Description :

About Dr. Martens :

Martens is an iconic British brand founded in 1960 in Northamptonshire.

As our Data Scientist extraordinaire, you'll be wielding the mighty powers of numbers and machine learning like a superhero! Your mission? To craft mind-blowing predictive models and algorithms that will conquer complex business challenges and leave a global footprint of awesome impact.

You'll be joining forces with a league of extraordinary cross-functional minds, sniffing out opportunities to unleash the power of data, conjuring up brilliant analytical solutions, and translating those "aha!" moments into real-world actions.

As part of our dynamic, two-shift Data Science squad, you'll be the go-to guru for our teams across the Americas, EMEA, and APAC, laser-focused on delivering tangible business gold.

Get ready to continuously level up our models, making decisions smarter and operations smoother it's all about that real business magic!.

Role & Responsibilities :

- Model Development : Design, develop, and implement predictive models and algorithms using advanced statistical techniques and machine learning frameworks.

- Business Impact : Collaborate with stakeholders to understand business objectives, identify key metrics, and ensure model outcomes align with strategic goals and drives measurable impact.

- Data Analysis : Conduct thorough data exploration, cleaning, and transformation to prepare datasets for modeling efforts, ensuring high data quality and accuracy.

- Collaboration : Work with cross-functional teams, including engineering, product management, and business teams, to integrate models into production systems and monitor performance.

- Communication : Present findings to technical and non-technical audiences, providing actionable insights and recommendations to drive business strategy.

- Innovation : Stay up to date with the latest trends and advancements in data science and machine learning to continuously enhance modeling practices and methodologies.

The Stuffs that sets you apart :

Required Experience and Skills Our Must haves :

- Bachelors degree in data science, Computer Science, Statistics, Mathematics, or a related field; Masters preferred.

- 8+ years of experience in data science with a strong focus on model development and algorithm design in the retail domain such as Fashion or CPG.

- Strong communication and requirement gathering skills from business and product teams is a must with capability of understanding complex business problems and designing right ML solutions.

- Must have deep understanding of at-least couple of Retail/CPG use cases such as customer segmentation, recommendations, demand forecasting, sentiment analysis, inventory optimization, promotion uplift modeling, campaign analysis, churn prediction etc.

- Proficiency in programming languages such as Python or R, and experience with data manipulation libraries (e., Pandas, NumPy).

- Expertise in machine learning frameworks (e., TensorFlow, PyTorch, Scikit-learn) and statistical analysis.

Nice to have :

- Time series models (Prophet, XGBoost, LSTM for Azure ML).

- Model performance tracking and retraining strategies using Azure ML.

- Exposure to AI based solutions in areas of Search, product meta-data generation or discovery.

Core Competencies :

- Strong problem-solving skills with a proactive approach to optimization.

- Excellent communication skills and ability to collaborate across global teams and time zones.

- Experience in designing and implementing Data Science best practices and frameworks.