MLops Enginee
KeySkills
Company Name
Job Description
- Key Responsibilities:
- Design and implementmodel deployment,monitoring, andretraining pipelines.
- Build and maintainCI/CD/CT pipelinesfor ML workflows using tools likeMLFlow,Kubeflow,Airflow,GitHub Actions, andAWS CodePipeline.
- Develop and manageinference,monitoring, anddrift detection pipelines(data drift, model drift).
- Architect scalable and secureMLOps infrastructureusingKubernetes,AKS, andTerraform.
- Publish and manageREST APIsfor model inference usingFastAPI.
- Track experiments and model performance metrics.
- Collaborate with cross-functional teams to raise MLOps maturity across the organization.
- Conduct internal training and presentations on MLOps tools and best practices.
Required Skills & Technologies:- Cloud Platforms:AWS SageMaker, Azure ML Studio, GCP Vertex AI
- Big Data & Processing:PySpark, Azure Databricks
- MLOps Tools:MLFlow, Kubeflow, Airflow, GitHub Actions, AWS CodePipeline
- Infrastructure & Automation:Kubernetes, AKS, Terraform, FastAPI
- Programming Languages:Python (ML and automation), Bash, Unix CLI
Qualifications:- Bachelor's or Master's degree in Computer Science, Data Science, or related field.
- Proven experience in operationalizing ML models using MLOps frameworks.
- Strong understanding of ML/AI concepts and hands-on experience in model development.
- Experience with cloud-native development and container orchestration.
- Familiarity with agile methodologies and DevOps practices.
Preferred Qualifications:- Certification in AWS, Azure, or GCP.
- Experience with DataRobot, DKube, or similar platforms.
- Exposure to enterprise-level ML systems and governance.
Job Details
Experience :
6 To 12
Number Of
Vacancies :
10
Job Type :
Permanent
Industry Type : IT/Software
Salary
:
10 Lac - 17 Lac
P.A
Education Summary
UG :
BE/B.Tech
PG :
MCA
Contact Details
Contact
Person :
NA
Contact
Number :
4442096000
e-mailId :
baiju.bakthakumar@cognizant.com
Address :
Cognizant Technology Solutions India Ltd ,
2 nd floor, KCT tech park,
Thudiyalur - Saravanampatti Rd,
Saravanampatty, Coimbatore, Tamil Nadu.
Office Location
Central Jakarta No 1234, Jakarta, IndonesiaSoftware Development Engineer
Experience -
0 to 2
Technical Specialist-App Development
Experience -
3 to 5
Key Skills -
Java,
Java/J2EE,
Spring Boot,
REST APIs,
React JS,
JavaScript,
TypeScript,
HTML5,
CSS3,
Redux,
Flux,
RxJS,
DOM Manipulation,
ES6/ESNext,
Immutable.js,
Isomorphic React,
JSON Web Token (JWT),
Webpack,
Babel,
NPM,
Frontend Optimization,
Git,
SVN,
Mercurial,
MySQL,
Kubernetes,
Software Design,
Debugging,
SDLC,
Agile,
Estimation and Scheduling,
Stakeholder Management,
Problem Solving,
Team Collaboration,
Performance Tuning.,
Python Developer
Experience -
4 to 5
Key Skills -
Python,
Flask,
Django,
FastAPI,
REST API Development,
AI/ML Workflow Support,
Data Processing,
Debugging,
Unit Testing,
Integration Testing,
Code Optimization,
Performance Tuning,
SQL,
NoSQL,
Cloud Deployment (AWS/Azure/GCP),
CI/CD,
Git,
Linux/Unix Commands,
API Integration,
Problem Solving,
Documentation,
Collaboration,
Production Support.,
Cloud Engineer
Experience -
0 to 2
Key Skills -
Azure,
Google Cloud Platform (GCP),
Multi-cloud management,
Cloud operations,
L3/L4 support,
Windows server administration,
Linux server administration,
Cloud networking,
Virtual networks,
VNETs,
Subnets,
NSGs,
Firewalls,
VPN,
Routing policies,
Load balancers,
Automation scripting,
PowerShell,
Bash,
Ansible,
Terraform,
Server patching,
Performance tuning,
Monitoring tools,
Logging solutions,
Incident management,
Root cause analysis (RCA),
Configuration management,
Cloud security,
Troubleshooting,
Documentation,
Infrastructure management.,