Looking for a job

Mónica Soto

@mnicasoto

Message

I build AI and analytics tools that make teams work easier.

Mexico

Message

What I'm looking for

I’m looking to bring my analytics ownership and AI-powered, self-serve tooling to a forward-thinking, international team where technology is taken seriously—building from scratch, earning C-suite trust, and delivering workflows people actually rely on.

I’m an Analytics Scientist and Economist who’s genuinely motivated by making people’s work easier through data. I build things from scratch — data infrastructure, AI-powered tools, automated workflows — and I stay until they actually work for the people using them.

Across 5+ years in fintech, financial services, and manufacturing, I’ve learned to move fast in new domains, earn trust from C-suite stakeholders, and translate complexity into solutions teams want to keep using. At BITSO, I built analytics capabilities from zero for a business unit and delivered 4 foundational Looker Explores and 30+ dashboards that became daily-use tools.

I also developed an AI-powered self-serve analytics platform enabling 80+ stakeholders (including CEO, COO, and CFO) to independently query data and KPIs in natural language. I defined and standardized business metrics across 20+ revenue streams as the single source of truth, and supported leadership with automated dashboards and executive financial close reports—always with high autonomy and full analytics ownership.

Experience

Work history, roles, and key accomplishments

Analytics Scientist

Bitso

Jan 2024 - Jan 2026 (2 years)

Built analytics capabilities from zero for a business unit, delivering 4 Looker Explores and 30+ dashboards used daily by Finance, Sales, and Product. Developed an AI-powered self-serve analytics platform for 80+ executives, and defined standardized metrics across 20+ revenue streams to resolve cross-team discrepancies.

Looker LookML Dashboards Natural Language KPI Querying Data Infrastructure

Finance Analytics Specialist

Daimler

Jan 2022 - Jan 2024 (2 years)

Managed Oracle Hyperion ERP across 4 financial data cubes integrated with SAP to support multinational reporting. Built automated approval and reporting workflows in Power Automate, cutting response times by ~40% and creating audit trails for transactions over $10K USD.

Power Automate Workflow Automation Financial Reporting Enterprise Approvals Digital Transformation SharePoint LookML

Control Desk Trainee

COVAF

Jan 2021 - Jan 2022 (1 year)

Analyzed and validated investment fund data to ensure accuracy and regulatory compliance. Performed reconciliations and daily instrument reviews to identify and prevent discrepancies.

Regulatory Compliance Data Validation Reconciliations Risk & Controls

Organization Leader

SIAFI – AI Student Society

Jan 2019 - Jan 2021 (2 years)

Provided business and financial context to AI projects as the only Economics student in a engineering-focused student society. Led partnerships, curated internships, organized an annual Artificial Intelligence Week, and managed member selection and onboarding.

Stakeholder Management Partnership Development Member Onboarding Cross University Networking Leadership