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MLOPS Architect

AT Aptiv
Aptiv

MLOPS Architect

Bangalore, India

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

  • Develop and maintain a comprehensive MLOps architecture aligned with platform features and priorities
  • Research and provide recommendations for technical challenges, including proactive risk mitigation
  • Proactively suggest industry trends and take ownership of framing and solving technical challenges and blockers

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Infrastructure and Operationalization
  • Design, build, and manage infrastructure for ML workloads, optimizing for scale , performance and cost
  • Ensure scalability, reliability , performance, and high availability of the MLOps platform
  • Design deployment strategies and CI/CD pipelines
  • Develop change management processes for system updates
  • Define process improvements and help implement them

Platform Adoption and User Experience

  • Facilitate easy adoption of the platform by removing barriers and improving usability
  • Collaborate with implementation teams to ensure feasible architectural designs

Continuous Improvement and Innovation

  • Drive innovation in MLOps practices and tools
  • Reduce technical debt through architectural improvements
  • Ensure adherence to industry standards and regulatory requirements

Your Background

Key ingredients for succeeding in this role are your:

  • Advanced degree in Computer Science, Engineering, or related field
  • 10+ years of experience in software architecture, with a focus on ML/AI systems
  • Deep understanding of cloud platforms, DevOps practices, and ML workflows
  • Strong problem-solving and analytical skills
  • Excellent communication and stakeholder management abilities

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;

Apply today, and together let's change tomorrow!

#LI-NB1

From

Privacy Notice - Active Candidates: https://www.aptiv.com/privacy-notice-active-candidates

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.

Client-provided location(s): Bengaluru, Karnataka, India
Job ID: Aptiv-J000676928
Employment Type: Other

Perks and Benefits

  • Health and Wellness

    • Health Insurance
    • Dental Insurance
    • Vision Insurance
    • Pet Insurance
    • Life Insurance
    • Short-Term Disability
    • Long-Term Disability
    • FSA
    • FSA With Employer Contribution
    • HSA
    • HSA With Employer Contribution
    • Mental Health Benefits
  • Parental Benefits

    • Non-Birth Parent or Paternity Leave
    • Birth Parent or Maternity Leave
    • Fertility Benefits
    • Adoption Assistance Program
    • Family Support Resources
    • Adoption Leave
  • Work Flexibility

    • Flexible Work Hours
    • Remote Work Opportunities
    • Hybrid Work Opportunities
  • Office Life and Perks

    • Commuter Benefits Program
    • Casual Dress
    • On-Site Cafeteria
    • Holiday Events
  • Vacation and Time Off

    • Paid Vacation
    • Paid Holidays
    • Personal/Sick Days
  • Financial and Retirement

    • 401(K) With Company Matching
    • 401(K)
    • Performance Bonus
    • Relocation Assistance
    • Financial Counseling
  • Professional Development

    • Tuition Reimbursement
    • Learning and Development Stipend
    • Promote From Within
    • Mentor Program
    • Shadowing Opportunities
    • Access to Online Courses
    • Lunch and Learns
    • Internship Program
    • Work Visa Sponsorship
    • Leadership Training Program
    • Associate or Rotational Training Program
  • Diversity and Inclusion

    • Diversity, Equity, and Inclusion Program

Company Videos

Hear directly from employees about what it is like to work at Aptiv.