12 days ago
MLOps Engineer AWS
NTT DATA Europe & Latam
On Site
Full Time
$100,000
Cluj-Napoca, Cluj, Romania
Job Overview
Job TitleMLOps Engineer AWS
Job TypeFull Time
Offered Salary$100,000
LocationCluj-Napoca, Cluj, Romania
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Job Description
MLOps Engineer AWS
We're seeking a skilled MLOps Engineer with AWS expertise to bridge the gap between data science and production environments. The ideal candidate will streamline machine learning workflows and ensure the seamless deployment and monitoring of ML models on AWS infrastructure.
Responsibilities:
- Design and implement ML pipelines for model training, testing, and deployment on AWS.
- Automate ML workflows using CI/CD practices.
- Optimize model performance and scalability in production.
- Implement monitoring and logging for ML systems.
- Implement and manage model versioning and experiment tracking.
- Optimize cost and resource utilization for ML workloads in AWS.
- Collaborate with data scientists and data engineers.
- Ensure compliance with data privacy and security regulations.
Qualifications:
- University Degree in Computer Science or a related field.
- Minimum of 3-5 years of experience in a similar role.
- Scripting in Python or other similar languages.
- Experience with containerization (Docker).
- Knowledge of AWS services including AWS Step Functions, Amazon DynamoDB, Lambda, CloudWatch, S3.
- Experience with IoC using Terraform.
- Experience with GitHub Actions for CI/CD.
- Experience with version control (Git).
- Understanding of data engineering concepts.
- Excellent communication skills and strong attention to detail.
- Excellent English verbal and written skills.
- German communication skills are a plus.
What we offer:
- Challenging projects shaping the future of mobility.
- Great team spirit in an international team.
- State-of-the-art global IT landscape and processes.
- 100% implementation of the Agile Working Model methodology.
- Wide range of personal & professional development opportunities.
- High level of job security.
- Work-Life-Balance and flexible working hours.
- Attractive and performance-related remuneration.
- Dynamic and highly-motivating work environment.
At BMW TechWorks Romania, we value diversity and inclusion as a cornerstone of our team's strength. Equal opportunities and fair treatment are fundamental principles.
Key skills/competency
- MLOps Engineer
- AWS
- Machine Learning Pipelines
- CI/CD
- Docker
- Terraform
- Python
- Git
- Data Engineering
- Cloud Computing
How to Get Hired at NTT DATA Europe & Latam
- Tailor your resume: Highlight AWS MLOps experience, Python scripting, Docker, and CI/CD tools like GitHub Actions.
- Showcase AWS expertise: Detail your familiarity with AWS Step Functions, DynamoDB, Lambda, CloudWatch, and S3.
- Quantify achievements: Provide examples of how you've optimized ML performance, scalability, and cost.
- Demonstrate collaboration: Emphasize your ability to work with data scientists and data engineers.
- Prepare for technical questions: Be ready to discuss ML pipelines, automation, monitoring, and version control.
Frequently Asked Questions
Find answers to common questions about this job opportunity
01What are the key AWS services for this MLOps Engineer role at NTT DATA?
02How important is Python scripting for the MLOps Engineer position?
03What is the expected experience level for the MLOps Engineer role?
04Does NTT DATA offer opportunities for professional development for MLOps Engineers?
05What is the work arrangement for the MLOps Engineer position?
06How does NTT DATA approach diversity and inclusion in hiring?
07What are the benefits of working as an MLOps Engineer at NTT DATA?
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