Senior Software Developer

at  Intercontinental Exchange Holdings Inc

Job Description:

KNOWLEDGE AND EXPERIENCE

• 4+ years of experience as a Machine Learning Engineer or Data Scientist
• Understanding of data structures, data modeling and software architecture
• Skilled in using big data frameworks such as Spark
• Experience with AWS or other cloud-based services
• As a plus understanding how distributed systems are developed, including containerization and cloud-based orchestration.
• Strong experience in NLP or Computer Vision
• Deep knowledge of math, probability, statistics and algorithms
• Ability to write robust code in Python (Knowledge of Java is a plus)
• Familiarity with machine learning frameworks (like TensorFlow or PyTorch) and libraries (like scikit-learn, OpenCV transformers, Pandas)
• Good communication skills
• Ability to work in a team
• High analytical and problem-solving skills

JOB PURPOSE

We are looking for a Machine Learning (ML) Engineer to help us create artificial intelligence products.
Machine Learning Engineer responsibilities include creating machine learning models and retraining systems. To do this job successfully, you need exceptional skills in statistics and programming.

RESPONSIBILITIES

• Study and transform data science prototypes
• Design machine learning systems
• Research and implement appropriate ML algorithms and tools
• Develop machine learning applications according to requirements
• Select appropriate datasets and data representation methods
• Run machine learning tests and experiments
• Perform statistical analysis and fine-tuning using test results
• Train and retrain systems when necessary
• Extend existing ML libraries and frameworks