Industrial Systems ML Optimization Specialist

Avenga; Fatih; On-site; TRY 420,000 - 620,000; Full time

Job summary

Avenga seeks an Optimization ML Specialist to model and optimize complex industrial systems using sensor data and experiments. You will develop stochastic models, design and evaluate the models, and connect individual machine models to optimize entire processes.

Role focuses on translating physical processes into mathematical abstractions, leveraging ML frameworks, and collaborating with the team on architectural and engineering best practices.

Qualifications

• STEM degree in operations research, applied mathematics, or industrial process engineering.
• Strong programming experience with Python and C/C++.
• Experience in industrial optimization or related engineering fields.

Responsibilities

• Develop statistical and stochastic models of industrial systems from sensor data.
• Propose and evaluate optimization approaches for real-world industrial systems.
• Translate complex physical processes into mathematical/computational models.
• Collaborate on architectural decisions, code reviews, and engineering best practices.

Skills

Python

C/C++

Industrial optimization

Mathematical modeling

Education

STEM degree such as operations research, applied mathematics, or industrial process engineering

Tools

Vertex AI

OpenAI Platform

Anthropic Console

Job description

Avenga seeks an Optimization ML Specialist to model and optimize complex industrial systems using sensor data and experiments. You will develop stochastic models, design and evaluate the models, and connect individual machine models to optimize entire processes.

Role focuses on translating physical processes into mathematical abstractions, leveraging ML frameworks, and collaborating with the team on architectural and engineering best practices.