Job description
ELEKS Artificial Intelligence Office is looking for an ML Engineer in Poland, Croatia and Ukraine.
ABOUT PROJECT
Our client is a German company in the biopharmaceutical industry. We’re developing a cloud-based platform for the biopharma industry that enables users to simulate and interact with digital twins of manufacturing processes.
REQUIREMENTS
- 5+ years of experience in Machine Learning
- JAX is a plus (PyTorch as an alternative)
- Strong knowledge of Deep Learning
- Experience with optimization frameworks: linear/nonlinear programming, reinforcement learning, etc
- Educational background in Mathematics or Physics is preferable
- Research work/publications would be a great plus
- Advanced level of English
RESPONSIBILITIES
- Getting insight into business problem, understanding the opportunity and value of analytical models for the customer
- Collecting, transforming and preprocessing raw data to prepare it for analysis
- Deriving descriptive statistics out of the preprocessed data
- Building statistical and probabilistic models
- Designing, developing, training and testing data mining, machine learning and artificial intelligence models and algorithms
- Providing comparative research on different algorithms and models
- Implementing the model in a form that can be easily used by engineers, documenting its interfaces
- Delivering the model in a form that can be easily deployable and maintained
WHAT YOU WILL GET WITH ELEKS
- Close cooperation with a customer
- Challenging tasks
- Competence development
- Team of professionals
- Dynamic environment with low level of bureaucracy
