MLOps Architect

2 months ago

Bengaluru, India Aptiv Full time
Help shape the future of mobility.Imagine a world with zero vehicle accidents, zero vehicle emissions, and wireless vehicle connectivity all around us. Every day, we move closer to making that world a reality. Aptiv’s passionate team of engineers and developers creates advanced safety systems, high-performance electrification solutions and data connectivity solutions so that automakers can bring advanced capabilities to more people around the globe. This is how we enable sustainable mobility and help to prevent accidents caused by human error.Your Role:Architect, Design and implement cloud solutions, build MLOps on cloud (AWS, Azure, or GCP)

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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