London - Long Term Internship 2024 - Data & AI Lab

Key Skills

Aartificial intelligence, Analytical and Problem solving, Apache Hadoop, Big Data Technology, Deep Learning, Design, Machine learning techniques, MongoDB, Natural Language Processing (NLP), Natural Language Understanding-NLU, Oracle, Planning and organization, Python Programming, SPARK Programming, SQL

Job Description

What you will do

• Using the latest techniques of Machine and Deep Learning to build models for our trading and sales activity leveraging internal and external data to improve the service we give to Clients while managing tightly the risk associated to those products
• Build our next generation of Natural Language Understanding interface (Speech to Text and Chat to Systems) across all business lines
• Participate in the design and development of our core research projects such as unsupervised classification of the various market participants behaviour, sentiment analysis in chats or new and improvement of the market making in low or high frequency
• Be able to innovate freely, Introducing new techniques or technologies if needed

Technical skills required

• Strong education in Statistics, Maths or Computer Science (Master or PhD level): we are not just looking for people who know how to use machine learning techniques, but for people who understand how it works inside the black-box.
• Strong knowledge of Machine Learning techniques (classification, regression, natural language processing via standard statistical models or neural network)
• Good programming skills, preferably Python
• Good knowledge of Databases (SQL, Oracle, MongoDB…) and with dealing with Big Data environment (Hadoop, Spark)
• Relevant internships in industry applying Machine Learning techniques and successful participation to Kaggle challenges are a plus
• Delivery-driven mindset
• Strong interpersonal skills and proactive approach to problem solving
• Ability to work under pressure and multi-task
• Strong organisational skills
• Team Player

Conduct

• Be a role model, supporting and fostering a culture of good conduct
• Demonstrate proactivity, transparency, and accountability for identifying and managing conduct risks
• Consider the implications of your actions on colleagues

Duration: 6-11 months

Salary: Competitive

Location: London