Istanbul, Izmir
Optimization ML Specialist
The place where impact matters
This is us
At Avenga, we believe that human creativity empowers technology that matters. Operating globally, our 6000+ specialists provide a full spectrum of services, including business and tech advisory, enterprise solutions, CX, UX and Ul design, managed services, product development, and software development.
This is the job
We are looking for an
Optimization ML Specialist to join our client's team focused on modeling and optimizing complex industrial systems.
As the team dives deeper into modeling industrial systems, we need someone who can help create statistical models of individual machine behaviors based on sensor data and experimentation. The eventual goal is to link these models together to allow optimization of whole industrial systems.
You will develop stochastic modeling and optimization approaches for real-world industrial systems, design and evaluate models, and help translate complex physical processes into mathematical or computational abstractions.
This is you
- Possessing experience or a degree in a STEM field such as operations research, applied mathematics, or industrial process engineering with a strong interest in machine learning.
- Strong experience with one or more general-purpose programming languages such as Python, C/C++.
- Experience in industrial optimization, as in industrial engineering, chemical engineering, or system engineering is desired.
- Experience in scientific computing or building in-silico models for complex physical or industrial systems.
- Ability to translate complex physical processes into mathematical or computational abstractions.
Nice-to-have Skills:
- Proficiency in machine learning, operations research, or high-performance computing frameworks and libraries.
- A deep understanding of stochastic modeling or combinatorial optimization methods.
- Familiarity with machine learning data science tools (e.g., Vertex AI, OpenAI Platform, or Anthropic Console).
- Familiarity with Bayesian optimization and stochastic processes.
- Understanding of simulation techniques (e.g., discrete event simulation, agent-based modeling, or Markov Chain modeling).
This is your role
- Help develop statistical models of industrial systems based on sensor data and experimentation.
- Propose optimization techniques — create stochastic modeling and optimization approaches for real-world industrial systems.
- Design and evaluate the developed models.
- Link individual machine models together to allow optimization of whole industrial systems.
- Collaborate with the team to translate complex physical processes into mathematical or computational models.
- Contribute to architectural decisions, code reviews, and engineering best practices.
What awaits you at Avenga?
At Avenga, everyone matters. We provide equal opportunities in recruitment, career development, and leadership, regardless of race, ethnicity, gender identity, sexual orientation, disability, age, religion, or any other characteristic. We are committed to fostering a work environment where our diverse community of employees, candidates, and business partners actively shapes our growth. By bringing together people from different backgrounds and experiences, we build a workplace where everyone feels free to be themselves while honoring the boundaries of others.
Locations Istanbul, Izmir Remote status Fully Remote Technology Machine Learning Seniority Senior-level
Your way in starts here
APPLICATION
Send us your application, we are ready to hear your story and explore how we can grow together.
REVIEW
Our team carefully reviews every application with curiosity and care. If your profile isn’t the right fit today, we will keep it in mind for future opportunities that match your skills and ambitions.
TALENT ACQUISITION INTERVIEW
You will meet our Talent team to talk about your goals and learn more about who we are, what we offer, and how we support our people.
TECHNICAL INTERVIEW
Our tech interview is all about diving deeper into your expertise and understanding your strengths, how you solve problems, and how you think – no trick questions, just a meaningful conversation.
CUSTOMER INTERVIEW
For some roles, especially when our clients are closely involved, you might also have a conversation with them – it’s a chance for everyone to align and get to know each other better.
JOB OFFER
If we both feel it’s the right match, we will send you an offer to join us. And even if it’s not the time just yet, you’ll always hear back from us.
WELCOME!
Your new team is excited to meet you, support you, and build something great together. Let’s make your first day the start of a journey that shapes a career that matters.
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Istanbul, Izmir
Optimization ML Specialist
The place where impact matters
Loading application form
This is us
At Avenga, we believe that human creativity empowers technology that matters. Operating globally, our 6000+ specialists provide a full spectrum of services, including business and tech advisory, enterprise solutions, CX, UX and Ul design, managed services, product development, and software development.
This is the job
We are looking for an
Optimization ML Specialist to join our client's team focused on modeling and optimizing complex industrial systems.
As the team dives deeper into modeling industrial systems, we need someone who can help create statistical models of individual machine behaviors based on sensor data and experimentation. The eventual goal is to link these models together to allow optimization of whole industrial systems.
You will develop stochastic modeling and optimization approaches for real-world industrial systems, design and evaluate models, and help translate complex physical processes into mathematical or computational abstractions.
This is you
- Possessing experience or a degree in a STEM field such as operations research, applied mathematics, or industrial process engineering with a strong interest in machine learning.
- Strong experience with one or more general-purpose programming languages such as Python, C/C++.
- Experience in industrial optimization, as in industrial engineering, chemical engineering, or system engineering is desired.
- Experience in scientific computing or building in-silico models for complex physical or industrial systems.
- Ability to translate complex physical processes into mathematical or computational abstractions.
Nice-to-have Skills:
- Proficiency in machine learning, operations research, or high-performance computing frameworks and libraries.
- A deep understanding of stochastic modeling or combinatorial optimization methods.
- Familiarity with machine learning data science tools (e.g., Vertex AI, OpenAI Platform, or Anthropic Console).
- Familiarity with Bayesian optimization and stochastic processes.
- Understanding of simulation techniques (e.g., discrete event simulation, agent-based modeling, or Markov Chain modeling).
This is your role
- Help develop statistical models of industrial systems based on sensor data and experimentation.
- Propose optimization techniques — create stochastic modeling and optimization approaches for real-world industrial systems.
- Design and evaluate the developed models.
- Link individual machine models together to allow optimization of whole industrial systems.
- Collaborate with the team to translate complex physical processes into mathematical or computational models.
- Contribute to architectural decisions, code reviews, and engineering best practices.
What awaits you at Avenga?
At Avenga, everyone matters. We provide equal opportunities in recruitment, career development, and leadership, regardless of race, ethnicity, gender identity, sexual orientation, disability, age, religion, or any other characteristic. We are committed to fostering a work environment where our diverse community of employees, candidates, and business partners actively shapes our growth. By bringing together people from different backgrounds and experiences, we build a workplace where everyone feels free to be themselves while honoring the boundaries of others.
Send us your application, we are ready to hear your story and explore how we can grow together.
Our team carefully reviews every application with curiosity and care. If your profile isn’t the right fit today, we will keep it in mind for future opportunities that match your skills and ambitions.
You will meet our Talent team to talk about your goals and learn more about who we are, what we offer, and how we support our people.
Our tech interview is all about diving deeper into your expertise and understanding your strengths, how you solve problems, and how you think – no trick questions, just a meaningful conversation.
For some roles, especially when our clients are closely involved, you might also have a conversation with them – it’s a chance for everyone to align and get to know each other better.
If we both feel it’s the right match, we will send you an offer to join us. And even if it’s not the time just yet, you’ll always hear back from us.
Your new team is excited to meet you, support you, and build something great together. Let’s make your first day the start of a journey that shapes a career that matters.