ML Engineer

Ailoys GmbH; Berlin; Vor Ort; EUR 70.000 - 90.000; Vollzeit

Zusammenfassung

A technology firm in Berlin is seeking a Machine Learning Engineer to enhance automation in manufacturing processes. In this role, you will design evaluation benchmarks and deploy ML pipelines, requiring practical skills in Python and a solid understanding of generative AI methods. Join a dynamic team working with advanced technologies like IoT and AI, contributing to meaningful projects in industrial automation with competitive compensation and growth opportunities.

Leistungen

Competitive salary

Opportunities for professional growth

Work on cutting-edge technologies

Qualifikationen

• Minimum of 2-3 years of relevant work experience required.
• Experience with data annotation management essential.

Aufgaben

• Design and develop evaluation benchmark.
• Deploy end-to-end evaluation pipelines for ML models.
• Be responsible for model selection and comparison.
• Analyze evaluation results and propose improvements.

Kenntnisse

Expertise in the evaluation of generative AI methods

Good understanding of statistics and data analysis

Practical Python language skills

Familiarity with frameworks like NumPy, SciPy, pandas

Tools

PyTorch

spaCy

Transformers

AWS Bedrock

Jobbeschreibung

About Us

At Ailoys GmbH, we are transforming the manufacturing landscape by integrating advanced technologies like IoT, sensor systems, AI and machine learning. Our mission is to empower manufacturing facilities with smarter processes, improved quality, and enhanced efficiency.

Machine Learning (ML) Engineer

We are looking for a Machine Learning (ML) Engineer who will focus on researching appropriate models for automation manufacturing processes.

In this role, you will:

• Design and develop evaluation benchmark.
• Deploy end-to-end evaluation pipelines for in-house and external ML models.
• Be responsible for model selection and comparison with state-of-the-art methods.
• Analyze evaluation results and propose improvements to data and models.

Required Skills and Experience

• Expertise in the evaluation of generative AI methods.
• A good understanding of statistics and data analysis.
• Data annotation management.
• Practical Python language skills.
• Familiarity with frameworks such as NumPy, SciPy, pandas, and Hugging Face Evaluate.
• A minimum of 2-3 years of relevant work experience is required.

Nice to have:

• ML frameworks, such as PyTorch, spaCy, and Transformers.
• CI, workflow automation, and experiment tracking systems.
• Familiarity with the AWS Bedrock

Why Join Us?

• A competitive salary that recognizes your skills and contributions.
• Work on cutting-edge technologies in industrial AI, IoT and manufacturing automation.
• Be part of a fast-growing, innovative team with opportunities for professional growth.
• Contribute to impactful projects with leading global manufacturing companies.

If you are passionate about driving innovation in manufacturing and have the technical expertise to match, we’d love to hear from you!

How to Apply

Please send your resume and a brief cover letter by pressing "Apply for this job" detailing your relevant experience, as well as your salary expectations.

Let’s build the future of manufacturing together!