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Machine Learning Engineer (F/H/NB)

CDI
Paris
Télétravail fréquent
Salaire : Non spécifié

Ipsos
Ipsos

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Le poste

Descriptif du poste

Key Responsibilities: 

  • Develop and implement machine learning models using state-of-the-art algorithms in areas such as NLP, computer vision, and generative AI. 

  • Improve existing machine learning systems, e.g. automated sentiment & emotion analysis, named entity recognition, logo detection, scene recognition, topic modeling, etc. 

  • Perform statistical analysis and tune using test results. 

  • Extend the MLOps pipelines to improve data and model delivery speed and quality 

  • Keep abreast of developments in the field. 

  • Collaborate with the rest of the team during team sync meetings 

  • Write documentation and review merge requests


Profil recherché

Technical skills 

  • Proven experience as a Machine Learning Engineer or similar role especially in NLP 

  • Strong background in computer science and software engineering: data structures, algorithms, object-oriented programming, code writing, and reviewing. Deep knowledge of machine learning algorithms (supervised, unsupervised, deep learning, transformers, …), probability and statistics. 

  • Analytical and problem-solving skills 

  • Good written and oral communication skills. 

  • Ability to work in a team. 

Soft Skills 

  • Rigor and strong appetite for software quality 

  • Interested in manipulating dozens of microservices in data processing pipelines handling billions of documents 

  • Passion to discuss and explain technical choices 

  • Can-do attitude 

  • Good communicator, self-starter, and collaborative enthusiast 

  • Interested in understanding user needs 

  • Independent, self-organizing, and able to prioritize multiple complex assignments 

  • Interested in multicultural companies 

  • Professional in English and fluent in French. This includes writing, speaking, and reading

    Benefits 

    • Real Big Data experience with more than 70 million documents ingested every day, and a total of around 100 billion unique documents in storage 

    • Flat organization and strong culture 

    • Partial remote possible (up to 2 days per week). Gentilly-based office. 

    • International and diverse environment (US, EMEA, APAC) 

    • Staff canteen 

    • Complementary health insurance 

    • 10 RTT per year 

    • Synthesio allows employees to take time during their working hours for leisure (we had groups around Sport sessions together; Board games with the team; Free time …). As long as work is done, you can organize your time as you want. 

    • Many team events are organized at the initiative of the team (Just to say people get along and there is a good ambiance) 

      Our Values 

    • Win As One Team: We are nothing without each other. We support each other, celebrate team spirit, and always move together. Be open minded, humble and a team player 

    • Ownership: Each team defines its own schedule of deliveries and methodology (from scrum to Kanban) and owns their projects from design to production. 

    • Test And Learn: We are not afraid to fail but we are afraid of not trying. We learn from our mistakes and always come back stronger 

    • Listen Up: The more we listen, the more we learn. Every person has something to teach up


Déroulement des entretiens

Our Recruitment Process 

  1. A 30-minute screening phone call with the Team Lead CTO 

  2. A 60–90-minute interview with some engineers of the team. You will conduct a situational exercise (video call possible)

  3. Optional meet & greet (30 minute each) with various members of the team (Product Managers, Site Reliability Engineers, and Front-end engineers…) (video call possible) 

  4. Proposal

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