Add office photos
Genpact
CompareProud winner of ABECA 2024 - AmbitionBox Employee Choice Awards
All Filters
2534 Genpact Jobs
Principal Consultant - MLOps
Genpact
posted 1mon ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
- Infrastructure Design and Implementation :
- Design and build scalable infrastructure for deploying and managing machine learning models in production environments.
- Implement CI/CD pipelines to automate model deployment and updates.
- Automation and Optimization :
- Develop automation scripts and tools to streamline the ML pipeline, improving efficiency and reducing manual intervention.
- Optimize models for performance, scalability, and cost-effectiveness.
- Collaboration and Support :
- Collaborate with cross-functional teams to understand model requirements and provide infrastructure support.
- Work closely with data scientists and software engineers to ensure smooth integration of ML models into production systems.
- Monitoring and Maintenance :
- Implement monitoring and alerting systems to track the performance and health of deployed models.
- Troubleshoot issues and perform root cause analysis to ensure the reliability and availability of ML systems.
- Security and Compliance :
- Ensure the security and compliance of ML systems, including data privacy and protection measures.
- Stay informed about industry best practices and standards in ML Ops security.
- Documentation and Training :
- Document infrastructure, processes, and procedures to facilitate knowledge sharing and ensure reproducibility.
- Provide training and support to stakeholders on ML Ops best practices and tools.
- Bachelor s degree in Computer Science, Engineering, or a related field.
- Strong programming skills in languages such as Python, Java, or Scala.
- Experience with cloud platforms such as AWS, Azure, or GCP.
- Proficiency in containerization technologies like Docker and Kubernetes.
- Knowledge of machine learning concepts and frameworks (e.g., TensorFlow, PyTorch).
- Experience with CI/CD tools (e.g., Jenkins, GitLab CI) and infrastructure-as-code (e.g., Terraform).
- Excellent problem-solving and analytical skills.
- Strong communication and collaboration abilities.
- Excellent analytical and problem-solving skills, with the ability to translate complex business requirements into practical AI solutions.
- Effective communication and presentation skills, with the ability to articulate technical concepts to non-technical audiences.
- Proven ability to work effectively in cross-functional teams and collaborate with diverse stakeholders.
Employment Type: Full Time, Permanent
Read full job descriptionGenpact Interview Questions & Tips
Prepare for Genpact Principal Consultant roles with real interview advice
Top Genpact Principal Consultant Interview Questions
What people at Genpact are saying
Rating based on 165 Principal Consultant
reviews
Anonymous · Technology / IT
in Gurgaon / Gurugram
Nothing
At Genpact, there is a policy employee are put on bench if there are no project available.if an employee is not allocated in any of the project with in three months they are asked to leave the company.Genpact does not consider how employees will survive or handles there family needs during this period and they do not inform employees about this policy at the time of joining.
Read 165 reviewsPrincipal Consultant salary at Genpact
What Genpact employees are saying about work life
Genpact Benefits
View more benefits
Compare Genpact with
Accenture
Capgemini
TCS
Cognizant
Wipro
Infosys
Tech Mahindra
EXL Service
Deloitte
HCLTech
IBM
DXC Technology
NTT Data Information Processing Services
Sutherland Global Services
HCL Group
Virtusa Consulting Services
CGI Group
GlobalLogic
Eviden
UST
Similar Jobs for you
Genpact Hyderabad / Secunderabad Office Locations
500019
500088
Genpact Walkin Drive For Chat Support on 11th January || Gurgaon
1-5 Yrs
Gurgaon / Gurugram
Oracle Scm Functional Consultant
4-9 Yrs
₹ 11 - 17L/yr
Noida, Hyderabad / Secunderabad, Bangalore / Bengaluru
Oracle Financial Functional Consultant
4-9 Yrs
Noida, Hyderabad / Secunderabad, Bangalore / Bengaluru
Oracle Apps Technical
4-9 Yrs
Noida, Hyderabad / Secunderabad, Bangalore / Bengaluru
Genpact Walk-In Drive For Content Moderation- Hindi- venue: Jamshedpur
0-1 Yrs
Hyderabad / Secunderabad
Genpact Walk-In Drive For Content Moderation- Hindi- venue: Patna
0-1 Yrs
Hyderabad / Secunderabad
