Consultant Software Engineer -AIOps
- Societe Generale
- 5 - 9 years
- Bengaluru
- 3 months ago
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Job Description
Reference 250002NHResponsibilities
Key Responsibilities:
As a AI Ops Expert , Responsible and full ownership for the deliverables with greater defined quality standards with defined timeline and budget
Design, implement, and manage AIops solutions to automate and optimize AI/ML workflows
Collaborate with data scientists, engineers, and other stakeholders to ensure seamless integration of AI/ML models into production
Monitor and maintain the health and performance of AI/ML systems
Develop and maintain CI/CD pipelines for AI/ML models
Implement best practices for model versioning, testing, and deployment
Troubleshoot and resolve issues related to AI/ML infrastructure and workflows
Stay up-to-date with the latest AIops, MLOps, and Kubernetes tools and technologies
Required
Profile required
Requirements and skills
Bachelors or Masters degree in Computer Science, Software Engineering, or a related field
2-7 year of relevant experience
Proven experience in AIops, MLOps, or related fields
Strong proficiency in Python and experience with FastAPI
Strong handson expertise on Kubernetes (Or AKS)
Hands-on experience with MS Azure and its AI/ML services, including Azure ML Flow
Proficiency in using DevContainer for development
Knowledge of CI/CD tools such as Jenkins, GitHub Actions, or Azure DevOps
Experience with containerization and orchestration tools like Docker and Kubernetes
Strong problem-solving skills and the ability to work in a fast-paced environment
Excellent communication and collaboration skills
Preferred Skills:
Experience with machine learning frameworks such as TensorFlow, PyTorch, or scikit-learn
Familiarity with data engineering tools like Apache Kafka, Apache Spark, or similar
Knowledge of monitoring and logging tools such as Prometheus, Grafana, or ELK stack
Understanding of data versioning tools like DVC or MLflow
Experience with infrastructure as code (IaC) tools like Terraform or Ansible
Proficiency in Azure-specific tools and services, such as:
Azure Machine Learning (Azure ML)
Azure DevOps
Azure Kubernetes Service (AKS)
Azure Functions
Azure Logic Apps
Azure Data Factory
Azure Monitor and Application Insights
Why join us
We are committed to creating a diverse environment and are proud to be an equal opportunity employer
All qualified applicants receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status?
Business insight
At SocitGnrale, we are convinced that people are drivers of change, and that the world of tomorrow will be shaped by all their initiatives, from the smallest to the most ambitious
Whether youre joining us for a period of months, years or your entire career, together we can have a positive impact on the future
Creating, daring, innovating, and taking action are part of our DNA
If you too want to be directly involved, grow in a stimulating and caring environment, feel useful on a daily basis and develop or strengthen your expertise, you will feel right at home with us!
Still hesitating
You should know that our employees can dedicate several days per year to solidarity actions during their working hours, including sponsoring people struggling with their orientation or professional integration, participating in the financial education of young apprentices, and sharing their skills with charities
There are many ways to get involved
We are committed to support accelerating our Groups ESG strategy by implementing ESG principles in all our activities and policies
They are translated in our business activity (ESG assessment, reporting, project management or IT activities), our work environment and in our responsible practices for environment protection
Diversity and Inclusion
We are an equal opportunities employer and we are proud to make diversity a strength for our company
Societe Generale is committed to recognizing and promoting all talents, regardless of their beliefs, age, disability, parental status, ethnic origin, nationality, gender identity, sexual orientation, membership of a political, religious, trade union or minority organisation, or any other characteristic that could be subject to discrimination
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Engineering - Software & QARole Category: Software DevelopmentRole: Search EngineerEmployement Type: Full timeContact Details:
Company: Societe GeneraleLocation(s): Bengaluru+ View Contact
Keyskills: kubernetes scikit-learn aks jenkins microsoft azure communication skills ansible
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