About the position
We are seeking a Data Scientist Director who will be responsible for managing client relationships and leading project teams in the development and implementation of end-to-end Data Science solutions. The successful candidate will have expertise in various areas such as classification and regression models, recommendation engines, NLP, Computer Vision, and DevOps/MLOps practices. They will also play a key role in advancing the team's adoption of data-driven approaches and participating in pitch discussions with potential clients. This position offers the opportunity to work with a growing company that has won major pitches in the marketing industry and is known for reinventing the future of marketing.
Responsibilities
Requirements
- Experience delivering multiple complex end-to-end data science solutions
- Project team leadership and collaboration with team members outside of data science practice
- Strong Python coding skills, including experience with C/C++, Linux Shell, SQL, Spark/Databricks
- Comprehensive exploratory data analysis (EDA) and experience with test-driven development (TDD)
- Familiarity with classic algorithms and approaches such as clustering, classification, and regression
- Proficiency in time series analysis beyond (S)ARIMA(X)
- Knowledge of recommendation engines
- Experience with natural language processing (NLP) and computer vision, including deep learning and GANs
- Familiarity with DevOps/MLOps approaches and implementation in AWS (Azure, GCP)
- Strong understanding of statistics and underlying mathematical reasoning
- Ability to ensure explainability and detect/avoid bias in models
- Proficiency in Git, GitFlow, MLflow, Agile development, config-driven implementations, and CI/CD
Benefits
- Flexible working options
- Culture, collaboration, and connection in the office
- Learning and development opportunities
- Dedicated diversity, equity, and inclusion initiatives
- Coaching opportunities for mental health and professional development
- Mental health support with trained Mental Health First Aiders and access to a private GP service
- "Me" day and "Us" day off every year for personal and giving back activities
- Partnership with Fertifa for fertility and reproductive health benefits
- Healthy work-life balance
- Swift and lean recruitment process