Czech Republic Job Openings
Galytix
Sr. Machine Learning Engineer
Prague
August 14, 2024
BUSINESS OVERVIEW:
Galytix is a London-based software firm delivering a Data Operating System for Financial Institutions globally. Empowers influential decision makers with actionable insights by connecting the right data at the right time with the right knowledge and algorithms. The Platform leverages the power of generative artificial intelligence to ingests and structure data regardless of sources, automates manual processes, runs advanced analytics and machine learning models and spreads the insights across the organisation – in a World’s First Fully Integrated Solution.RESPONSIBILITIES:
As a machine learning engineer, you will need to:- Develop a state of the art data science and ML runtime stack in a multi-cloud environment.
- Lead on software engineering and software design for ML components.
- Understand and use computer science fundamentals, including data structures, algorithms, computability and complexity and computer architecture.
- Manage the infrastructure and pipelines needed to bring models and code into production.
- Demonstrate end-to-end understanding of applications (including, but not limited to, the machine learning algorithms) being created.
- Build algorithms based on statistical modelling procedures and build and maintain scalable machine learning solutions in production.
- Apply machine learning algorithms and libraries.
- Research and implement best practices to improve the existing machine learning infrastructure.
- Collaborate with data engineers, application programmers and data scientists.
DESIRED SKILLS:
- Qualification in a related field such as computer science, statistics, electrical engineering, mathematics or physical sciences.
- Self-starter with excellent communication/time management skills.
- Strong computer programming is a must, knowledge of Python, R and Java.
- Experience scaling machine learning on data and compute grids.
- Proficiency with K8n, Docker, Linux and cloud compute.
- Experience with Dask, Airflow and MLflow.
- MLOps, CI, Git and Agile processes.
WHY YOU DO NOT WANT TO MISS THIS CAREER OPPORTUNITY?
- We are a mission-driven firm that is revolutionising the Insurance and Banking industry. We are not aiming to incrementally push the current boundaries, we redefine them.
- Customer centric organisation with innovation at the core of everything we do.
- Work closely with senior leaders who have individually served several CEOs in Fortune 100 companies globally.
- Develop highly valued skills and build connections in the industry by working with top-tier Insurance and Banking clients on their mission-critical problems and deploying solutions integrated into their day-to-day workflows and processes.
- The team in Prague is a fast growing, highly diverse group of individuals who excel in their respective fields. We welcome new talent from all backgrounds.
- Take advantage of the unique learning and personal growth opportunity. We have formal training as well as informal knowledge-sharing sessions.
- Prague office is in the city centre of Prague and in a building which is an architectural Czech masterpiece combining a modern building and a historical baroque - renaissance palace. See the breathtaking view from our rooftop terrasse!
- We have a very friendly and welcoming team. We organise a number of casual activities and social events for the team to enjoy their time together.
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