Artificial Intelligence and Machine Learning Engineer
Kpmg India Services Llp
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Artificial Intelligence and Machine Learning Engineer
Kpmg India Services Llp
Bengaluru/Bangalore
Not disclosed
Job Details
Job Description
AI/ML Engineer
Mandatory Skills
- Bachelor's or Master's degree in Computer Science, Engineering, or a related field with 7 to 9 years of practical experience.
- Proven experience as a DevOps Engineer or Software Engineer in an agile, cloud-based environment.
- Hands-on experience with cloud platforms (AWS, Azure, GCP) - AI/ML services experience preferred.
- Proficient in infrastructure automation tools such as Terraform, Helm Charts, Ansible, etc.
- Strong understanding of DevOps practices/tools, including CI/CD, Pipelines, GitHub Actions, and Infrastructure as Code.
- Basic scripting knowledge in Python, able to write automation scripts in Python and Groovy DSL.
- Experienced in managing the delivery of high-availability infrastructure to support mission-critical systems and services.
- Experience with source version control tools like Azure Repos and GitHub.
- Experience with containerization (Kubernetes, Docker) and orchestration.
- Strong knowledge of networking concepts (TCP/IP, VNet/Subnet, DNS, Load Balancers, Application Gateway, etc.) and security practices (VPN, Firewalls, encryption).
- Familiarity with databases and caching mechanisms used in our stack, such as PostgreSQL and Redis.
- Experience in handling complex IT infrastructure solution design and implementation.
- Excellent communication and interpersonal skills, effective problem-solving skills, logical thinking ability, and strong commitment to professional and client service excellence.
- Excellent teamwork skills and the ability to direct efforts of cross-functional teams for a collaborative proposition. — Strong synthesis and analytical skills.
Experience working in a consulting environment is an added advantage
- Design, implement, and maintain scalable and secure cloud infrastructure to support applications built on Django, Python, Node.js, and React.js
- Demonstrate advanced troubleshooting expertise in Azure and GCP cloud environments
- Possess in-depth knowledge of Azure and GCP troubleshooting methodologies, including:
- Advanced diagnostic techniques
- Performance analysis
- Root cause investigation
- Complex system issue resolution
- Demonstrate good knowledge of Helm and Kubernetes
- Maintain a solid understanding of Azure DevOps (ADO) tools, including boards, repos, pipelines, and artifacts.
- Collaborate with development teams to streamline CI/CD pipelines, enabling seamless code deployment and faster delivery cycles.
- Conduct comprehensive monitoring (Application Insights, Log Analytics, Grafana) and advanced troubleshooting of application performance and system reliability.
- Identify and resolve complex infrastructure and cloud-related issues across Azure and GCP platforms.
- Utilize Python and Groovy for advanced troubleshooting scripts and automation tasks.
- Develop and implement proactive monitoring and diagnostic strategies for cloud infrastructure.
- Work closely with security teams to ensure tool compliance and rapid issue resolution.
- Reduce system toil through intelligent troubleshooting and automation approaches.
- Bachelor's degree in Computer Science, Engineering, or a related field
- 3+ years of experience in DevOps role
- Excellent problem-solving skills
Experience Level
Senior LevelJob role
Work location
Bangalore, Karnataka, India
Department
Software Engineering
Role / Category
Data Science & Machine Learning
Employment type
Full Time
Shift
Day Shift
Job requirements
Experience
Min. 7 years
About company
Name
Kpmg India Services Llp
Job posted by Kpmg India Services Llp
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