At a Glance
- Tasks: Drive marketing effectiveness through data collection, analysis, and modelling.
- Company: Leading pharmaceutical client with a focus on innovation.
- Benefits: Competitive daily rate, hybrid working, and flexible remote options.
- Other info: 6-month contract with strong potential for career growth.
- Why this job: Make a real impact in marketing with advanced data science techniques.
- Qualifications: Expertise in Python, R, and marketing mix models required.
Leading pharmaceutical client now requires a Senior Data Scientist to drive marketing effectiveness via marketing mix modelling and other models. This role will oversee data collection, extraction, manipulation, analysis and validation ensuring data is ready for modelling. You will work closely with the Data Science team to build base models according to project specifications and ensure the robustness and validity of those models.
Requirements:
- Strong experience developing and implementing marketing mix models.
- Expert in Python and previous experience with R programming and ideally with MMM models.
- Strong experience with PyMC is essential.
- Experience with regression-based models in an MMM context.
- Strong understanding of statistical modelling / Machine Learning techniques.
- Experience with probabilistic programming and Bayesian methods.
- Good working knowledge of cloud-based data science frameworks.
This is a 6 month contract position which provides a daily rate of £688 (Inside IR35). In terms of working structure, this role is hybrid with one day per week in their London office and the rest remote.
MMM, Python, PYMC Bayesian Data Scientist in City of London employer: Ventula Consulting Limited
As a leading pharmaceutical client, we pride ourselves on fostering a collaborative and innovative work culture that empowers our employees to excel in their roles. With a strong focus on professional development, we offer numerous growth opportunities and the chance to work with cutting-edge data science techniques in a hybrid environment that balances remote flexibility with valuable in-office collaboration in London. Join us to make a meaningful impact in the field of marketing effectiveness while enjoying competitive compensation and a supportive team atmosphere.
Contact Details:
Ventula Consulting Limited Recruitment Team
StudySmarter Expert Advice🤫
We think this is how you could land MMM, Python, PYMC Bayesian Data Scientist in City of London
✨Tip Number 1
Network like a pro! Reach out to your connections in the data science field, especially those who have experience with marketing mix modelling. A friendly chat can lead to insider info about job openings or even a referral.
✨Tip Number 2
Show off your skills! Create a portfolio showcasing your projects, especially those involving Python and Bayesian methods. This will give potential employers a taste of what you can do and set you apart from the crowd.
✨Tip Number 3
Prepare for interviews by brushing up on your technical knowledge. Be ready to discuss your experience with regression models and how you've applied them in real-world scenarios. Practice common interview questions related to data science and MMM.
✨Tip Number 4
Don't forget to apply through our website! We’ve got loads of opportunities that match your skills. Plus, applying directly can sometimes give you a better chance of getting noticed by hiring managers.
We think you need these skills to ace MMM, Python, PYMC Bayesian Data Scientist in City of London
Some tips for your application 🫡
Tailor Your CV:Make sure your CV is tailored to the role. Highlight your experience with marketing mix models and Python, as these are key for us. Use specific examples that showcase your skills in data collection, manipulation, and analysis.
Craft a Compelling Cover Letter:Your cover letter is your chance to shine! Explain why you're passionate about this role and how your background aligns with our needs. Don’t forget to mention your experience with Bayesian methods and regression-based models.
Showcase Your Technical Skills:We want to see your technical prowess! Include any relevant projects or experiences that demonstrate your expertise in Python, R programming, and Pymc. If you’ve worked with cloud-based data science frameworks, make sure to mention that too!
Apply Through Our Website:Don’t forget to apply through our website! It’s the best way for us to receive your application and ensures you’re considered for the role. Plus, it shows you’re keen on joining our team at StudySmarter!
How to prepare for a job interview at Ventula Consulting Limited
✨Know Your Models Inside Out
Make sure you can discuss your experience with marketing mix models and regression-based models confidently. Be prepared to explain how you've implemented these in past projects, especially using Python and PyMC. This will show that you not only understand the theory but also have practical experience.
✨Brush Up on Bayesian Methods
Since this role requires a strong understanding of Bayesian methods, take some time to review key concepts and be ready to discuss how you've applied them in your work. You might even want to prepare a couple of examples where Bayesian techniques made a significant impact on your analysis.
✨Demonstrate Your Data Skills
Be ready to talk about your data collection, extraction, manipulation, and validation processes. Highlight any specific tools or frameworks you've used, especially cloud-based data science frameworks, as this is crucial for the role. Showing your hands-on experience will set you apart.
✨Prepare Questions for Them
Interviews are a two-way street! Prepare insightful questions about their current projects, team dynamics, and how they measure marketing effectiveness. This not only shows your interest in the role but also helps you gauge if the company is the right fit for you.
