Data Scientist with Marketing Mixed Modelling experience
On site
London, United Kingdom
Freelance
11-04-2025
Job Specifications
Data Scientist with Marketing Mixed Modelling experience
6 months Contract
Inside IR35Remote/1 day onsite a monthBankside
My client a top Global company are currently looking to recruit a Data Scientist with MMM experience to join their team on a 6-month contract basis. Please note if successful this position will need to set up via an Umbrella Company/PAYE. This Senior Data scientist required to work with our clients Data Science team to drive Marketing Effectiveness using Marketing Mix Modelling, Multi-Touch Attribution, and other models.
Responsibilities:
Oversee and be responsible for data collection including data extraction and manipulation, data analysis and validation.
Analyse all datasets to ensure that each KPI is understood, and data is ready for modelling.
Proficiency in using Excel/SQL/Python/Pandas to process, transform, create variables, and build models.
Build base models according to the project specification, incorporating all drivers of KPIs, providing rationale for variables selection, understanding coefficients and contributions.
Taking base models, oversee or build in additional improvements and progress the model towards finalisation
Create sales effect/ROI workbook,
Create response curves and optimisation charts
Budget allocation. Run scenarios required to answer client objectives for the purpose of forward looking optimization,
Validate models, identify areas of weakness, suggest and test possible improvements and ensure robustness and validity.
Requirements:
Proven experience in developing and implementing Marketing Mix Models
Be an expert in Python and familiar with R programming for MMM Models
Have in depth understanding of statistical modelling/ML techniques
Experience with Regression based models applied to the context of MMM modelling
Solid experience with Probabilistic Programming and Bayesian Methods
Be an expert in mining large & very complex data sets using SQL and Spark
Have in depth understanding of statistical modelling techniques and their mathematical foundations,
Have a good working knowledge of Pymc and cloud-based data science frameworks and toolkits. Working knowledge of Azure is preferred
Have a deep knowledge of a sufficiently broad area of technical specialism (Optimisation, Applied Mathematics, Simulation)
MS or PhD degree in Data Science, Computer science, applied mathematics, statistics, or another relevant discipline with a strong foundation in modelling and computer science is highly desirable
Carbon60, Lorien & SRG - The Impellam Group STEM Portfolio are acting as an Employment Business in relation to this vacancy.
About the Company
Lorien is a technology, transformation and telecom talent solutions specialist. We combine tech expertise with the scope, depth and breadth of large-scale talent solutions. Driven by both clients and candidates, covering Europe and the US, we work with all sectors, sizes and tech needs – from start-up to established, tech companies and those who use tech to propel them further - we work with them all. Our unique position in the market means we have the insight to create tailored solutions – keeping our clients ahead of t... Know more
Related Jobs
- Company Name
- Venturi
- Job Title
- Purview Data Consultant
- Job Description
- Microsoft Purview Data Consultant 2 Months Contract Part-Time (1-2 Days per week) Fully Remote (Outside IR35) Role Overview: We are seeking an experienced Information Protection Consultant with deep expertise in Microsoft Purview, Unstructured Data, Data Loss Prevention (DLP), and Insider Risk Management to join our client on a Part-Time consulting contract. The successful candidate will support two projects, advisory and delivery-focused aimed at strengthening their data governance and security posture through Microsoft technologies. Key Responsibilities: Provide strategic guidance and best practice support across: Auto-labelling within Microsoft Purview and its practical implementation Review and development of DLP use cases, including sanity-checking pre-existing ones Best practices for verifying labelled data against defined use cases Advisory support on Insider Risk Management, tailoring it to the client’s context Lead a comprehensive Discovery engagement to assess and plan for a Microsoft Purview pilot implementation. Activities include: Facilitate workshops to gather requirements and define project objectives around labelling and DLP Identify pilot users and relevant device types (incl. OS variations) Map out current file repositories and sensitive information sources Define manual and automatic labelling strategies and DLP settings Establish Insider Risk Management objectives and criteria Document gaps and improvement areas within the current environment Provide informal knowledge transfer on labelling approaches and user adoption strategies Required Skills and Experience: Proven experience delivering Microsoft Purview, Unstructured Data, Information Protection, or Compliance solutions Strong knowledge of Data Loss Prevention (DLP) and Auto-labelling Hands-on experience with Insider Risk Management within Microsoft 365 Ability to facilitate workshops, capture requirements, and translate them into actionable plans Excellent client-facing and communication skills Ability to explain complex technical concepts to business and technical stakeholders Desirable: Microsoft Certifications in Security, Compliance, and Identity Experience working in consultancy or partner environments Familiarity with user adoption and change management best practices
- Company Name
- BMG - The New Music Company
- Job Title
- Data Analyst, Royalties, 12m FTC
- Job Description
- Come As You Are. As the great Kurt Cobain* once said, “Come as you are.” BMG is committed to providing equal employment opportunities and we celebrate diversity in all forms. Equal opportunity runs deep in our core value of fairness and we are determined to create a truly inclusive work environment, where everyone can flourish. If you’re good at what you do, come as you are. All applicants to BMG will receive equal treatment regardless of age, disability, gender identity or expression, marital or civil partner status, pregnancy or maternity, race, color, nationality, ethnic or national origin, religion or belief, sex or sexual orientation.*BMG is the proud representative of Kurt Cobain’s publishing catalogue, including the 1992 single ‘Come As You Are’ Data Analyst (Royalties) - Royalties / Finance Project (12m FTC) Join our Music Royalties team to assist with the delivery of a key strategic project. In this role, you will be responsible for ensuring the accuracy, consistency and completeness of royalty-related data across multiple platforms. This is an excellent opportunity for individuals passionate about data management in the music industry who are ready to contribute to the evolution of our royalties processes. Key Responsibilities Data Migration Strategy: Work with other members of the project team to develop the strategy and approach to the data cleaning of historic royalty data held in core systems. Data Validation and Cleansing: Review and validate royalty data with core BMG royalty system ensuring all information is accurate, consistent, and free of errors. . This includes checking royalty earnings, artist details, and contract information. Data Correction: Identify and resolve discrepancies in royalty data between systems. Collaborate with internal teams specifically Finance to address issues as needed. Data Migration and Integration: Assist in the migration of royalty data between systems, ensuring proper data formatting and alignment with other platforms and databases in line with project strategy. Reporting and Documentation: Prepare reports for the Project Manager to update on progress of data cleansing and migration. Maintain detailed records of data-cleansing activities for auditing and reference purposes. Collaboration with Cross-Functional Teams: Work closely with the local royalty, Finance and Technology teams to ensure data is properly integrated and royalty calculations are accurate. Process Improvement and Automation: Identify opportunities to streamline data cleansing processes, enhance data accuracy, and reduce errors in royalty distribution. Additional: Take part in E2E testing of key systems post migration to ensure accuracy and assist in any reconciliation activity. Your Profile Proven experience in data management or data cleansing, preferably in the music industry or entertainment sector. Proven experience with music royalty systems, rights management, and metadata management ideally in the music industry. Understanding of music publishing and / or recording contracts. Proficiency in Microsoft Excel (pivot tables, formulas, data manipulation) is required. Experience with database management tools or royalty software is a plus. Basic knowledge of SQL or data processing tools (e.g., Python, R) is a plus but not mandatory. Attention to Detail: Exceptional ability to spot discrepancies, ensure data consistency, and maintain a high level of accuracy. Now, what's in it for you? 25 days pro-rated annual leave, plus 3 days between Christmas & New Year and an extra day for your birthday! Flexible working opportunities Subsidised gym membership Private Health Insurance Competitive pension scheme All parents, regardless of gender or sexual orientation, will receive 6 months of fully paid parental leave Annual gig allowance Artist showcases Cycle to work scheme Season Ticket Loan Workplace Nursery Scheme Access to our Employee Assistance Programme Give As You Earn Scheme A fun and sociable office environment Are you interested? Follow the link to apply
- Company Name
- Response Informatics
- Job Title
- Data Architect
- Job Description
- Experience Required: 15+ years of proven experience in the Software industry 3+ years of proven experience working as a MS Fabric solution architect (end to end) SQL Server Business Intelligence Development Studio, SSRS, SSIS, SQL Server, Visual Studio, and currently specializing in Azure Data Factory, Azure Databricks, Azure Synapse Analytics, Microsoft Fabric, and PySpark. on Azure cloud Creation of architecture and design documents for Fabric -Design will cover all Microsoft Fabric Design areas including Governance, Security, Administration, DevOps, Usability, Performance and scale and Billing and cost management. Workspace and capacity configuration will also be defined as part of the design. Creation of architecture and design documents for Purview Governance - Non-functional Design for Purview Governance Capacity Deployment Design Review & Sign-off - design playback, quality assurance, amendments and changes to ensure full alignment with customer requirements. Must have handled end-to-end architectural responsibilities from solution design, data migration planning, capacity planning, application security, process orchestration, application and data integration etc. Fabric Landing Zone Deployment Fabric Access Control Fabric Tenant Settings Logging & SIEM Integrations Fabric Networking
- Company Name
- European Tech Recruit
- Job Title
- Multimodal AI Researcher - PhD / Machine Learning / Python / C++
- Job Description
- Multimodal AI Researcher - PhD / Machine Learning / Python / C++ We're searching for a Multimodal AI Researcher to join out client on an initial 6 month contract working on a hybrid model in Surrey. This is a 6 month contract that would suit either a PhD student looking for an internship or a PhD graduate seeking a 6 month contract. As a Multimodal AI Researcher, you will: Drive innovation by developing cutting-edge solutions to real-world problems in on-device audio-visual AI. Proactively propose and prototype novel research ideas, factoring in practical constraints. Contribute to the development of complex AI systems, transforming research concepts into production-ready software. Apply software engineering best practices across both research and development phases. Effectively communicate research findings through technical reports and/or academic publications. Required skills: Recent graduate or currently pursuing a Ph.D. in Machine Learning/AI, Computer Science/Engineering, Mathematics, Statistics, or a related field. Strong foundational knowledge in machine learning and artificial intelligence. First-author publications in top-tier ML/AI conferences or journals (e.g., CVPR, ICCV, NeurIPS, ICML, ICLR, ICASSP, INTERSPEECH, IEEE TPAMI, IEEE IoT, IEEE TNNLS, JMLR, or similar). Hands-on machine learning experience in at least one of the following areas: Multimodal LLMs (audio and/or video) Contrastive learning (e.g., multimodal feature alignment) Model compression techniques (e.g., quantization, pruning, knowledge distillation) Proven success in: Software development using Python and/or C/C++ Working with ML frameworks such as PyTorch and/or TensorFlow Writing clear and thorough documentation Using standard software engineering tools and practices (e.g., Git) Strong communication and collaboration skills with a results-driven mindset Excellent problem-solving and debugging abilities Preferred skills: Background in multimodal emotion recognition and foundational facial models Experience with multi-task learning and deception detection Demonstrated ability to build sophisticated training and inference pipelines Knowledge of embedded and/or distributed ML tools and methodologies Experience in optimizing and profiling AI pipelines for performance Contributions to open-source machine learning libraries If this sounds interesting and you'd like to learn more, click the link below to apply or email me with a copy of your CV on smouland@eu-recruit.com By applying to this role you understand that we may collect your personal data and store and process it on our systems. For more information please see our Privacy Notice (https://eu-recruit.com/about-us/privacy-notice/)