Software Engineer II - Machine Learning

TN Germany; Deutschland; Vor Ort; EUR 50.000 - 90.000; Vollzeit

Zusammenfassung

An innovative company is seeking talented individuals to tackle identity challenges in the digital realm. In this exciting role, you will design and deploy machine learning-backed fraud detection products while collaborating with a cross-functional team. Your expertise in Python and machine learning technologies will be essential in creating impactful solutions for a more secure world. If you are passionate about technology and eager to contribute to meaningful projects, this opportunity is perfect for you.

Qualifikationen

• Proficiency in Python and experience with ML libraries.
• Interest in deploying and monitoring ML systems.

Aufgaben

• Design and deploy fraud detection products in a team.
• Collaborate with researchers to implement ML models.

Kenntnisse

Python

Machine Learning

Numpy

TensorFlow

Keras

Scikit-learn

OpenCV

Fraud Detection

Testing Frameworks

Computer Vision

Tools

Docker

Kubernetes

Gitlab

AWS

Jobbeschreibung

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Client:

Location:

Germany, Germany

Job Category:

Other

EU work permit required:

Yes

Job Reference:

074d023aedfa

Job Views:

2

Posted:

30.04.2025

Expiry Date:

14.06.2025

Job Description:

The Company:

Entrust relies on curious, dedicated, and innovative individuals who anticipate the future and provide solutions for a more connected, mobile, and secure world. Entrust’s technologies and expertise help government agencies, enterprises, and financial institutions in more than 150 countries serve and safeguard citizens, employees, and consumers.

We Believe: Securing identities is most effective when we value all identities. We are committed to ensuring that, through diversity and inclusion, the many voices that make up our communities are heard. From unconscious bias training for managers to global affinity groups that create connections both within and across our enterprise, Entrust encourages all individuals to accept and respect one another and to be themselves.

Work abroad

Position Overview:

As Entrust tackles the challenge of bringing identities online, this involves integrating Biometrics and ID Documents into the virtual world. Your work may include:

1. Developing machine learning-backed services for biometric verification, document classification, extraction, and fraud analysis.
2. Building automated pipelines to support new models efficiently.
3. Iterating research projects for optimization and deployment.
4. Enhancing monitoring and tracing for high service availability.

We value trust and ownership. Our teams collaborate closely to solve identity challenges in the digital realm, building impactful products.

What you will do:

1. Design, build, test, and deploy fraud detection products within a cross-functional team.
2. Collaborate with researchers to deploy ML models into production.
3. Implement initial fraud detection solutions using off-the-shelf ML tools.
4. Design pre-processing steps for images and videos.
5. Extend ML pipelines for diverse use cases.
6. Analyze performance and improve algorithms.
7. Provide technical guidance to colleagues.

Basic Qualifications:

• Proficiency in Python.
• Experience with libraries like Numpy, TensorFlow, Keras, Scikit-learn, OpenCV, ONNX.
• Interest in deploying and monitoring ML systems.
• Enthusiasm for ML technologies.
• Experience with testing frameworks like PyTest.
• Familiarity with dependency tools like Poetry.

Preferred Qualifications:

• Knowledge of Docker and Kubernetes.
• Experience with image/video formats.
• Understanding of Computer Vision and ML algorithms.

Tech Stack:

We are technology agnostic. Experience in all technologies is not required; openness to learning is key.

• Backend: Python, Ruby
• Frontend: React, Typescript
• ML: TensorFlow, Jupyter, Dask
• Deployment: Kubernetes, Docker
• Infrastructure: AWS (various services)
• Version control: Gitlab

Commonly used ML technologies include Python (3.x), Git, gRPC, WANDB, async-io, TensorFlow, ONNX, OpenCV, Docker, Kubernetes.

About Entrust:

Entrust secures identities, payments, and data globally. We enable seamless, secure experiences for border crossing, transactions, and network access. Our solutions are trusted worldwide.

Visit our website and follow us on social media.

Entrust Corporation is an EOE/AA/Veteran/People with Disabilities employer.

NO AGENCIES, NO RELOCATION

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We value diversity and inclusion, welcoming applicants from all backgrounds and abilities.

For more info, see our blog. Applications via the 'Apply now' button only.