--- title: 'Data Scientist - Future Opportunity / Talent Pool at Monks' canonical: 'https://feeny.ai/job/data-scientist-future-opportunity-talent-pool-monks-bogota-60j7cer6xtfh' type: 'job' last_seen: '2026-11-07' --- # Data Scientist - Future Opportunity / Talent Pool at Monks - **Company:** Monks - **Location:** Bogotá, Colombia - **Posted:** 2026-11-05 - **Last confirmed live:** 2026-11-07 - **Apply:** https://www.monks.com/careers/6250670004/job?gh_jid=6250670004 ## Job description Please note that we will never request payment or bank account information at any stage of the recruitment process. As we continue to grow our teams, we urge you to be cautious of fraudulent job postings or recruitment activities that misuse our company name and information. Please protect your personal information during any recruitment process. While Monks may contact potential candidates via LinkedIn, all applications must be submitted through our official website ([monks.com/careers](http://monks.com/careers)). Please note: This job post is intended for future opportunities and talent pool building purposes only. We are not actively hiring for this position at the moment, but we’d love to connect with talented professionals who may be a great fit for upcoming opportunities at Monks. Title: Semi-Senior Data Scientist Job Family/Job Family Group: Data & Analytics Job Level: Mid-Senior Level (Semi-Senior) ## About the Role As a Semi-Senior Data Scientist, you will help develop and maintain our data infrastructure and visualization layers for digital marketing and advanced media performance analytics, collaborating closely with Analytics, Data Science, and Solutions Engineering teams. In this role, you will bridge the gap between raw data and decision-ready insights by building robust pipelines, warehouse layers, and interactive dashboards to measure cross-channel media effectiveness across leading global brands. We are looking for someone who is curious, technically rigorous, highly collaborative in cross-functional environments, and passionate about turning complex data streams into strategic, actionable business recommendations. Responsibilities: - Build and maintain scheduled ingestion pipelines to extract spend, impression, and conversion data from major media platform APIs (Google Ads, YouTube, Meta, TikTok, LinkedIn) and first-party sources into BigQuery. - Design and manage the BigQuery data warehouse layer, implementing partitioning, clustering, and incremental models to ensure modeling datasets remain reproducible and query-efficient. - Develop robust transformation logic that cleans, normalizes, and joins cross-platform data into modeling-ready tables for Marketing Mix Modeling (MMM) frameworks and geo/matched-market experiments. - Implement rigorous data quality controls, schema validations, freshness checks, and anomaly detection alerts to capture failures and data drift proactively. - Integrate and maintain Data Manager APIs and GA4-to-BigQuery pipelines to strengthen first-party signal ingestion across the measurement architecture. - Manage supporting cloud infrastructure (scheduling, service accounts, access controls, cost monitoring) while documenting lineage and operational runbooks. - Build and maintain interactive reporting dashboards (Looker Studio, Looker, GA4 Omni Insights) that present media performance metrics, measurement results, and test readouts. - Deliver serving and visualization layers that translate MMM, incrementality, and geo-test outputs into decision-ready business views. - Collaborate with internal and client-facing teams as a consultative resource, using data visualization techniques to articulate complex data models and foster data-driven experimentation roadmaps. ## About You The essentials: - Bachelor’s degree in Computer Science, Systems Engineering, Mathematics, Statistics, Physics, or a related quantitative field. - 2+ years of hands-on experience in data engineering, analytics engineering, or data warehousing. - Proven proficiency in Google Cloud Platform (GCP), specifically Google BigQuery, Cloud Composer/Airflow, and GCP security and access controls. - Strong programming proficiency in SQL and Python for data manipulation, cleansing, and transformation. - Hands-on experience extracting data from media platform APIs (Google Ads, Meta, TikTok, LinkedIn) and digital analytics platforms (GA4). - Experience building self-serve, interactive dashboards using Looker Studio, Looker, GA4 Omni Insights, or equivalent BI tools. - Collaborative mindset with a passion for continuous learning, knowledge sharing, and solving complex business challenges through analytics. - Advanced or fluent English communication skills (written and verbal) to collaborate with global, distributed teams and clients. Not a Must but a Plus: - Familiarity with Marketing Mix Modeling (MMM) frameworks (such as Meridian) and incrementality or geo-testing methodologies. - Hands-on experience building scalable ETL/ELT pipelines using tools like dbt, Apache Beam, Cloud Functions, or Pub/Sub. - Experience with infrastructure-as-code (e.g., Terraform) or certifications in multi-cloud environments (AWS, Microsoft Azure). - Ability to translate complex analytical architectures and advanced methodologies to non-technical stakeholders to guide strategic decisions. At Monks, we believe in fostering an environment where a diversity of perspectives can thrive. We proactively work to design hiring processes that promote equity and inclusion while mitigating bias. We celebrate diversity and are committed to building a team that reflects the communities we serve. We welcome and encourage qualified applicants from all backgrounds who are excited to contribute to our mission. ## About Monks Monks is the global, digital-first, data-driven, unitary operating brand of S4Capital plc, where our culture centers on how we show up for the work and for one another. That begins with the commitment to strive for mastery—taking deep pride in our craft and creating work that sets the bar. In everyday execution, we drive momentum by choosing bold action rather than waiting for certainty. Above all, our teams are stronger together, bringing diverse perspectives into a unified team that communicates with clarity, trust, and mutual respect. This commitment to craft and innovation translates directly into widespread industry acclaim: Monks was named a Contender in The Forrester Wave™: Global Marketing Services and a leader in the 2026 Gartner® Magic Quadrant™ for Global Digital Marketing Agencies. It ranks among Cannes Lions' Top 10 Creative Companies (2022-25) and remains the only partner featured in AdExchanger’s Programmatic Power Players list every year (2020-24). Named Adweek’s first AI Agency of the Year (2023) and The One Show’s inaugural AI Pioneer Organization (2025), Monks was also awarded Business Intelligence Group’s 2026 Excellence in Artificial Intelligence Award in the Human-Machine Interaction Team category. Additionally, Monks.Flow earned AI-based Marketing Solution of the Year at the 2026 AI Breakthrough Awards and a 2026 Global Generative AI Award in the Agentic Marketing Innovation category. Finally, Monks achieved a record-breaking number of FWAs and continues to hold the most of any partner. We are an equal-opportunity employer committed to building a respectful and empowering work environment for all people to freely express themselves amongst colleagues who embrace diversity in all respects. Including fresh voices and unique points of view in all aspects of our business not only creates an environment where we can all grow and thrive but also increases our potential to produce work that better represents—and resonates with—the world around us. ## About Monks ## Company Overview - **One-liner**: Monks is a global digital-first marketing, technology services, and consulting company that connects content, data, and digital media to help ambitious brands grow. - **Entity Type**: Public (Wholly owned subsidiary of S4 Capital plc, LSE: SFOR) - **Headquarters**: London, United Kingdom - **Founded**: 2001 - **Founders**: Wesley ter Haar, Gin Roberscheuten, Terrence de Kat (formerly Terrence Koeman) ## Core Business - **Primary industry/industries**: Advertising Services, Marketing & Technology Consulting, Digital Content Production - **Target customers**: B2B, primarily large Enterprises and global brands (Partners with 24 of BCG's 50 most innovative companies, including Netflix, Meta, HP, Dove, and Mondelēz) [monks.com] - **Mission or purpose statement**: To be a catalyst for change in the industry and communities through technological innovation, creativity, and impactful work, aiming to "win the decade" by making best-in-class work and being the best place to work. [monks.com/careers] ## Products & Services - **Monks.Flow (AI Platform)**: An AI-powered operating system designed to orchestrate marketing and technology into unified, intelligent systems for real-time brand management. [linkedin.com] - **Marketing Orchestration**: A service that boosts efficiency and creativity to accelerate marketing results at any scale. - **Glass Box Media**: A service offering total visibility and control for smarter, more impactful media investments. - **Technology Services**: Modernizing infrastructure, accelerating product and platform innovation, and delivering next-generation customer experiences. - **Content Production**: A global studio model blending strategy, talent, and production for effective content with cost savings. - **Data & AI Consulting**: Services focused on transforming data to fuel customer experience, including AI-powered tools for creative asset production. ## Market Standing - **Valuation/Market Cap**: Not publicly available for the subsidiary. Parent company S4 Capital plc has a public market cap. - **Key Metric**: Annual Revenue of **$1.5 Billion** (as per LinkedIn data) [linkedin.com] - **Notable Investors/Partners**: Parent company S4 Capital plc (Founded by Sir Martin Sorrell). Key Technology Partners include Salesforce, Meta, NVIDIA, Amazon Web Services (AWS), Google Marketing Platform, and Google Cloud. [monks.com/what-we-do] - **Growth Signals**: Despite a -6.4% YoY headcount decline (now 4,787 employees), the company maintains a massive global footprint across 62 countries. It is actively investing in its AI transformation, highlighted by the "Monks.Flow" platform. The company recently rebranded from MediaMonks to Monks in 2024, signaling a strategic shift. [linkedin.com] ## Competitive Advantages - **Scale & Global Reach**: Operates in 62 countries, giving it a unique ability to execute complex, global campaigns from a single P&L. [linkedin.com] - **AI-First Approach**: Has aggressively moved into AI-powered services, including training custom AI models for clients (e.g., Dove's Real Beauty campaign) and building its own AI operating system (Monks.Flow). [monks.com/what-we-do] - **"One P&L" Model**: Unlike traditional holding companies, Monks offers a unified, non-siloed approach to content, data, and media, which it markets as "foundationally different." [monks.com/careers] - **Premium Client Roster**: Partners with 24 of BCG's 50 most innovative companies, including tech giants like Meta, Netflix, and HP, creating a strong "halo effect" for talent and capabilities. [monks.com/what-we-do] ## Strategic Focus - **AI Acceleration**: The company's clear priority is embedding AI across its entire workflow ("from strategy to supply") and scaling its "always-on agents" to change how work is done. - **Winning the Decade**: Pushing to become the dominant digital partner for brands by unifying marketing and technology into one performance system. - **Radical Transparency**: A focus on data-driven performance and clear measurement, moving away from traditional opaque agency models. ## Why Work Here - **Culture of Innovation**: Describes itself as a "digital-first" powerhouse that is "disrupting the industry." The emphasis on AI and technology suggests a challenging, forward-looking environment for engineers and data scientists. [monks.com/careers] - **Diversity, Equity & Inclusion**: The company explicitly states a commitment to being a "catalyst for change" with a purpose-driven culture focused on DEI. [monks.com/careers] - **Global & Hybrid Work Environment**: With offices in over 30 cities globally (including London, New York, San Francisco, Amsterdam, Singapore, Buenos Aires, and Tokyo), the company offers significant opportunities for international exposure and likely supports a hybrid work model. [monks.com/careers, linkedin.com] - **Focus on Engineering & Tech**: With job postings for roles like "Fullstack Engineer," "Implementation Engineer," "Battery Test Engineer," and "AI Craft Director," the company is actively building its technical practice, offering opportunities to work on complex systems at scale. [linkedin.com] - **Warning**: The company states it will never ask for payment as part of the recruitment process. [monks.com/careers] ## Sources 1. [Monks Official Website](https://www.monks.com/) 2. [Monks Careers Page](https://www.monks.com/careers) 3. [Monks LinkedIn Profile](https://www.linkedin.com/company/monks) 4. [Monks "What We Do" Page](https://www.monks.com/what-we-do) 5. 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