AI Lead

About Citco

JOB DESCRIPTION

Citco is a global leader in fund services, corporate governance and related asset services with staff across 80 offices worldwide. With more than $1 trillion in assets under administration, we deliver end-to-end solutions and exceptional service to meet our clients’ needs.

For more information about Citco, please visit www.citco.com

About The Team & Business Line

Proprietary software solutions and innovation are at the core of what differentiates Citco in the alternative investment space. Through our network of global development centres, Citco invests heavily in technology development, security, and infrastructure to ensure our clients continue to receive award-winning products that underpin our commitment to service excellence.

As a core member of our Product Support team you will work with dedicated professionals to ensure our clients maintain access to their critical information assets while keeping Citco ahead of industry trends.

Your Role

You will be working in a cross-functional team, using agile methodologies to build cloud native applications for the financial services industry. You will contribute to CICD creating, configuring and deploying applications on the cloud.

• Participate and contribute on all team activities such as sprint planning, daily scrums and retrospectives
• Design, Analyze and Develop Machine Learning algorithms and deep learning applications that could be used to solve a given problem and ranking them by their success probability for Citco.
• Solve complex problems with multi-layered data sets, and optimize existing machine learning libraries, platforms and frameworks.
• Collaborate with data scientist, administrators, data analysts, data engineers, and architects on systems and applications.
• Identify differences in data distribution that could potentially affect model performance in applications we are building. This also includes data quality verification, data acquisition supervision, definition of validation strategies, preprocessing procedures, and data augmentation pipelines.
• Analyzing the errors of the model and designing strategies to overcome them
• Ensure algorithms generate accurate user recommendations
• Deploying models to production
• Document solutions and keep knowledgebase up-to-date to support efficiencies
• Actively seek out knowledge about new technologies and how they can be used to solve current and foreseeable challenges
• Developing DevOps Guru Pipelines is an asset
  
  

About You

• Bachelor’s degree in Engineering, Computer Science, or equivalent
• 5+ years of software engineering experience
• 2+ years of experience with Python
• 2+ years of experience with AWS
• Demonstrated experience using AI in code generation and the development process
• Experience using AI coding assistants (e.g., GitHub Copilot, ChatGPT) to enhance development efficiency and problem-solving capabilities
• 2+ experience in building Machine Learning models using sklearn , tensorflow or sagemaker.
• Proficiency with a deep learning framework such as TensorFlow or Keras
• Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas
• Expertise in visualizing and manipulating big datasets
• Proficiency with Spacy, OpenCV
• Experience with relational databases (ideally PostgreSQL or MySQL) or NoSql databases (ideally DynamoDB)
• Experience with Natural Language Processing services like Amazon Textract is a plus.
• Experience working on Agile teams
• Solid understanding and demonstrated proficiency with core software development processes - debugging, code tuning, code management and branching, coding styles and refactoring
• Must be self-motivated and driven, with strong analytical, problem solving, and communication skills
• Must be self-motivated and driven, with demonstrated knowledge and skills in: Creativity, technical analysis, problem solving, communication and client service
• Knowledge of financial industry is highly desirable
  
  

Our Benefits

Your well being is of paramount importance to us, and central to our success. We provide a range of benefits, training and education support, and flexible working arrangements to help you achieve success in your career while balancing personal needs. Ask us about specific benefits in your location.

We embrace diversity, prioritizing the hiring of people from diverse backgrounds. Our inclusive culture is a source of pride and strength, fostering innovation and mutual respect

Citco welcomes and encourages applications from people with disabilities. Accommodations are available upon request for candidates taking part in all aspects of the selection.