Senior Full Stack with Cloud and MLOps Expertise
Senior Full Stack with Cloud and MLOps Expertise2
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About the Job
Skills
Job Title: Senior Software Engineer (Full Stack with Cloud and MLOps Expertise)
Location: Bangalore (Hybrid - 2 Days a Week)
Experience: 5-8 years
Job Summary
We are seeking a skilled 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. This role involves collaborating with cross-functional teams to deliver high-quality, scalable, and secure software solutions.
Key Responsibilities
1. Full-Stack Development
- Build and maintain backend systems using Python and Java.
- Develop responsive and user-friendly interfaces using modern frontend 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 comprehensive technical documentation, including data flow diagrams and API specifications.
- Conduct code reviews and suggest optimizations for better performance and scalability.
3. MLOps Integration
- Collaborate with data scientists to implement and deploy machine learning models into production environments.
- Build and manage MLOps pipelines for model training, validation, monitoring, and deployment.
- Ensure fault tolerance and scalability of machine learning workflows and operations.
4. Cloud and DevOps
- Design and deploy applications on cloud platforms such as AWS or GCP.
- Implement and manage containerized solutions using Docker and Kubernetes orchestration tools.
- Set up and maintain CI/CD pipelines to automate deployments and streamline development processes.
5. Collaboration and Mentorship
- Work closely with product managers, designers, and other engineers to deliver end-to-end solutions.
- Mentor junior engineers, helping them grow technically and professionally.
- Stay updated on emerging technologies and bring innovative solutions to the team.
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 (e.g., EC2, S3, Lambda, GCP Compute Engine).
- MLOps Knowledge: Familiarity with tools like MLflow, Feast, Kubeflow, or other machine learning platforms.
- 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) and NoSQL databases (e.g., MongoDB, Cassandra).
- Version Control: Expertise with Git and collaboration workflows.
Preferred Qualifications
- Familiarity with Infrastructure-as-Code (IaC) tools like Terraform or CloudFormation.
- Experience in designing and implementing serverless applications.
- Certifications in cloud platforms (e.g., AWS Certified Developer, Google Cloud Professional Engineer).
About the company
Industry
IT Services and IT Consul...
Company Size
51-200 Employees
Headquarter
Chennai
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