Data Scientist

4 weeks ago

Belfast, United Kingdom Napier AI Full time
Job Description

Napier AI is a cutting-edge financial crime compliance technology specialist. Our AI-enhanced platform, Napier Continuum, revolutionizes compliance from a legal obligation to a competitive edge.

At Napier AI, our mission is to combat financial crime through automation and AI. We believe that by automating the detection and prevention of financial crime, we can create a safer world for everyone.

Our culture is shaped by our core values, which promote equality, creativity, and opportunity in everything we do. We are currently building out our Tech Hub in Belfast, making it an exciting time to join Napier AI as we expand.

You will be an experienced data scientist with a STEM background who has created novel AI solutions to complex problems. You will have experience in Python development/prototyping, including pandas, numpy, sklearn, tensorflow, pytorch, pyspark, and have engaged with clients to understand their data and requirements.

You will have an in-depth understanding of machine learning (supervised and unsupervised learning, classification, clustering) and explainability techniques.

Key Responsibilities
  • Collaborate with clients to improve efficiencies in their compliance processes, reduce false positives and false negatives in their risk identification processes by analyzing their data and highlighting risks from automated analysis.
  • Build prototypes aimed at ingesting clients' data and running machine learning models.
  • Actively work with product and development teams to continuously build Napier AI's platform.
Requirements
  • Python experience (at least 5 years)
  • Understanding of the statistical underpinnings of data science
  • Experience in data analytics, manipulation, and transformation (e.g. pandas, pyspark, etc.)
  • Develop machine learning algorithms (supervised, unsupervised, clustering, etc.) to score data to identify patterns within an IDE
  • Ability to produce production-ready code deployed in containers (docker) in collaboration with a team
  • Experience with PostGreSQL and efficient computation
  • Experience in one or more of time series modeling, graph knowledge base models, named entity recognition, RAG
  • Ability to express complex ideas to a non-data audience
  • Knowledge and experience in Rust would be beneficial
  • Experience with Google Vertex would be beneficial
Why Napier AI?

Our people are our most valuable asset, as such, we offer the below benefits to all Naperians:

  • Group life assurance policy
  • Income protections policy
  • Access to our employee wellbeing programme
  • An extra day off to celebrate your birthday
  • Enhanced Maternity & Paternity leave
  • An open and flexible culture that allows you to work in the best way for you
  • Private health and dental insurance

We are compliance technology specialists. Our platform is founded on broad experience and deep expertise; and our products increase efficiency and minimize risk by successfully combining big data technologies with AI and machine learning. It all adds up to the world's first truly intelligent compliance platform.

But tech is only half the story. Our intelligent approach is applied to underpin your policy, process, and procedure, so you can focus on specific outcomes. The Napier platform is fast, scalable, and easily configurable, as well as user-friendly. It rapidly strengthens your AML defences and trade compliance capabilities, while meeting your company's compliance obligations and challenges in any sector.

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