Mlops Architect

1 week ago

Bengaluru, Karnataka, India Aptiv plc Full time
MLOps Architect

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:

  • Drive the development of an AI/ML platform that enables stakeholders to extract value from data and l ead development of features with crossfunctional teams with a high degree of autonomy.
  • Shorten development cycles for our software and AI/Client systems.
  • Build and maintain tools and infrastructure for efficient software and AI/Client development.
  • Help us build and automate our AI/Client workstream from data analysis, experimentation, operationalization, model training, model tuning to visualization.
  • Improve and maintain our automated CI/CD pipeline.
  • Increase our deployment velocity, including the process for deploying models and data pipelines into production.
  • Improve the creation of dependable releases.
  • Build and maintain infrastructure as code ( IaC ) in the cloud, that can scale when needed.
  • Build and maintain data pipelines for analytics, model evaluation and training (includes versioning, compliance and validation).
Your Background

Proven programming/scripting skills with multiple programming languages including Python, Scala, Go, C++/Java and similar.

  • Bash scripting and Unix skills are must.
  • Experience with DevOps tools such as Jenkins, GitLab, Docker, Kubernetes.
  • Experience with database systems including Postgres, MongoDB, DynamoDB.
  • 5+ years ' experience in cloud infrastructure such as AWS, GCP or Azure.
  • Familiar with tools such as Apache Airflow, DVC, MLFlow etc.
  • Strong experience with an infrastructureascode tool (e. g. Terraform, Ansible, Chef, etc ).
  • Excellent software design, problem solving and debugging skills.
  • Strong interpersonal skills; able to work independently as well as in a team.
  • Certifications Preferred: Certification from any of the three major cloud platforms (AWS / Azure / GCP) in Cloud Architecture / Engineering / DevOps.
  • You love to architect and build infrastructure in the cloud.
  • You are serviceoriented and help the engineering team to develop, deploy and maintain our products with ease.
  • You believe in continuous learning, sharing best practices, encouraging and elevating less experienced colleagues as they learn.
  • You have a strong commitment to development best practices and code reviews.
  • Ability to take on substantial responsibilities from the first day and the opportunity to directly shape our full CI/CD+ infrastructure.
Why join us?

  • You can grow at Aptiv.
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. 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 beverages
  • Well Being Program that includes regular workshops and networking events;
  • EAP Employee Assistance;
  • Access to fitness clubs (T&C apply);
  • Creche facility for working parents;

INDIN
Aptiv is an equal employment opportunity employer.

All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, gender identity, sexual orientation, disability status, protected veteran status or any other characteristic protected by law.

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