Role Objective:Our partner is producing an incredible amount of data by interpreting the data that flows through the heart of Telcom operators. With this project, we want to help operators gain valuable insights about their network and promote network improvement automation using advanced AI and ML methods for real-time Anomaly Detection, Root Cause Analysis and automated resolution for corrective actions.Some of the (cool) technologies that we’re working with and some of which are on our pipeline:Python, Machine Learning and Anomaly Detection packages, distributed work frameworksSQL Databases (mainly Vertica), MongoDBDockerfiles, Kubernetes (including kubeadm, kubespray), Helm charts, HelmfileData visualization, Grafana & other BI tools, Prometheus, AlertManagerMQ (RabbitMQ), Caching and workers coordination (Redis)GitOps, Infrastructure as Code, Jenkins XVMs, OpenStackWe’re looking for agile persons that are smart and able to learn fast.Requirements:Must Have:Flexibility, we are an agile team and we’re not afraid of fixing DevOps/GitOps/Infrastructure/OS/you-name-it issuesPython, venvs, requirements.txt/conda, our code is written in Python. Some of the packages we rely on are numpy, pandas, sqlalchemy, celery, pymongo, redisSQL knowledge, we store data in SQL databasesUnderstanding of Machine Learning concepts. We’re not doing pure research but we want you to be able to understand from a high level how some algorithms and approaches workREST APIs/OpenAPI/Swagger, with so many microservices, you’ll need to able to interact with themFair knowledge of containers (Docker, Dockerfile) and Kubernetes, they are everywhere these daysNice to Have:Kubernetes, Helm, be able to deploy a helm chart, debug containersBasic knowledge of Grafana, how to make dashboards, view timeseries dataCode performance oriented – early optimization is the root of all evil however we keep an eye on itVisual Studio Code IDE fanPrometheus & friendsReasons to Work with Us:Motivating financial conditionsInternational projects with worldwide recognitionA good work-life balance with flexible schedule and work from home / remote as much as possibleExciting new career in a friendly, dynamic, growing organizationProfessional development in a friendly multicultural environmentPrivate medical subscription @ Medlife or Regina MariaWellbeing Programs (sick days, 7Card, relaxation facilities in the office)Team buildings & other social experiencesReferral bonuses
Python Developer with ML in Bucuresti
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