Machine Learning Engineer
il y a 4 semaines
Ready to shape the future? Join our team as a Machine Learning Engineer Extraordinaire
About the job
Based in Paris or Barcelona, you will be part of the Artificial Intelligence Engineering team, in the Group Emerging Technologies and Data (GETD) division of AXA. This transversal team’s mission is both to build AI-powered initiatives (proofs of concept, proofs of value, pilots) with AXA entities & strategic partners and to define & implement MLOps best practices, tools, and collaboration models to be followed across the whole AXA Group. Our team is composed of 10 people, spread in 3 countries (France, Spain & Switzerland) and we work in hybrid mode (60% remote + 40% on-site).
AXA is a global leader in insurance and asset management present in nearly 60 countries. We leverage Artificial Intelligence to protect our 100+ million customers, in every domain of core insurance (Property & Casualty, Life & Savings, Health, …). As a responsible company, AXA defined and follows strong Responsible AI principles around robustness, interpretability, fairness, and sustainability.
Key responsibilities
In this role, you will:
- Build and improve reusable tools & modelling pipelines and support knowledge sharing across several teams.
- Work with Data Scientists to improve both technical and statistical performance of models.
- Convert the machine learning models into application program interfaces (APIs) so that other applications can use them in alignment with architecture & infrastructure standards.
- Secure and monitor ML processing, including safeguards, A/B testing, fault-tolerance, and failover.
- Contribute to the definition and deployment of best practices in Machine Learning & MLOps,
- Contribute to the sharing of knowledge and expertise through communities and working groups (internal and external).
- Help the different actors of the organization (such as product managers and stakeholders) understand what results they gain from MLOps and best engineering practices in Data and AI.
What is needed to succeed
As we want you to succeed in this role, here is a list of examples of key factors:
- 4+ years of experience with DevOps: versioning (Git), containers (Docker/Kubernetes), CI/CD, Static analysis tools, …
- Proficiency in ML Ops and ML Engineering frameworks: experiment trackers (like mlFlow) & orchestrators (Airflow, Kubeflow, Sagemaker Pipeline)
- A practical knowledge in one of the popular ML Python libraries (TensorFlow, PyTorch, Keras, Scikit-Learn) and Open-Source libraries.
- A good understanding of Agile methodologies and a mindset of continuous improvement.
- Ability to articulate the results of your work for various audiences.
- Good communication in English and interpersonal skills for working in a multicultural work environment.
- Passion about solving challenging problems leveraging new technologies.
Nice to have
Here are other elements we will consider:
- 2+ years of experience in delivering and running ML models in production, using at least one of some of the main Big Data frameworks and platforms: Spark, Databricks, Snowflake, …
- Practical knowledge in Infrastructure as code (Terraform, CloudFormation, …).
- Practical knowledge of cloud services (Azure or Amazon Web Services).
- Theoretical knowledge in Event Driven Architecture (using Kafka, Event Hub, or Rabbit MQ).
- Insurance & Finance functional knowledge
What we offer
On top of usual benefits, we also offer:
- Hybrid working (60% remote + 40% on-site).
- Global communities of practice and 2 yearly global events gathering Engineers and Data Scientists.
- Learning and mentoring opportunities through partnerships with LinkedIn Learning and O’Reilly.
- Among a strong Employee benefit program, mental health, and well-being platform to access personalised care.
We bring together the expertise, cultural diversity and creativity of over 8,000 employees worldwide. We’re committed to equal opportunities in all aspects of employment (gender, LGBT+, disabled persons, or people of different origins) and to promoting Diversity & Inclusion by creating a work environment where all employees are treated with dignity and respect, and where individual differences are valued.
-
Machine Learning Engineer
il y a 4 semaines
Paris, Ile-de-France Enzo Tech Group Temps pleinPosition: Machine Learning Engineer / MLOps Engineer / AI EngineerLocation: ParisType: Freelance, ContractDuration: 6 monthsSearching for a MLOps Engineer to lead the implementation of MLOps practices at scale with a focus on large language models (LLM).Role:Lead the implementation of MLOps practices at scale, focusing on industrialising AI solutions and...
-
Machine Learning Engineer
Il y a 2 mois
Paris, Île-de-France Adevinta Temps pleinLe poste est basé à Paris avec jusqu'à 4 jours de télétravail par semaine (pas de full remote).Vous aimez travailler en équipe, vous valorisez l'humain et vous êtes fortement motivé.e pour rejoindre une entreprise innovante et dynamique où vous pourrez proposer vos idées et les mettre en pratique : nous souhaitons vous rencontrer Nous recherchons...
-
Machine Learning Engineer
il y a 19 heures
Paris, Île-de-France Adevinta Temps pleinLe poste est basé à Paris avec jusqu'à 4 jours de télétravail par semaine (pas de full remote).Vous aimez travailler en équipe, vous valorisez l'humain et vous êtes fortement motivé.e pour rejoindre une entreprise innovante et dynamique où vous pourrez proposer vos idées et les mettre en pratique : nous souhaitons vous rencontrer Nous recherchons...
-
Machine Learning Engineer
il y a 4 semaines
Paris, Île-de-France Mirakl Temps pleinMirakl, leader et pionnier de l'économie de plateforme, propose aux entreprises une suite unique de solutions leur permettant de transformer significativement leur e-commerce afin d'accélérer de façon durable et rentable leur croissance. Depuis 2012, Mirakl accompagne les entreprises B2C et B2B avec la technologie la plus avancée, sécurisée et...
-
Machine Learning Engineer
il y a 19 heures
Paris, Île-de-France Mirakl Temps pleinMirakl, leader et pionnier de l'économie de plateforme, propose aux entreprises une suite unique de solutions leur permettant de transformer significativement leur e-commerce afin d'accélérer de façon durable et rentable leur croissance. Depuis 2012, Mirakl accompagne les entreprises B2C et B2B avec la technologie la plus avancée, sécurisée et...
-
Machine Learning Engineer
il y a 6 jours
PARIS, 75000, Ile-de-France Lifen Temps pleinL'équipe Machine LearningFournissant quotidiennement plus d'un million de prédictions en temps réel à notre base d'utilisateurs, l'équipe IA a joué un rôle déterminant dans le lancement de notre produit phare, Lifen Document, qui facilite l'échange de comptes rendus médicaux entre praticiens de santé en France. Au cours des 6...
-
Machine Learning Engineer H/F
il y a 6 jours
PARIS, 75000, Ile-de-France Wewyse Temps pleinQue pouvons-nous t'apporter ? - Une communauté de développeurs active, désireuse de s'entraider et de progresser (partage de connaissances mensuel, Mentoring, Meetup)- Un environnement interne propice au partage des connaissances, tant professionnelles que personnelles.- Des squads agiles qui fonctionnent en mode startup pour intervenir sur des...
-
Machine Learning Engineer
il y a 1 semaine
Paris, Île-de-France Adevinta Temps pleinThe location is based in Paris with up to 4 days of home-working by week (no full remote)You like working in a team, you value people and you are highly motivated to join an innovative and dynamic company where you can propose your ideas and put them into practice: we want to meet you We are looking for a (Senior) Machine Learning Engineer to join our...
-
Machine Learning Engineer
il y a 19 heures
Paris, Île-de-France Adevinta Temps pleinThe location is based in Paris with up to 4 days of home-working by week (no full remote)You like working in a team, you value people and you are highly motivated to join an innovative and dynamic company where you can propose your ideas and put them into practice: we want to meet you We are looking for a (Senior) Machine Learning Engineer to join our...
-
Senior Machine Learning Software Engineer
il y a 2 semaines
Paris, Ile-de-France Inara Temps pleinSenior ML Software EngineerLocation: Hybrid / ParisSalary: 75-85,000 Euros Sector: AI Products & SolutionsNO SPONSORSHIP AVAILABLE, SORRYThis is a leading AI product and solutions company who operate globally and work at the forefront of technology, across software, cloud and AI. They partner with well known companies and vendors meaning you get to work on...
-
Machine Learning Engineer
il y a 2 semaines
Paris, Ile-de-France Mobiskill | WEFY Group Temps pleinJe recrute pour un de mes partenaires deux premiers AI Engineer pour venir améliorer leur brique IA et créer de nouvelles fonctionnalités. L'entreprise : Il s'agît d’une entreprise innovante spécialisée dans la gestion automatisée de contrats. Vous travaillerez sur le développement et l’amélioration continue de solutions SaaS utilisant...
-
Ai - Ml - Machine Learning Tools Engineer Global Siri H/F
il y a 6 jours
PARIS, 75000, Ile-de-France apple Temps pleinYou will join a team that is responsible for improving the end-to-end quality of Siri. The Global Siri team is passionate about using the full spectrum of machine learning and data science approaches to improving Siri. At one end, we work on deriving business insights from large amounts of usage data to suggest new features and fundamental improvements to...
-
Senior Machine Learning Engineer
il y a 6 jours
PARIS, 75000, Ile-de-France Sonos Temps pleinAt Sonos we want to create the ultimate listening experience for our customers and know that IT starts by listening to each other. As part of the Sonos team, you'll collaborate with people of all styles, skill sets, and backgrounds to realize our vision while fostering a community where everyone feels included and empowered to do the best work of their...
-
Senior Machine Learning Engineer
il y a 1 mois
Paris, Île-de-France Criteo Temps pleinWhat You'll Do:CRITEO is looking for a Senior Machine Learning Engineer to join our Product Engineering team at the heart of Criteo's business.At CRITEO, we are on a mission to revolutionize the creative capabilities offered to our clients across our commerce media platform. By joining the Creator group, you will play a crucial role in shaping the landscape...
-
Senior Machine Learning Engineer
il y a 19 heures
Paris, Île-de-France Criteo Temps pleinWhat You'll Do:CRITEO is looking for a Senior Machine Learning Engineer to join our Product Engineering team at the heart of Criteo's business.At CRITEO, we are on a mission to revolutionize the creative capabilities offered to our clients across our commerce media platform. By joining the Creator group, you will play a crucial role in shaping the landscape...
-
Aiml - Machine Learning Engineer Mlr H/F
il y a 6 jours
PARIS, 75000, Ile-de-France apple Temps pleinDevelop and maintain machine learning infrastructure for our ongoing efforts. Most importantly, we need to support a wide variety of datasets, develop a scalable and flexible training infrastructure and support new features as they increase in priority during the course of research. Accelerate our research efforts through experimentation and comprehensive...
-
Senior Machine Learning Engineer
il y a 1 semaine
Paris, Île-de-France Criteo Temps pleinWhat You'll Do:The Criteo AI Lab is pioneering innovations in computational advertising. As the center of scientific excellence in the company, we deliver both fundamental and applied scientific leadership through published research, product innovations and new technologies powering the company's products.When an idea or a prototype has reached a sufficient...
-
Senior Machine Learning Engineer
il y a 1 semaine
Paris, Île-de-France Criteo Temps pleinWhat if, in your next adventure, you were surrounded by people who, like you, look for an unlimited playground to explore, share, and test, would you care to hear more? You've opened the right door As an R&D team, making sure your ideas are heard and encouraged is what we strive to doWhat You'll Do:The Criteo AI Lab is pioneering innovations in computational...
-
Senior Machine Learning Engineer
il y a 18 heures
Paris, Île-de-France Criteo Temps pleinWhat You'll Do:The Criteo AI Lab is pioneering innovations in computational advertising. As the center of scientific excellence in the company, we deliver both fundamental and applied scientific leadership through published research, product innovations and new technologies powering the company's products.When an idea or a prototype has reached a sufficient...
-
Senior Machine Learning Engineer
il y a 19 heures
Paris, Île-de-France Criteo Temps pleinWhat if, in your next adventure, you were surrounded by people who, like you, look for an unlimited playground to explore, share, and test, would you care to hear more? You've opened the right door As an R&D team, making sure your ideas are heard and encouraged is what we strive to doWhat You'll Do:The Criteo AI Lab is pioneering innovations in computational...
