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Senior MLE/ ML Ops

Permanent contract
Paris
Salary: Not specified
Fully-remote
Experience: > 10 years
Education: Master's Degree

Agicap
Agicap

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The position

Job description

The Agicap Data department is looking for a Technical Lead, Senior Machine Learning Engineer / ML Ops to launch and drive the scaling of its data infrastructure. The role can be based in the Paris or the Lyon office or fully remote.

The Data department comprises 3 teams: Data Engineering, Data Science and Data Analytics all working together to improve Product functionality or help our internal Business Partners optimize their impact.

The data department goals break down into 4 main initiatives:

  • Improve product features : clustering transactions, predicting revenue, etc.
  • Help our client-facing teams grow our customer base.
  • Assist Customer Service: identify outliers, reduce client churn, fraud detection, etc
    -.Answer strategic questions for management

As a Senior MLE/ML Ops you will :

  • Lead the build out of our ML infrastructure, working closely with data engineers to ensure the scalability, stability and performance of the Data Platform.
  • Collaborate with the Data Science team to deploy machine learning models at scale and share MLE best practices to help them improve.
  • Build and maintain our CI/CD.
  • Participate in technology watch and stack evolution.

Our Stack :ELT: Airflow, DBTBatch processing: BigQuery, GCS, DBTStreaming: Cloud Run, Pub/Sub


Preferred experience

  • Around 10 years of engineering experience with 3 years as a DataOps / DevOps.
  • Track record of deploying and maintaining ML Model in production
  • Track record of building a CI/CD pipeline
  • You master Terraform and Docker
  • Good knowledge of GCP
  • This role can be purely a technical lead one or it could have some management responsibilities. You will report directly to the Chief Data Offic

Recruitment process

1 Motivation Interview
1 Data Engineering interview
1 Oral Interview with a Lead Dev Ops
1 Oral interview with our Data Director

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