ML Architect (f/m/d)
Barcelona, ES
hace 4 días

About Mindcurv

We help our customers rethink their digital business, experiences, and technology to navigate the new digital reality. We do this by designing sustainable and accountable solutions for humans living in a digital world.

Mindcurv holistically covers the market'™s need to digitalise business processes and customer experiences and take advantage of the cloud following DevOps / MLOps and agile principles.

Your role

Onsite you will work closely with client teams and internal colleagues across functional roles to understand requirements and make project decisions in line with those requirements.

Your responsibilities will include :

  • Analyze the Business requirement and related data to translate it to the best fit Architecture for operating an Analytics platform
  • Evaluate and recommend the optimal application / services for the Machine Learning Technology Platform
  • Define, design, select and implement fit for purpose Machine Learning Operations (MLOps)
  • Create detailed architecture and process for operationalizing the models
  • Create architecture for the continuous delivery (CI / CD) pipeline to fully automate the deployment and maintenance of ML workloads
  • Define the model management system, technologies, and processes to manage model development, training, and deployment
  • Establish the Org structure with roles identified and RACI assigned to effectively run MLOps
  • Who you are

  • Experience in the tasks mentioned above
  • Previous experience architecting and developing machine learning platforms
  • Proficient knowledge working in Big Data based technology platforms that delivers machine learning capabilities. Experience with Kubernetes, Docker technology, micro services and git
  • Previous experience in data architecture domain
  • Experience building scalable ML systems
  • ML Workflow Automation with KubeFlow
  • Knowledge in Deep Learning libraries
  • Continuous Delivery orchestration for Machine Learning
  • Experience with configuration management tools including Ansible
  • Experience with Big Data technologies
  • Strong programming skills (e.g. with Java, Python, R)
  • Knowledge in design of RESTful APIs, Microservices
  • Knowledge in Continuous Testing practices as well as CI
  • Experience in defining, deploying, and scaling APIs
  • Deep understanding of databases, cloud systems, networking, infrastructure
  • Bluemix or Cloud Foundry knowledge is a plus
  • Business level Spanish and English skills
  • Why join Mindcurv?

    We believe that the most important aspect of a job is being excited about it, having growth opportunities and working in a team you really like.

    We’re always on the lookout for people who know their stuff and want to collaborate on tomorrow’s digital solutions. Our workplaces feel good, because they’re filled with good people.

    Join a collaborative environment and work with the latest technologies. We’ll grow your career and provide a great workplace with flexible hours.

    If you agree with our philosophy and share our values, we are looking forward to meeting you as soon as possible!

    Powered by JazzHR

    Reportar esta oferta

    Thank you for reporting this job!

    Your feedback will help us improve the quality of our services.

    Mi Correo Electrónico
    Al hacer clic en la opción "Continuar", doy mi consentimiento para que neuvoo procese mis datos de conformidad con lo establecido en su Política de privacidad . Puedo darme de baja o retirar mi autorización en cualquier momento.
    Formulario de postulación