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Software Development
MID/SENIOR ML OPS ENGINEER
@Capco
[Hiring] MID/SENIOR ML OPS ENGINEER @Capco
Feb 19, 2025 - Capco is hiring a remote MID/SENIOR ML OPS ENGINEER. 💸 Salary: unspecified. 📍Location: Poland.
This description is a summary of our understanding of the job description. Click on 'Apply' button to find out more.
Role Description
As an ML Ops Engineer, you will be responsible for developing, deploying, and maintaining the infrastructure for Machine Learning to support Data Science and Machine Learning Teams. You will focus on automating modeling processes, monitoring models in production environments, and managing the full ML lifecycle.
- Design and develop pipelines for training and deploying ML models
- Automate and monitor ML processes, including version control and model updates
- Collaborate with Data Science and Data Engineering teams to integrate ML models into production environments
- Build and maintain systems for monitoring ML models to track performance and stability
- Optimize cloud infrastructure (GCP) for ML deployments
- Troubleshoot issues related to performance and availability of ML models in production
- Ensure CI/CD best practices for ML models
- Creation for Agents that will be sourcing data from various systems to RAGs utilized by our GenAI models
- Creation of data transfer pipeline
- Creation of microservices that will be synchronized to overall GenAI solutions
Qualifications
- University degree in computer science, mathematics, natural sciences, or similar field and relevant working experience
Requirements
- Experienced in Python and Unix/Linux environment on-premises
- Experience with time-series/analytics databases such as Elasticsearch
- Experience in Azure Cloud
- Experience in RESTful APIs using Python FastAPI
- Experience with Generative AI APIs
- Experience with building data models and data pipelines to source databases for Retrieval-Augmented Generation
- Experience in building microservices
- Experience with industry standard version control tools (Git, GitHub) and automated deployment tools (Ansible & Jenkins)
- Basic shell-scripting
- Understanding of big data modeling techniques using relational and non-relational techniques
- Needs to be a self-starter, proactive and with a team-focused attitude
- Willingness to learn and quick to adapt to changing requirements
- Experience and understanding of SDLC (Software Development Lifecycle)
Benefits
- Employment contract and/or Business to Business - whichever you prefer
- Possibility to work remotely
- Speaking English on a daily basis, mainly in contact with foreign stakeholders and peers
- Multiple employee benefits packages (MyBenefit Cafeteria, private medical care, life-insurance)
- Access to 3,000+ Business Courses Platform (Udemy)
- Access to required IT equipment
- Paid Referral Program
- Participation in charity events e.g. Szlachetna Paczka
- Ongoing learning opportunities to help you acquire new skills or deepen existing expertise
- Being part of the core squad focused on the growth of the Polish business unit
- A flat, non-hierarchical structure that will enable you to work with senior partners and directly with clients
- A work culture focused on innovation and creating lasting value for our clients and employees
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| 📍 | Be aware of the location restriction for this remote position: Poland |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. |
Back to Remote jobs >
Software Development
Software Development
|
Salary
💸
unspecified
|
Remote
Location
Poland
|
|
Job Type
full-time
|
Posted
Feb 19, 2025
|
️
| 📍 | Be aware of the location restriction for this remote position: Poland |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. |
