Software Engineer II - Machine Learning

TN France; France; Sur place; EUR 50 000 - 90 000; Plein temps

Résumé du poste

An innovative company is seeking a Software Engineer II specializing in Machine Learning to develop cutting-edge fraud detection solutions. In this role, you'll design and implement machine learning-backed services, collaborating with a cross-functional team to ensure high service availability. Your expertise in Python and various scientific libraries will be crucial in deploying and monitoring ML systems. Join a forward-thinking team that values trust and ownership, and contribute to impactful projects that secure identities and data worldwide. If you're passionate about technology and eager to learn, this opportunity is perfect for you.

Qualifications

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

Responsabilités

• Design and implement fraud detection products within a cross-functional team.
• Collaborate with researchers to deploy machine learning models.

Connaissances

Python

Machine Learning

Fraud Detection

Numpy

TensorFlow

Keras

Scikit-Learn

OpenCV

Testing Frameworks (PyTest)

Dependency Management (Poetry)

Outils

Docker

Kubernetes

Gitlab

AWS

Description du poste

Software Engineer II - Machine Learning, France

**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.

**Our Beliefs:**

Securing identities is most effective when we value all identities. We are committed to diversity and inclusion, ensuring all voices are heard through initiatives like unconscious bias training and global affinity groups. We encourage everyone to be themselves.

**Position Overview:**

As we tackle online identities, your work will involve:

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 work closely to solve the identity challenge and build impactful products.

**What You Will Do:**

1. Design, build, test, and ship fraud detection products within a cross-functional team.
2. Collaborate with researchers to deploy ML models to production.
3. Utilize off-the-shelf ML solutions for initial fraud detection approaches.
4. Design and implement pre-processing for images and videos.
5. Extend ML pipelines for diverse use cases.
6. Analyze algorithm performance and identify improvements.
7. Provide technical guidance to other engineers.

**Basic Qualifications:**

• Proficiency in Python.
• Experience with scientific libraries like Numpy, TensorFlow, Keras, Scikit-Learn, OpenCV, ONNX.
• Interest in deploying and monitoring ML systems.
• Enthusiasm and curiosity about ML technologies.
• Experience with testing frameworks like PyTest.
• Knowledge of dependency management tools such as Poetry.

**Preferred Qualifications:**

• Knowledge of Docker and Kubernetes.
• Familiarity 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 (Aurora, Redis, Dynamo, S3, etc.)
• Tools: Gitlab

Most frequently used in ML: Python (3.x), Git, gRPC, WANDB, async-io, TensorFlow, ONNX, OpenCV, Docker, Kubernetes.

**About Entrust:**

Entrust secures identities, payments, and data worldwide. We enable trusted interactions across borders, purchases, and networks with our digital security solutions. Trust us for reliable security services.

Visit our website and follow us on social media platforms.

Entrust is an equal opportunity employer. No agencies or relocation assistance offered. #LI-GR1 #ENT123

We value diversity and strive for an accessible application process for all candidates.