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Senior ML Ops Engineer
Aptiv
posted 1mon ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
Senior MLOps Engineer :
Help shape the future of mobility.
Your Role:
Cloud Solutions Design and Implementation: - Develop and implement robust cloud solutions for ML applications, including Gen AI, utilizing AWS, Azure, or GCP.
- Build MLOps pipelines on both cloud and on-premise solutions.
- Design and manage CI/CD pipelines using GitLab CI, GitHub Actions, Circle CI, Airflow, or similar tools.
- Construct efficient data pipelines for both streaming and batch data.
- Establish and maintain data lakes and feature stores.
- Review data science models and execute code refactoring, optimization, containerization, deployment, versioning, and continuous monitoring.
- Conduct testing, validation, and automation of data science models.
- Work closely with a multidisciplinary team of data scientists, data engineers, and architects.
- Document and communicate processes effectively.
Your Background:
- Bachelor s degree + 5 years or Masters degree + 3 years of relevant experience or PhD degree in computer science, electrical engineering, or related field.
- #EXP[7-15
- Practical experience with setting up and managing ML training and data pipelines in production.
- Solid knowledge in at least a few of the following tools: Docker, Kubernetes, Kubeflow, Airflow, Mesos, SLURM, MLFlow, Metaflow.
- Experience with data versioning tools like DVC.
- Familiarity with Infrastructure as Code (IaC) to define and deploy infrastructure.Strong software development skills in Python.
Preferred Qualifications:
- Practical experience with Linux, version control systems (Git), build systems (Make, CMake, Autotools), and code review tools (Gerrit, Gitlab, Bitbucket).
- Knowledge in C/C++, JavaScript.
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 (TC apply);
- Creche facility for working parents;
Apply today, and together let s change tomorrow!
#LI-NB1
Employment Type: Full Time, Permanent
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What people at Aptiv are saying
What Aptiv employees are saying about work life
based on 784 employees
Flexible timing
Monday to Friday
No travel
Day Shift
Aptiv Benefits
Submitted by Company
Work for a team that believes in continuous learning Join a team that envisions a safer future Work on next-gen technologies Join an organization that cares We are an Inclusive and Diverse workplace
Submitted by Employees
Health Insurance 
Free Transport 
Job Training 
Work From Home 
Soft Skill Training 
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