benefits - For this project, tasks are estimated to require around 10–20 hours per week during active phases, based on project requirements. - Compensation can be up to $45 per hour equivalent, depending on level and pace of contribution. - Compensation varies across projects depending on scope, complexity, and required expertise.

• Develop overall product planning by contributing to/creating stories for complex features in areas of responsibility. • Organize, lead and finalize feature review sessions for complex business issues/requirements and document resulting decisions. • Create the functional design to address complex business processes or issues or to address requirements of product features. • Configure or develop within the Sitecore CMS; review and verify operation of new vendor release features. • Engage in pair-programming and Test-Driven Development full time to develop websites based on Sitecore CMS. • Provide training for other team members and users; assist in developing team bench strength.

Role Description - Dar suporte técnico e planejamento ao coordenador - Validar relatório/comentários - Auxiliar no Controle das Entregas e qualidade do processo - Verificação de Lajes Planas e Lajes Nervuradas - Validação dos esforços de Cisalhamento e Punção em Lajes - Verificação de tirantes em Concreto - Verificação de Consolos - Verificação e Definição do TRRF da edificação - Configuração dos Critérios do Edifício (Lepmol, Redmol, etc) - Lidera/Participar de Reunião Externa - Dar Suporte ao desenvolvimento da equipe. Qualifications - TQS (análise estrutural completa + detalhamento) - Experiência prévia com Estabilidade global - Experiência prévia com Concepção estrutural de Concreto Armado - Dimensionamento TRRF - Software de elementos finitos - Cálculo de estruturas protendidas e metálicas Requirements - Gestão de projetos - Elementos finitos - Revit básico - Robot intermediário Benefits - Pro atividade, vontade de aprender e trabalho em equipe são pontos fortes para fazer parte do nosso time!

• Be the technical lead on small or medium projects, dealing effectively with technical issues to ensure customer satisfaction • Co-ordinate solution delivery in concert with AspenTech Project Manager and the Client to ensure projects achieve stated milestones, delivery dates and financial goals • Review process flow diagrams, process & instrumentation diagrams, mass balances, actual plant data, process descriptions and process manuals • Implement projects using AspenTech's process simulation software like Aspen HYSYS, Aspen Plus, Aspen OnLine and others • Participate in client meetings, prepare project documentation/reports and assist with user training as necessary • Confidently communicate with and present results to clients • Maintain and extend client satisfaction levels and develop opportunities for additional Services