Machine Learning Operations, AssessFirst
€80-95k
Predictive recruitment software company
Posted today
Predictive recruitment software company
101-200 employees
Posted today
€80-95k
101-200 employees
Company mission
To help people and companies understand what makes them unique and inspire them to make full use of their potential.
Role
Who you are
- Fluent in both English & French 🇬🇧🇫🇷 (requirement)
- Proficiency in Python and ML workflow tools (e.g., Docker, Kubernetes)
- Strong AWS expertise (SageMaker, S3, Lambda, ECS)
- Experience with CI/CD pipelines
- Knowledge of data pipeline tools
- Problem-solving mindset and collaborative spirit
What the job involves
- Your goal : Put AI at the heart of AssessFirst and supplement our existing knowledge
- Your missions : You’ll be the backbone of our AI-driven infrastructure, ensuring that our machine learning models seamlessly transition from development to production. Your work will empower our Science and Engineering teams to deliver scalable, robust, and efficient AI solutions that redefine talent management
- Automate ML workflows: Design and implement CI/CD pipelines tailored for machine learning, leveraging AWS services to streamline the process from data preprocessing to model deployment
- Streamline deployments: Collaborate with ML Engineers to deploy models in production environments, ensuring scalability and minimal downtime using AWS tools like SageMaker or Lambda
- Optimize infrastructure: Build and maintain AWS-based solutions to handle large-scale data and machine learning operations, ensuring cost efficiency and reliability
- Monitor performance: Develop tools and processes to track the performance of models in production
- Enable reproducibility: Create standardized workflows and versioning systems to ensure consistent model and dataset reproducibility
- Foster best practices: Establish and advocate for MLOps standards across the company, guiding teams in adopting efficient workflows
- Stay current: Keep up with advancements in MLOps tools and frameworks, particularly within the AWS ecosystem, to continuously improve our infrastructure
- You’ll be part of the Science team, led by Emeric (Head of Science), and work alongside Konrad (Psychometrician and AI Engineer), Jianqiu (Data Engineer) and Simon (Chief Product Officer)
- This cross-disciplinary team thrives on collaboration, where behavioral science meets machine learning to deliver innovative solutions. You'll also engage closely with the back-end team and product team to turn insights into reality
Application process
- 1. You are in love with the job and the company
- 2. You complete our questionnaires by applying
- 3. Talent Acquisition Manager, will contact you
- 4. 3 interviews max: with Emeric (your future manager), Tales (our current MLE) and finally Simon (CPO) & David our founder!
- 5. Welcome to the team! 👏
- 6. Go on, you need to apply now !
Our take
AssessFirst is a French-founded human resources tech firm that uses behavioural science and predictive analytics to identify applicants with the highest potential for future success and job match in the user’s company.
Founded in 2002, the company has not only had time to finesse its model and technology, but means that, now, the software can analyse data on over 5M profiles. It has since been used by around 4,000 companies, as it has been found to raise internal performance and drive down recruitment costs whilst increasing employee retention.
Following 2021 funding from CAPZA, AssessFirst is investing in accelerating the launch of new product features whilst continuing its development in France and Europe through its external growth strategy. It is an exciting transitional period for the company as it attempts to penetrate the U.S. This funding will enable even faster expansion than anticipated.
Steph
Company Specialist at Welcome to the Jungle
Insights
Few candidates hear
back within 2 weeks
Company
Company benefits
- Full remote
- Swile
- The equipment
- Asynchronous work
Company values
- WE ARE ON A MISSION
- IF YOU WANT TO CHANGE IT, TALK ABOUT IT
- MAKE EACH DAY SIGNIFICANT
- GOOD ENOUGH, IS NOT ENOUGH
- SHINE BRIGHT
- DREAM BIG, ACT BIGGER
Company HQ
Sentier, Paris, France
Articles
Leadership
David Bernard
(CEO)Founded AssessFirst just a month after obtaining a Master's Diploma in Quantitative Psychology.
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