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TransUnion

Sr Developer, MLOPs

Posted 4 Hours Ago
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Hybrid
Bengaluru, Bengaluru Urban, Karnataka
Senior level
Hybrid
Bengaluru, Bengaluru Urban, Karnataka
Senior level
The Sr Developer, MLOPs will build backend systems with Python and Java, develop front-end interfaces, design systems, integrate MLOps pipelines, and manage deployments on cloud platforms.
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What We'll Bring:

Senior Software Engineer with expertise in full-stack development, system design, and cloud technologies. The ideal candidate will have strong programming skills in Python, Java, and modern UI frameworks, along with hands-on experience in MLOps pipelines, distributed system design, and cloud platforms.

What You'll Bring:

Key Responsibilities

1. Full-Stack Development

• Build and maintain backend systems using Python and Java.

• Development experience in building responsive and user-friendly interfaces using frameworks like React.js, Angular, or Vue.js.

• Ensure performance, scalability, and security in all software components.

2. System Design and Architecture

• Design modular, scalable, and efficient system architectures.

• Create technical documentation, including data flow diagrams and API specifications.

• Conduct code reviews and suggest optimizations for better performance.

3. MLOps Integration

• Work closely with data scientists to implement and deploy machine learning models into production.

• Build and manage MLOps pipelines for model training, validation, and monitoring.

• Ensure fault tolerance and scalability of ML workflows.

4. Cloud and DevOps

• Design and deploy applications on cloud platforms such as GCP.

• Implement and manage containerized solutions using Docker and orchestration tools like Kubernetes.

• Set up and maintain CI/CD pipelines to automate deployments.

Impact You'll Make:

Required Skills and Qualifications
• Programming Languages: Proficiency in Python and Java for backend development.
• Frontend Development: Hands-on experience with modern UI frameworks (e.g., React.js, Angular, Vue.js).
• System Design: Strong understanding of microservices, distributed systems, and RESTful APIs.
• Cloud Expertise: Experience with AWS or GCP services.
• MLOps Knowledge: Familiarity with tools like MLflow, Feast.
• DevOps Skills: Proficiency in CI/CD tools (e.g., Jenkins, GitLab CI/CD) and container orchestration (e.g., Kubernetes).
• Databases: Experience with SQL (e.g., PostgreSQL, MySQL).
• Version Control: Expertise with Git and collaboration workflows.

This is a hybrid position and involves regular performance of job responsibilities virtually as well as in-person at an assigned TU office location for a minimum of two days a week.

TransUnion Job Title

Sr Developer, Applications Development

Top Skills

Angular
Docker
Feast
GCP
Gitlab Ci/Cd
Java
Jenkins
Kubernetes
Mlflow
MySQL
Postgres
Python
React
SQL
Vue

TransUnion Mumbai, Maharashtra, IND Office

One Indiabulls, 7th floor, Mumbai, India, 400013

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