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Ml Ops Cloud Architect

4 months ago

Bengaluru Karnataka, India Aptiv plc Full time

**Job Description**:
**MLOps Cloud 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 lead development of features with cross-functional 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.
- Design cloud architecture, preferably on AWS, Azure, or multi-cloud, and hybrid architecture for the MLOps implementation, enabling seamless scalability and flexibility.
- Develop data taxonomy and data pipeline designs to ensure efficient data management, processing, and utilization across the AI/ML platform.
- Build and automate our AI/Client workstream from data analysis, experimentation, operationalization, model training, model tuning to visualization.
- Push for continuous improvements in processes to enhance the agility of the cloud environment while adhering to cybersecurity policies and best practices.
- Work closely with the Security team to ensure that all cloud infrastructure implementations meet or exceed cybersecurity requirements and standards.
- Conduct regular audits and assessments to identify areas for optimization and enhancement in cloud architecture and infrastructure.
- Improve and maintain our MLOps pipeline.
- Increase our deployment velocity, including the process for deploying models and data pipelines into production.

**Your Background**
- 10+ years of experience in MLOps Architecture
- #EXP[10-18]
- 5+ years’ experience in cloud infrastructure such as AWS, GCP, or Azure, with a focus on designing and implementing scalable, secure, and cost-effective solutions.
- 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.

**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;

LI-NB1

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.