Machine Learning Engineer
il y a 5 jours
Req ID:471875
At Alstom, we understand transport networks and what moves people. From high-speed trains, metros, monorails, and trams, to turnkey systems, services, infrastructure, signalling and digital mobility, we offer our diverse customers the broadest portfolio in the industry. Every day, more than 80 000 colleagues lead the way to greener and smarter mobility worldwide, connecting cities as we reduce carbon and replace cars.
**Machine Learning Engineer (F/H/X)**
**Key accountabilities**:
Develop, deploy, and maintain Machine Learning models and retraining systems:
- Integrate data science models into Data and ML pipelines in collaboration with data scientists and data engineers
- Build and orchestrate MLOps pipelines including CI/CD to automate data ingestion and transformation, model (re-)training, (re-)deployment, inference and monitoring
- Support the industrialization of scalable data science solutions through automation and continuous delivery
- Support field trials with our customers using the mobility analytics software modules and tools
- Analyses and checks the suitability of an algorithm if it caters the needs of the current task/business problem
- Attend meetings, submit work progress reports and perform related duties as required.
**Performance measurements**:
- Number of models deployed and kept compliant with requirements according to prescribed performance metrics
- On Time Delivery (OTD)
- Developments Quality Cost Delivery (QCD)
**Educational Requirements**
**Mandatory**:
- Degree in computer science or engineering supplemented by extensive training in data science/ML or related discipline
**Desirable**:
- Master’s degree in the fields of statistics or machine learning or applied mathematics or related disciplines
**Experience**
**Mandatory**:
- Excellent knowledge of Python programming, with software engineering skills including DevOps and CI/CD pipelines
- Experience with Python data science stack (pandas, scikit-learn, Keras, Numpy, TensorFlow)
- Experience in building supervised and unsupervised ML models and in optimizing model (hyper-)parameters tuning for performance and costs
- Strong mathematical skills (probability and statistics, algebra, optimization)
- Knowledge of continuous integration tools and technologies (Jenkins, Ansible, Git)
- Experience with SQL/NoSQL database management Experience with LINUX environment (shell scripting)
**Desirable**:
- Experience with cloud technologies, preferably on Azure
- Experience with containerization and orchestration tools (Docker, Airflow, NiFi, Kubernetes, OpenFaaS) for production
- Experience in MLOps frameworks (e.g. MLFlow and DVC)
- Experience in big data technologies (e.g. Spark, Hadoop, Apache Kafka etc.)
- Proficiency with web APIs development and design (e.g. REST)
- Experience in writing technical documentation Agiles procedures
**Competencies & Skills**
- Proven track record in development of high-quality ML solutions, including implementation of testing strategies and debugging
- You are truly passionate about machine learning algorithms and technologies, ready to take new challenges, you are proactive and possess strong organizational and planning skills, along with excellent communication and presentation capabilities
- Flexibility to work successfully with both local and remote / international teams
- Fluent English
You don’t need to be a train enthusiast to thrive with us. We guarantee that when you step onto one of our trains with your friends or family, you’ll be proud. If you’re up for the challenge, we’d love to hear from you
**Important to note**
As a global business, we’re an equal-opportunity employer that celebrates diversity across the 63 countries we operate in. We’re committed to creating an inclusive workplace for everyone.
**Job Segment**:Testing, Cloud, Computer Science, Quality Assurance, Database, Technology
-
Machine Learning Engineer
il y a 4 semaines
Saint-Ouen, Île-de-France ALSTOM Gruppe Temps pleinAbout the RoleWe are seeking a highly skilled Machine Learning Engineer to join our team at Alstom Gruppe. As a Machine Learning Engineer, you will be responsible for designing and implementing the company's AI Data Models.Key Responsibilities:Design and develop data science pipelines from data ingestion, processing, and visualization, to model building,...
-
Senior Machine Learning Engineer
il y a 4 semaines
Saint-Nazaire, Pays de la Loire, France Optum Temps pleinAt Optum, we're committed to delivering care and improving health outcomes through innovative technology. As a Senior Machine Learning Engineer, you'll drive end-to-end Machine Learning projects that have a high degree of ambiguity, scale, and complexity. You'll build Machine Learning models, perform proof-of-concept, experiment, optimize, and deploy your...
-
Principal Machine Learning Engineer
il y a 4 semaines
Saint-Nazaire, Pays de la Loire, France Optum Temps pleinOptum is seeking a Principal Machine Learning Engineer to join our team.About the RoleYou will work closely with software engineers to assist in productionizing ML models, perform hands-on analysis and modeling of healthcare data sets, and establish scalable, efficient, automated processes for large-scale data analysis.Key ResponsibilitiesWork closely with...
-
Machine Learning Engineer
il y a 4 semaines
Saint-Mandé, Île-de-France 2K Temps pleinJob DescriptionWe're seeking a Senior Machine Learning Engineer to join our team at Ubisoft. As a data-driven company, we're looking for someone who can build scalable machine learning systems that preserve user trust and safety.The ideal candidate has past production experience in anomaly/fraud detection and can evaluate new machine learning techniques and...
-
Cloud-Based Machine Learning Engineer
il y a 4 semaines
Saint-Mandé, Île-de-France 2K Temps pleinJob OpportunityWe are looking for a talented software engineer to join our team and contribute to the development of our machine learning systems. As a member of the Consumer Data Domain, you will work closely with data and machine learning engineers to build scalable and secure systems that improve the consumer experience.Your responsibilities will...
-
Senior Machine Learning Software Engineer
il y a 4 semaines
Saint-Mandé, Île-de-France 2K Temps pleinJob OverviewUbisoft is a data-driven company that leverages data and algorithms to create engaging gaming experiences. The Consumer Data Domain is responsible for using data to improve the consumer experience while ensuring user safety and trust.We're looking for a Senior Machine Learning Engineer to build scalable machine learning systems that preserve user...
-
Senior Machine Learning Engineer
il y a 1 mois
Saint-Nazaire, Pays de la Loire, France Optum Temps pleinTransforming Healthcare with AIAt Optum, we're pushing the boundaries of what's possible in healthcare through innovative AI solutions. As a Remote Engineer, you'll play a critical role in developing cutting-edge technologies that improve health outcomes and enhance patient experiences.Key Responsibilities:Design and implement machine learning models for...
-
Senior Machine Learning Software Engineer
il y a 4 semaines
Saint-Mandé, Île-de-France 2K Temps pleinJob OpportunityUbisoft is a leader in the gaming industry, leveraging data and algorithms to create immersive experiences. As a Senior Machine Learning Software Engineer, you will play a key role in building scalable machine learning systems to preserve user trust and safety.Key Responsibilities:Evaluate new machine learning techniques and models,...
-
Sénior Machine Learning Engineer
Il y a 7 mois
Saint-Mandé, France Ubisoft Temps pleinJob Description Ubisoft is natively data-driven: from the core of our games to our marketing actions, we’re leveraging data and algorithms. Part of the Ubisoft Data Office, the role of the Consumer Data Domain is to leverage data to improve the consumer experience engaging them all along their journeys while making sure they feel safe and cared...
-
Software Engineer with Expertise in AI and Machine Learning
il y a 3 semaines
Saint-Martin, Nouvelle-Aquitaine, France Casino Barrière de la Baule Temps plein**Job Title:** Software Engineer**Job Type:** Full-time**Company:** [Company]**Job Description:**As a software engineer with expertise in AI and machine learning, you will be responsible for designing, developing, and deploying AI and machine learning models to improve our products and services. You will work closely with cross-functional teams to identify...
-
Software Engineer with Proficiency in Machine Learning
il y a 3 semaines
Saint-Nazaire, Pays de la Loire, France Chantiers de l'Atlantique Temps pleinAbout the Role:As a Software Engineer with proficiency in Machine Learning, you will be responsible for developing and implementing cutting-edge AI solutions. Your primary focus will be on designing and building scalable and efficient machine learning models that drive business growth.Key Responsibilities:Design and implement machine learning algorithms to...
-
Software Engineer
il y a 3 semaines
Saint-Paul-lès-Dax, Nouvelle-Aquitaine, France RM Intérim - Angers Temps plein**Job Title:** Software Engineer - Expert in Python and Machine Learning**Job Description:**We are seeking a highly skilled software engineer with expertise in Python and machine learning to join our team. The ideal candidate will have a strong background in programming and experience with machine learning algorithms.The successful candidate will be...
-
Saint-Ouen, Île-de-France Inetum Temps pleinAs a Senior Software Engineer with expertise in Artificial Intelligence and Machine Learning, you will be responsible for designing and implementing cutting-edge AI and ML solutions.Your main tasks will include:Developing and deploying AI and ML models using Python and related frameworks.Collaborating with cross-functional teams to integrate AI and ML...
-
Software Engineer
il y a 3 semaines
Saint-Denis, Île-de-France AGENCE CADRES Temps pleinJob Title: Software EngineerWe are seeking a skilled Software Engineer to join our team. The ideal candidate will have experience in data analysis and machine learning, with a strong background in programming languages such as Python and Java.Key Responsibilities:Design, develop, and maintain software applications using machine learning algorithmsCollaborate...
-
Saint-Denis, Île-de-France RATP EPIC Temps pleinAbout the Job:We are seeking a skilled Senior Software Engineer to join our team as an AI and Machine Learning Engineer. The ideal candidate will have expertise in developing and deploying AI and Machine Learning models.Key Responsibilities:Design and develop AI and Machine Learning modelsDeploy and maintain AI and Machine Learning systemsCollaborate with...
-
Saint-Ouen, Île-de-France ALSTOM Gruppe Temps pleinOptimisation des Réseaux de Transport Chez Alstom, nous sommes à la recherche d'un Spécialiste en Machine Learning pour rejoindre notre équipe de développement de solutions de mobilité. Vous serez chargé de concevoir et de mettre en œuvre des algorithmes de machine learning pour optimiser les performances des réseaux de transport. Vous...
-
Senior Machine Learning Engineer
il y a 4 semaines
Saint-Mandé, Île-de-France 2K Temps pleinUnlock the Power of Data-Driven Decision MakingAs a Senior Machine Learning Engineer in our Consumer Data Domain, you will play a critical role in leveraging data to improve the consumer experience. Our team is dedicated to preserving the trust and safety of our users, and we're looking for a skilled engineer to help us achieve this goal.**Key...
-
Spécialiste en Systèmes embarqués et Machine Learning
il y a 4 semaines
Saint-Ouen, Île-de-France ALSTOM Gruppe Temps pleinSpécialiste en Systèmes embarqués et Machine LearningAlstom recherche un spécialiste en Systèmes embarqués et Machine Learning pour rejoindre son équipe de développement de modèles de pilotage automatique. Vous serez chargé de développer des algorithmes d'optimisation mathématique pour améliorer la performance et la sécurité des...
-
Software Engineer with passion for AI and Machine Learning
il y a 3 semaines
Saint-Dizier, Grand Est, France Achil Temps pleinAbout the Role:As a Software Engineer with a passion for AI and Machine Learning, you will work on developing cutting-edge software solutions that leverage the power of these technologies.Key Responsibilities:Design and develop software applications that integrate AI and Machine Learning algorithms.Collaborate with cross-functional teams to identify business...
-
Software Engineer with expertise in machine learning and data analysis.
il y a 3 semaines
Saint-Lô, Normandie, France PROAVENIR RECRUTEMENT Temps pleinJob Title: Software EngineerKey Responsibilities: Develop and maintain software applications using machine learning and data analysis techniques.Requirements: Strong programming skills, experience with deep learning frameworks, and knowledge of data visualization tools.About the Role: As a software engineer in our team, you will work on developing innovative...