Macro R Data Scientist | Senior

Work set-up: 
Full Remote
Contract: 
Full time
Experience: 
Senior (5-10 years)
Work from: 
Brazil

Offer summary

Qualifications:

Experience in mathematical modeling and optimization using software like Gurobi, CPLEX, and open-source libraries such as PuLP and OR-Tools., Advanced knowledge in Operations Research, process optimization techniques, and mathematical programming., Skills in developing and implementing heuristics and meta-heuristics for complex combinatorial optimization problems., Proficiency in Python and/or C/C++, with experience deploying prescriptive models in production environments..

Key responsibilities:

  • Perform mathematical modeling and optimization using specialized software.
  • Use data visualization tools to present results effectively.
  • Collaborate with multidisciplinary teams to implement optimization solutions and translate business problems into mathematical models.

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Compass.uol XLarge
5001 - 10000 Employees
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Job description

JOB DESCRIPTION

.


RESPONSIBILITIES AND ASSIGNMENTS

  • Realizar modelagem matemática e otimização utilizando softwares;
  • Atuar com ferramentas de visualização de dados para apresentações de resultados;
  • Atuar em projetos multidisciplinares, com equipes de diferentes áreas para implementar soluções de otimização e traduzir problemas de negócio em modelos matemáticos;

    • REQUIREMENTS AND QUALIFICATIONS

      • Experiência em modelagem matemática e otimização exata utilizando softwares como Gurobi, CPLEX e XPress, bem como bibliotecas opensource como PuLP e ORTools;
      • Conhecimento avançado em Pesquisa Operacional, técnicas de otimização de processos e programação matemática;
      • Habilidades em desenvolvimento e implementação de heurísticas e metaheurísticas para solução de problemas complexos de otimização combinatória;
      • Experiência com Python eou CC++;
      • Proficiência em deploy de modelos prescritivos em ambientes de produção, incluindo containerização e integração contínua;
      • Conhecimento em técnicas de análise de dados, estatística e machine learning aplicadas à otimização de processos e previsão de demanda;
      • Familiaridade Git, debugging, testes unitários, validação e manutenção de código;
      • Habilidade em Matplotlib, Seaborn ou Plotly;
      • Desejável: Experiência em AIMMSXLLibrary, experiência com desenvolvimento equacionamento e procedures de cálculo de dados em AIMMS.




        • Não possui todos os requisitos para a vaga?


          Está tudo bem! Na Compass UOL, estimulamos o desenvolvimento contínuo de novos talentos e transformamos desafios em oportunidades.


          ADDITIONAL INFORMATION


          #remote

          remote


          DREAM BIG WHEN IT COMES TO TECHNOLOGY. BE A COMPASSER! 🚀

          Compass UOL is a global company that is part of AIR, which drives the transformation of organizations through Artificial Intelligence, Generative AI, and Digital Technologies.


          We design and build digitally native platforms using cuttingedge technologies to help companies innovate, transform businesses, and drive success in their markets. With a focus on attracting and developing the best talent, we create opportunities that improve lives and highlight the positive impact of disruptive technologies on society.


          Thats why our selection process goes beyond technical skills. Our goal is to find unique individuals with the potential to make an extraordinary impact on our clients.


          We empower talent without borders and promote knowledge and opportunities in the latest market trends, driving significant results.


          Join us and be part of the AIdriven digital revolution in the technology universe.


          HOW OUR SELECTION PROCESS WORKS

          1. ONLINE APPLICATION
          Choose the opportunity that best fits your goals. Remember: having a welldetailed profile with your experiences and knowledge can make all the difference!
          2. INTERVIEWS
          Learn about our culture and company! During interviews, be present and do your best to share your expertise in a chronological and structured way.
          3. EVALUATION
          Our tests and assessments focus on finding talent with the cultural and technical fit for the position applied for.
          4. FEEDBACK

          Wait for our response regardless of the result! We have Gupy platform feedback certification.

Required profile

Experience

Level of experience: Senior (5-10 years)
Spoken language(s):
Portuguese
Check out the description to know which languages are mandatory.

Hard Skills

C++ (Programming Language)Mathematical OptimizationPython (Programming Language)Mathematical ModelingHeuristic AnalysisContainerizationContinuous DeliveryUnit TestingProcess OptimizationMathematical ProgrammingMatplotlib (Python Package)Maintaining CodeEndodonticsMachine LearningPlotlyStatisticsDebuggingGurobiSeabornOperations ResearchXplenty (ETL Tools)Git (Version Control System)AnalyticsDemand Chain ManagementVerification And ValidationIdms
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