Software Engineer - ML Ops DevOps
- Source: LinkedIn
- HARMAN India
- On-site
- Bengaluru
- Full-Time
- Mid level
Job Description
Introduction: A Career at HARMAN Automotive We’re a global, multi-disciplinary team that’s putting the innovative power of technology to work and transforming tomorrow. At HARMAN Automotive, we give you the keys to fast-track your career.
- Engineer audio systems and integrated technology platforms that augment the driving experience
- Combine ingenuity, in-depth research, and a spirit of collaboration with design and engineering excellence
- Advance in-vehicle infotainment, safety, efficiency, and enjoyment
About The Role We are seeking a highly skilled AI/ML + DevOps / MLOps Engineer to design, deploy, and manage scalable machine learning pipelines and cloud-native infrastructure. The role combines expertise in AI/ML workflows, DevOps practices, and cloud platforms to enable efficient model development, deployment, and lifecycle management in production environments.
What You Will Do
- Design and implement end-to-end MLOps pipelines for model development, training, deployment, and monitoring
-
Build and manage CI/CD pipelines using:
- GitLab CI
- Jenkins
-
Argo CD
-
Deploy and manage ML workloads on cloud platforms:
- AWS
-
Azure
-
Develop and maintain containerized applications using:
- Docker
-
Kubernetes
- Implement infrastructure automation using Terraform (IaC)
-
Enable scalable and reliable ML model deployment using:
- Kubernetes orchestration
-
Microservices architecture
-
Monitor ML models in production for:
- Performance
- Drift
-
Reliability
- Optimize deployment workflows and reduce latency for ML inference
-
Collaborate with:
- Data Scientists
- Software Engineers
-
DevOps teams to integrate ML models into production systems
-
Build automated pipelines for:
- Data ingestion
- Model training & validation
-
Versioning and deployment
- Ensure adherence to best practices in DevOps, security, and cloud governance
What You Need To Be Successful
-
3–6 years of experience in:
- AI/ML Engineering
-
DevOps / MLOps
-
Strong hands-on expertise in:
- CI/CD tools (GitLab CI, Jenkins, Argo CD)
- Cloud platforms (AWS / Azure)
-
Kubernetes and container orchestration
- Experience in Infrastructure as Code (Terraform)
-
Good understanding of:
- Machine Learning lifecycle
- Model deployment and monitoring
-
Data pipelines and automation
-
Strong programming/scripting skills in:
-
Python
-
Solid understanding of:
- Microservices architecture
-
Distributed systems
- Experience working in Agile environments
- Strong problem-solving and analytical skills
Bonus Points If You Have
-
Experience with:
- ML frameworks (TensorFlow, PyTorch, Scikit-learn)
-
MLOps tools (MLflow, Kubeflow, SageMaker)
-
Knowledge of:
- Data engineering pipelines
-
Streaming platforms (Kafka)
-
Experience with:
- Monitoring tools (Prometheus, Grafana)
-
Logging systems
- Exposure to automotive or embedded AI environments
What Makes You Eligible
-
Bachelor’s / Master’s degree in:
- Computer Science
- Data Science
-
Electronics / IT
-
Proven experience in:
- Cloud-native ML deployments
- CI/CD pipeline automation
- DevOps + AI/ML integration
What We Offer
- Competitive salary and benefits package
- Opportunities for professional growth and development
- Collaborative and dynamic work environment
- Access to cutting-edge technologies and tools
- Recognition and rewards for outstanding performance through BeBrilliant
- Chance to work with a renowned German OEM
Work from Office environment with in-person collaboration, with most office-based roles onsite Five days a week.
You Belong Here HARMAN is committed to making every employee feel welcomed, valued, and empowered. No matter what role you play, we encourage you to share your ideas, voice your distinct perspective, and bring your whole self with you – all within a support-minded culture that celebrates what makes each of us unique. We also recognize that learning is a lifelong pursuit and want you to flourish. We proudly offer added opportunities for training, development, and continuing education, further empowering you to live the career you want.
About HARMAN: Where Innovation Unleashes Next-Level Technology Ever since the 1920s, we’ve been amplifying the sense of sound. Today, that legacy endures, with integrated technology platforms that make the world smarter, safer, and more connected.
Across automotive, lifestyle, and digital transformation solutions, we create innovative techn…
Skills
- gitlab
- gitlab-ci
- Jenkins
- argo
- argo-cd
- amazon-web-services
- microsoft-azure
- Docker
- Kubernetes
- Terraform
- drift
- Python
- Tensorflow
- PyTorch
- Scikit-learn
- ml-flow
- mlflow
- kubeflow
- Kafka
- Prometheus
- Grafana
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