Visionary AI/ML Team Lead

il y a 22 heures

Paris, Île-de-France Alma Temps plein
Lead Machine Learning EngineerAbout the Job

Alma is seeking an experienced and visionary Lead Machine Learning Engineer to head our AI/ML team within the Data department. As we expand our ML capabilities across the organisation, we are looking for a dynamic leader to drive innovation, mentor team members, and shape the future of our ML initiatives.


About the Key Missions1. People Management
  • Oversee a team of 1 MLOps Specialist and 3 ML Engineers
  • Set and track quarterly objectives for team members
  • Manage HR matters, including performance reviews and career development
  • Conduct regular one-on-ones to ensure team alignment and individual growth
2. Strategic Leadership
  • Shape the ML roadmap in alignment with Alma's business goals
  • Stay updated on industry best practices and emerging technologies in ML and AI
  • Provide technical guidance on key initiatives across the organisation
  • Collaborate with other department Heads to identify new opportunities for ML applications
  • Drive internal communication to increase visibility and recognition of the ML team's achievements and capabilities across the company
  • Contribute to Alma's external presence in the ML community through thought leadership, conference presentations, or technical blog posts, enhancing our reputation as an ML-driven fintech leader
3. Project Management
  • Identify and prioritize ML projects based on business impact and technical feasibility
  • Assess the technical complexity of proposed projects and allocate resources effectively
  • Manage project timelines and deliverables, ensuring high-quality outputs
  • Balance resources between maintaining core risk models and exploring new ML initiatives
4. Technical Contribution
  • Engage in hands-on work in ML engineering and ML Ops
  • Participate in code reviews to maintain high code quality standards
  • Mentor team members, fostering a culture of continuous learning and innovation
  • Contribute to the architecture and design of complex ML systems
About You

What would make you a good fit for the role:

  • Education: Master's degree or Ph. D. in a relevant field (computer science, machine learning, mathematics, engineering, statistics, etc.)
  • Experience: 5+ year of full-time permanent experience (internships & apprenticeships excluded) in machine learning, with at least 2 years in a management role
  • Strong communication skills, with the ability to explain complex concepts to non-technical and technical stakeholders
  • Strong leadership and mentoring abilities
  • Language: Fluency in English is mandatory. Fluency in French will be a plus
Technical Qualifications
  • Deep understanding of ML fundamentals, including advanced algorithms and model evaluation techniques
  • Strong programming skills in Python and proficiency with ML libraries and frameworks
  • Experience with MLOps, cloud platforms (preferably GCP), and containerisation technologies
  • Proven track record of successfully delivering ML projects in a production environment
What Would Make You Stand Out?
  • Experience in the Fintech or financial services industry
  • Familiarity with risk modelling and fraud detection systems
  • Knowledge of natural language processing (NLP) and large language models (LLMs)
  • Understanding of data privacy and security best practices

ML Stack: Python, FastAPI, VertexAI, BigQuery, PostgreSQL, Github, scikit-learn

About the Recruitment Process

  • Phone interview with Recruiter (30 mins)
  • Technical & Fit assessment interview with MLEs (60 mins)
  • Leadership & Behavioural interview with Head of Data (45 mins)
  • Final interview with CTO (30 mins)

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