MLOps Architect
2 months ago
Build CI/CD pipelines orchestration by GitLab CI, GitHub Actions, Circle CI, Airflow or similar tools
Data science model review, run the code refactoring and optimization, containerization, deployment, versioning, and monitoring of its quality
Data science models testing, validation and tests automation
Communicate with a team of data scientists, data engineers and architect, document the processes
Your Background:Ability to design and implement cloud solutions and ability to build MLOps pipelines on cloud solutions (AWS, MS Azure or GCP)
Experience with MLOps Frameworks like Kubeflow, MLFlow, DataRobot, Airflow etc., experience with Docker and Kubernetes, OpenShift
Programming languages like Python, Go, Ruby or Bash, good understanding of Linux, knowledge of frameworks such as scikit-learn, Keras, PyTorch, Tensorflow, etc.
Ability to understand tools used by data scientist and experience with software development and test automation
Fluent in English, good communication skills and ability to work in a team
Desired Qualifications:Bachelor’s degree in Computer Science or Software Engineering
Experience in using AWS, MS Azure or GCP services.
Good to have any associate Cloud Certification
Why join us?You can grow at Aptiv.
Whether you are working towards a promotion, stepping into leadership, considering a lateral career move, or simply expanding your network – you can do it here. Aptiv provides an inclusive work environment where all individuals can grow and develop, regardless of gender, ethnicity or beliefs.You can have an impact
. Safety is a core Aptiv value; we want a safer world for us and our children, one with: Zero fatalities, Zero injuries, Zero accidents.You have support
. Our team is our most valuable asset. We ensure you have the resources and support you need to take care of your family and your physical and mental health with a competitive health insurance package.Your Benefits at Aptiv:Hybrid and flexible working hours;Higher Education Opportunities (UDACITY, UDEMY, COURSERA are available for your continuous growth and development);Life and accident insurance;Sodexo cards for food and beveragesWell Being Program that includes regular workshops and networking events;EAP Employee Assistance;Access to fitness clubs (T&C apply);Creche facility for working parents;
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