ELEKS is seeking an ML Engineer to join their Artificial Intelligence Office in Poland, Croatia, and Ukraine.
The project involves developing a cloud-based platform for the biopharmaceutical industry, allowing users to simulate and interact with digital twins of manufacturing processes.
The role requires getting insights into business problems and understanding the value of analytical models for customers.
Responsibilities include collecting, transforming, and preprocessing raw data for analysis, deriving descriptive statistics, building statistical and probabilistic models, and designing, developing, training, and testing machine learning and AI models.
The engineer will also provide comparative research on different algorithms, implement models for easy use by engineers, and ensure models are deployable and maintainable.
Requirements:
Candidates must have 5+ years of experience in Machine Learning.
Knowledge of JAX is a plus, with PyTorch as an alternative.
A strong understanding of Deep Learning is required.
Experience with optimization frameworks such as linear/nonlinear programming and reinforcement learning is necessary.
An educational background in Mathematics or Physics is preferable.
Research work or publications in the field would be a significant advantage.
An advanced level of English is required for this position.
Benefits:
The position offers close cooperation with customers, providing a collaborative work environment.
Employees will face challenging tasks that promote professional growth.
There are opportunities for competence development within a team of professionals.
The work environment is dynamic, characterized by a low level of bureaucracy.
