AI/ML Data Engineer
1 tydzień temu
A rare opportunity has come up for an experienced AI/ML Data Engineer to join the amazing Data Science & AI Team in a fast-growing global investment company which recently opened its new office in Warsaw - the first in Poland
We are seeking a technically proficient, creative, and detail-oriented AI Data Engineer with thousands of structured and unstructured datasets being used daily in the company investment strategies. This role is crucial in helping portfolio managers find a competitive advantage.
You will work alongside data scientists and alt data SMEs to build advanced enrichment systems for the company's alternative datasets, drawing upon your passion for AI/ML to create high capacity, low latency systems that enable researchers and analysts to draw deeper insights across the universe of alternative data. From credit card, to clickstream, to point of sale, to geolocation and hundreds of proprietarily collected feeds, your work will be a direct input to the firm's investment decisions.
WHAT WE OFFER
- UoP
- hybrid work (3 days from the Warsaw office)
- yearly bonuses
- long-term collaboration
- possibility for personal and professional growth
YOUR ROLE
- Tool Development: Design, develop, and deploy AI/ML-driven tools and applications to extract unique metadata and create synthetic data for our investment researchers and quants.
- Process Improvements: Analyze existing processes and identify areas where AI/ML can be applied to improve accuracy, speed, and efficiency.
- Technology Infrastructure: Work with IT and data teams to build and maintain robust technology infrastructure that supports AI/ML initiatives.
- Performance Optimization: Continuously evaluate and refine models and algorithms to ensure optimal performance and alignment with business goals.
- Collaboration: Partner with portfolio managers, analysts, and other stakeholders to understand business needs and translate them into technical solutions.
- Research and Innovation: Stay abreast of the latest developments in AI/ML technologies and identify innovative approaches to enhance our competitive edge.
IF YOU ARE A PERSON WHO GAINED
- Bachelor's or master's degree in computer science, engineering, mathematics, or a related field, preferably within a tech company.
- 5 years of software development experience.
- Strong proficiency in Python (including pandas) and SQL/Database skills.
- Experience with web technologies (HTML/JS, APIs) and networking.
- Experience with AI/ML frameworks and libraries (e.g., TensorFlow, PyTorch, scikit-learn).
- Strong understanding of data structures, algorithms, and statistical methods.
- Familiarity and interest in the latest LLM technologies and libraries (e.g., Llama-index, Langchain, OpenAI API).
- Proficiency in Linux (Windows experience is a plus).
ADDITIONAL ATTRIBUTES FOR SUCCESS
- Experience designing infrastructure, data products, and tools for Data Scientists.
- Proficiency in containerizing workloads with Docker (Kubernetes experience is a plus).
- Experience with build automation tools (Jenkins, GitLab CI/CD).
- Familiarity with cloud technologies, particularly AWS, Azure, GCP.
- Familiarity working with Vector Databases and/or Knowledge Graphs preferred.
Mid-Senior level
Employment typeFull-time
Job functionEngineering and Business Development
IndustriesFinancial Services and Investment Banking
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