Are you passionate about data science AND software engineering?

Do you enjoy bringing machine learning models to life, putting them in a  production, and witnessing their impact for the company?

As a Machine Learning Engineer at ACC, you will be tasked with carrying out product developments involving data science, all in a strong spirit of collaboration with other data scientists and stakeholders. You will be part of a data team composed of several data profiles (data scientists, data analysts, data engineers, ML engineers, data product managers, business data owners) with a culture where sharing knowledge is centric.

Principal accountabilities :

• Engage in machine learning projects specifically tailored to the industrial battery manufacturing sector, such as optimizing battery life, improving manufacturing processes, or enhancing product quality.
• The whole lifecycle of an Machine Learning project, from wrapping up models for apps deployment to functional/operational monitoring (setup features and data drifts alerts, detect outliers, monitor system performance metrics).
• MLOps implementation as part of CI/CD systems together with the DevOps engineers.
• Handle upstream and downstream services as you will serve/make requests in real-time and return/receive results in batches or as a stream supporting hybrid on prem and cloud architecture.
• Mentor teammates, share your expertise, especially with Databricks.

Knowledge :

• Technical Stack:
• Languages: Python
• Databases : PostgreSQL, MinIO/S3, Neo4J
• Cloud ML Platform : Azure
• Librairies : Pandas, PyTorch, OpenCV, Tensorflow, Scikitlearn, SQLAlchemy
• DevOps : Gitlab, AzureDevOps, Airflow, PyTest, Docker, Terraform, Kubernetes
• MLOps : MLFlow, Databricks, Evidently
• AI Working environment: Pycharm “PRO” with AI assistant, VSCode

Experience :

• More than 3 years

Qualifications

• Master's degree or PhD in Computer Science, Engineering, or related technical field.
• Experience with machine learning algorithms and tools (e.g., TensorFlow, PyTorch), deep learning, computer vision, and/or natural language processing. Experience in industrializing jobs (batch or stream), software evolution, and maintenance. Experience working in a cloud computing environment (AWS, GCP or Azure).

You know how to deploy algorithms in production autonomously following a CI/CD. Proven experience of ML application deployment and ML life cycle management in an industrial production environment is a nice-to-have. So as experience with hybrid cloud/on-premise, IoT.

Key Behaviours :

• we value critical thinking,
• excellent communication skills,
• ability to collaborate across multi-disciplinary teams, and a strong capability for problem-solving.

You enjoy sharing your knowledge and you act as a mentor for the other members of the team.

Why join us?
Our Advantages and Perks: new premises, parking spaces reserved for carpoolers, possibility of recharging your electric car on reserved spaces in our parking lot.

Other perks and advantages include : Company restaurant, meal and also vegetables/fruits baskets delivery service. Janitorial services, telecommuting, complementary retirement plan (subject to a salary threshold), additionnal & seniority leaves, well-being workshops, osteopathy sessions.

You will also benefit from access to our Sports & Culture association, conferences, and also sports, holidays and culture subsidy.

https://www.youtube.com/watch?v=NbXdlWjWhX8
https://www.acc-emotion.com/fr/facilities/bruges-bordeaux

Our process usually involves 3 interviews: 2 technical and one HR.