ML & DL Specialist

About Davidson

Joining Davidson means more than just joining a group of 3000 consultants in 6 countries and 2 continents. It means joining THE company that has been elected by its employees Great Place To Work France and Europe for 4 years, and is also one of the largest B Corps in France, named Best of the World in the "employees" category in 2022! (The "B Corps" form a community of companies that have decided to be not the best in the world, but the best FOR the world).

Because our development is based on strong principles:

• A deep respect for all our stakeholders: consultants, clients, and suppliers. Because while work "doesn't make happiness," it can certainly "make unhappiness." We are therefore committed to listening and acting with honesty.
• Equal opportunities in the treatment of our applications and in the career management of our employees. We believe in a workplace where gender equality, inclusion, and diversity are the norm.
• A minimal environmental footprint, and a maximal societal one. That's why, beyond the missions you will carry out, you can also contribute to projects that Davidson supports: international solidarity missions (with Planète Urgence), volunteering with associations (each Davidsonian has 3 days per year to intervene alongside them), supporting students from disadvantaged backgrounds (with Article 1), investing in startups developing innovative solutions, collective and individual actions to reduce our carbon footprint...
• Adhocratic Management based on the implementation of the principles of the "horizontal company" and "tribal management." On this last point, an important clarification: well-being at work is a luxury that a "solid" company must be able to afford. This implies that Davidsonians combine initiative, commitment, and professionalism. Because "without work, talent is just a dirty habit." And this leads us to seek to recruit people... better than us...

We encourage applications from people with disabilities, and we are committed to responding to their specific needs as best we can.

Profile / Mission

As part of Data Science projects led by Davidson for its clients in various sectors (Gaming, Luxury, Telecoms, Finance, etc.), you will act as an ML & DL specialist. Your mission will be to support business experts on various issues: natural language processing, image recognition, fraud detection, recommendation systems, conversational agents, etc.

To This End, Your Missions Will Consist Of

• Animate needs expression workshops
• Identify, integrate and cross-reference data sources (structured or unstructured)
• Prepare and analyze data
• Create, implement models
• Prototype and validate algorithms
• Measure gains obtained
• Communicate and capitalize on results
• Conduct technological watch and opportunity studies

Required Skills or to Acquire

• Engineering / BAC+5 degree, you have already successfully completed several projects in the field of Data Science. With at least 2 years of professional experience (and that's really a minimum...)
• Scripting skills are necessary. And it's better to be strong in math!

Aptitudes / Soft Skills

• Excellent interpersonal skills
• Analytical skills
• Curiosity
• Pedagogy
• English + SQL / Python bilingual

Description of the Data Business Unit

Data is today a strategic asset at the heart of companies' digital transformation and the basis for creating multiple new services. Davidson has unique expertise around data that allows it to intervene end-to-end for its clients, whether they are data-driven or "simply" seeking to leverage their data.

Our Businesses

• Support for the implementation of a data strategy
• Big Data Architecture
• Data visualization
• Data science

Our Technical Environment

• Infrastructures & Storage: Cloud (AWS, Azure, Google Cloud Platform), Cloudera,
• MapReduce, Hortonworks, mongoDB, Hadoop, Cassandra, Splunk, Redis, CouchDB
• Data Processing: Spark, Scala, Kafka, Logstach, Elasticsearch, Hive, Storm, Flink
• Analytics: R, Python, SPSS&SAS, TensorFlow, Sickit learn
• Dataviz: grafana, dataiku, kibana, Tableau, Qlik, JS proprietary tool
• Devops & containers: Docker, puppet, Jenkins, Sonar, Openshift, Kubernetes, Ansible
• Domains: Machine Learning, Deep Learning