Full Stack AI Engineer, Associate
Locations: Mexico City, Mexico
Overview of Technology roles
At BlackRock, technology has always been at the core of what we do – and today, our technologists continue to shape the future of the industry with their innovative work. We are not only curious but also collaborative and eager to embrace experimentation as a means to solve complex challenges. Here you’ll find an environment that promotes working across teams, businesses, regions and specialties – and a firm committed to supporting your growth as a technologist through curated learning opportunities, tech-specific career paths, and access to experts and leaders around the world.
Job description
About this role
Your team
Technology & Development Operations sits within Platform Ecosystem & Artificial Intelligence (AI) Engineering, part of BlackRock’s Platform Enablement organization. We build production software and reusable engineering patterns that modernize workflows across Business Operations and Client Services. The team partners closely with Aladdin Engineering and other technology teams to deliver full-stack AI applications, intelligent document processing, retrieval-augmented generation, workflow automation, and data-driven operational tools. We focus on turning validated ideas into secure, reliable, and reusable production capabilities rather than isolated demonstrations.
Your role and impact
As a Full-Stack AI Engineer, you will turn complex operational problems into well-designed software across the user-interface, backend, data, and AI layers. Your work may include React and TypeScript experiences, Python application programming interfaces (APIs), orchestration services, document-processing pipelines, semantic and vector retrieval, large language model (LLM) workflows, and the production controls needed to operate these systems responsibly. You do not need to be a machine-learning researcher. We are looking for a strong software engineer who knows how to make AI capabilities useful, testable, secure, and reliable for real users.
Your responsibilities
In every role at BlackRock, you'll be expected to apply sound judgement and critical thinking to solve complex problems, adapt as the business evolves, and combine the curiosity to explore new approaches and technologies with the rigor to challenge the results. The scope of this role also includes the following responsibilities:
- Design, build, test, and deploy full-stack applications using Python and modern JavaScript or TypeScript frameworks, supported by automated testing and AI evaluations covering correctness, grounding, reliability, and failure cases.
- Develop backend APIs, orchestration services, and application data models for interactive and long-running workflows using relational and non-relational databases.
- Build user-facing review and approval experiences that integrate governed language-model, document-intelligence, embedding, semantic-search, vector-search, and source-grounded generation capabilities.
- Apply secure software-delivery practices, including continuous integration and continuous delivery (CI/CD), logging, monitoring, troubleshooting, and disciplined validation of AI-assisted code.
- Partner with domain experts, Aladdin Engineering, and other technology teams to understand workflows, identify appropriate automation, and integrate applications with shared platforms and services.
- Create reusable components, engineering patterns, and documentation that make future applications faster, safer, and easier to maintain.
Your experience
- Four or more years of professional software-engineering experience building and shipping applications, supported by a bachelor’s degree in Computer Science, Engineering, or a related quantitative field, or equivalent practical experience.
- Strong Python programming skills and experience developing backend services, designing APIs, testing software, using Git and code review, supporting continuous delivery, and deploying applications in cloud or managed-platform environments.
- Experience with JavaScript or TypeScript and a modern frontend framework such as React or Angular, along with working knowledge of Structured Query Language (SQL), data modeling, and application databases.
- Hands-on experience building LLM capabilities such as retrieval-augmented generation (RAG), structured extraction, tool use, prompt workflows, or AI evaluation, with sound judgment when using AI-assisted development tools and familiarity with responsible-AI controls and observability.
- Ability to break down ambiguous problems, evaluate technical options, and communicate recommendations clearly in professional English and Spanish.
- Preferred experience with Azure-based storage, database, document-intelligence, and search services, including unstructured-document processing, hybrid retrieval, embeddings, vector databases, reranking, and retrieval evaluation.
- Preferred familiarity with asynchronous or batch-processing pipelines, Open Container Initiative (OCI) container image packaging and runtime, enterprise-grade container orchestration platforms supporting declarative infrastructure and horizontal scaling, Infrastructure as Code, traditional natural-language processing, custom model deployment or fine-tuning, and regulated financial or operational workflows.
Our benefits
To help you stay energized, engaged and inspired, we offer a wide range of benefits including a strong retirement plan, tuition reimbursement, comprehensive healthcare, support for working parents and Flexible Time Off (FTO) so you can relax, recharge and be there for the people you care about.
Our hybrid work model
BlackRock’s hybrid work model is designed to enable a culture of collaboration and apprenticeship that enriches the experience of our employees, while supporting flexibility for all. Employees are currently required to work at least 4 days in the office per week, with the flexibility to work from home 1 day a week. Some business groups may require more time in the office due to their roles and responsibilities. We remain focused on increasing the impactful moments that arise when we work together in person – aligned with our commitment to performance and innovation. As a new joiner, you can count on this hybrid model to accelerate your learning and onboarding experience here at BlackRock.
Guidance on AI use for candidates
At BlackRock, AI has long been part of how we work – enhancing decision-making, improving operations, and helping us deliver better outcomes for clients. We encourage candidates to use AI thoughtfully to learn, prepare, and work more effectively; but during our interview process, we want to focus on getting to know you through your own experiences, thinking, and judgment. To support you, we’ve provided guidance on when and how to use AI during our hiring process so you can approach each step with confidence and showcase your best self.
About BlackRock
At BlackRock, we are all connected by one mission: to help more and more people experience financial well-being. Our clients, and the people they serve, are saving for retirement, paying for their children’s educations, buying homes and starting businesses. Their investments also help to strengthen the global economy: support businesses small and large; finance infrastructure projects that connect and power cities; and facilitate innovations that drive progress.
This mission would not be possible without our smartest investment – the one we make in our employees. It’s why we’re dedicated to creating an environment where our colleagues feel welcomed, valued and supported with networks, benefits and development opportunities to help them thrive.
To learn more about BlackRock, please visit Careers.BlackRock.com. We also encourage you to get to know us on LinkedIn, Instagram, YouTube, X, and TikTok.
BlackRock is proud to be an Equal Opportunity Employer. We evaluate qualified applicants without regard to race, color, national origin, religion, sex, sexual orientation, gender identity, disability, protected veteran status, and other statuses protected by law.
BlackRock will consider for employment qualified applicants with arrest or conviction records in a manner consistent with the requirements of the law, including any applicable fair chance law.R266563
BlackRock Principles
We look to hire people that will embody our BlackRock Principles:
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We are a fiduciary to our clients.
This is the bedrock of our identity; it reflects our integrity and the unbiased advice we give our clients.
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We are One BlackRock.
We work collaboratively to create the best outcomes for our clients, our firm and the communities where we operate.
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We are passionate about performance.
We are relentless in innovating and finding better ways to serve our clients and improve our firm.
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We take emotional ownership.
We have a deep sense of responsibility to our clients and to each other.
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We are committed to a better future.
We are long-term thinkers, focused on helping people build a better tomorrow.
Career path
We recognize that our technologists benefit from a tailored approach to navigating and advancing their careers in the ways they envision. Our tech career paths are specifically built to support vertical and horizontal trajectories – including Enterprise Leadership (team manager) and Tech Leadership (individual contributor) ‘tracks’ as well as various other career moves.
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Engineer I (Analyst)
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Engineer II/III (Associate)
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Senior Engineer I/II (Vice President)
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Lead Engineer
(Vice President)Engineering Team Manager
(Vice President) -
Principal/Sr. Principal
Engineer (Director)Engineering Team Director/ Sr. Engineering Team Director -
Managing DirectorManaging Director
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TECH
LEADERSHIPENTERPRISE
LEADERSHIP
Benefits
We care about your overall well-being and design our benefits package to support you in various aspects of your life.
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Financial well-being
We offer resources designed to help you build a sound financial future for you and your family, like retirement savings plans and tuition reimbursement.
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Pay for performance
Our pay-for-performance philosophy includes a base salary and a discretionary annual bonus.
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Physical well-being
Our healthcare plans and resources help you focus on your physical health, so you and your family can feel your best.
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Emotional well-being
We support our people's mental health and emotional well-being by providing access to an Employee Assistance Program and a network of Mental Health Ambassadors.
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Life management
You'll be able to focus on moments that are important to you with benefits designed to support life in and outside of work with Flexible Time Off, parental leave and more.
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