Machine Learning Engineer

1 miesiąc temu

Warsaw, Polska ITDS Pełny etat

Join us, and work alongside brilliant minds in a supportive environment

Krakow-based opportunity with the possibility to work 90% remotely

As a  Machine Learning Engineer,  you will be working for our client in the field of financial services. The Client’s Surveillance IT team is responsible for the software and hardware supporting primary Trade, eComms, Voice, and Unauthorized Trading applications. Internal users from the Regulatory Compliance function rely on this team for surveillance techniques, alert monitoring, and subsequent investigations into suspicious activity.

Your main responsibilities:
Deploying and managing machine learning models using Google Cloud’s Vertex AI
Collaborating with data engineering and software development teams to ensure efficient data processing and analytics systems in production environments
Developing and maintaining automated pipelines for model training, testing, and deployment
Implementing version control (Git) and CI/CD processes for machine learning models
Collaborating with DevOps teams to ensure scalability and reliability of machine learning infrastructure
Optimizing and monitoring model performance in production

You’re ideal for this role if you have:
Experience deploying and managing machine learning models in a production environment
Career background in technology with 10+ years of experience in object-oriented software development of which 3+ years of practical data science role experience
Strong Python skills and with practical knowledge of relevant libraries (TensorFlow, Pandas, NumPy, scikit-learn, PySpark)
Strong GCP experience
Experience with UNIX-based systems and Bash scripting
Strong collaboration skills to work effectively with cross-functional teams
Familiarity with CI/CD processes for machine learning (Jenkins, Ansible)
Understanding of infrastructure scalability and reliability
Ability to troubleshoot and monitor model performance
Attention to detail in documentation
Fluent English

It is a strong plus if you have:
Knowledge of financial services compliance and surveillance techniques
Working Vertex AI knowledge
Background in DevOps practices
Understanding of security and compliance requirements
Familiarity with CNCF & ELK monitoring stack

We offer you:

ITDS Business Consultants is involved in many various, innovative and professional IT projects for international companies in the financial industry in Europe. We offer an environment for professional, ambitious, and driven people. The offer includes:
Stable and long-term cooperation with very good conditions
Enhance your skills and develop your expertise in the financial industry
Work on the most strategic projects available in the market
Define your career roadmap and develop yourself in the best and fastest possible way by delivering strategic projects for different clients of ITDS over several years
Participate in Social Events, training, and work in an international environment
Access to attractive Medical Package
Access to Multisport Program

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