Platform

Solutions

//01Financial ServicesBanks, lenders, payments //02InsuranceCarriers, brokers, insurtech //03GovernmentSovereign & public-sector AI //04Higher EducationUniversities & research //05HealthcareClinical & payer workflows

View all Solutions →

Customers Developers

Company //01AboutMission, origin & thesis //02TeamFounders, leadership & advisors //03CareersOpen roles & how we hire //04PressNews & media kit //05ContactTalk to our team

View all Company →

See the platform Talk to engineering →

000 / Forward Deployed Engineer. DELIVERY MEXICO CITY

- LEÓN HYBRID FULL-TIME

At Saptiva AI we are helping regulated enterprises move AI from idea to production. We are looking for Forward Deployed Engineers who work directly with customers to turn real problems into AI systems that are useful, adopted, and measurable. Apply for this role →

000 / Forward Deployed Engineer. DELIVERY MEXICO CITY

- LEÓN HYBRID FULL-TIME

At Saptiva AI we are helping regulated enterprises move AI from idea to production. We are looking for Forward Deployed Engineers who work directly with customers to turn real problems into AI systems that are useful, adopted, and measurable. Apply for this role →

001 / About the role

Own a use case from discovery to production. As an FDE, you will be responsible for taking a use case from discovery to production . You will work close to the customer, combining software engineering, product thinking, and the practical application of AI to design and deploy solutions that produce real business impact .

This is not a research role and it is not a delivery-from-afar role. The FDE lands inside the customer's team, builds the thing, and stays until it runs.

001 / About the role

Own a use case from discovery to production. As an FDE, you will be responsible for taking a use case from discovery to production . You will work close to the customer, combining software engineering, product thinking, and the practical application of AI to design and deploy solutions that produce real business impact .

This is not a research role and it is not a delivery-from-afar role. The FDE lands inside the customer's team, builds the thing, and stays until it runs.

002 / What you'll do

Embedded with customers. End-to-end ownership.

- Work embedded with customers (on-site, hybrid, or remote) to understand processes, data, and real business needs.
- Identify and prioritize use cases where AI can generate measurable value.
- Design, prototype, and deploy end-to-end solutions: data, models, evaluation, UI, and integration with existing systems.
- Support customer adoption with documentation, training, and handover.
- Collaborate with Product and Engineering to convert field learnings into platform improvements.
- Measure outcomes and help expand the relationship with new use cases.

002 / What you'll do Embedded with customers. End-to-end ownership.

- Work embedded with customers (on-site, hybrid, or remote) to understand processes, data,



and real business needs.
- Identify and prioritize use cases where AI can generate measurable value.
- Design, prototype, and deploy end-to-end solutions: data, models, evaluation, UI, and integration with existing systems.
- Support customer adoption with documentation, training, and handover.
- Collaborate with Product and Engineering to convert field learnings into platform improvements.
- Measure outcomes and help expand the relationship with new use cases.

003 / What we're looking for The shape of the engineer we hire.

- 3+ years of experience as an AI / Software Engineer building systems in production.
- Strong command of Python — not just notebooks — FastAPI, Pydantic, and experience with LLM orchestration frameworks.
- Working knowledge of GPU compute and machine learning lifecycle management (MLOps).
- Experience building end-to-end RAG solutions and familiarity with agents.
- Solid command of Docker, Kubernetes, Linux, and cloud or on-prem deployments.
- Ability to integrate enterprise systems via APIs, SQL, SSO / SAML, and common connectors.
- Ability to build a functional UI when needed.
- Excellent communication, ownership, and comfort with ambiguity.

003 / What we're looking for The shape of the engineer we hire.

- 3+ years of experience as an AI / Software Engineer building systems in production.
- Strong command of Python — not just notebooks — FastAPI, Pydantic, and experience with LLM orchestration frameworks.
- Working knowledge of GPU compute and machine learning lifecycle management (MLOps).
- Experience building end-to-end RAG solutions and familiarity with agents.
- Solid command of Docker, Kubernetes, Linux, and cloud or on-prem deployments.
- Ability to integrate enterprise systems via APIs, SQL, SSO / SAML, and common connectors.
- Ability to build a functional UI when needed.
- Excellent communication, ownership, and comfort with ambiguity.

004 / Plus Nice to have, not required.

- Prior experience in technical consulting, solutions engineering, sales engineering, or FDE roles.
- Experience in industries like banking, insurance, retail, manufacturing, energy, or government.
- Professional English.
- Experience with fine-tuning, LoRA, and evaluation of open-source models (Llama, Qwen, Mistral, etc).

004 / Plus Nice to have, not required.

- Prior experience in technical consulting, solutions engineering, sales engineering, or FDE roles.
- Experience in industries like banking, insurance, retail, manufacturing, energy, or government.
- Professional English.
- Experience with fine-tuning, LoRA,



and evaluation of open-source models (Llama, Qwen, Mistral, etc).

005 / What we offer A role that doesn't exist anywhere else.

- The opportunity to build from scratch how AI is deployed in regulated enterprises, with direct impact on real customers.
- Significant autonomy to decide, build, and ship solutions that move real business outcomes.
- Work close to the customer, with full visibility into the problem, the execution, and the result.
- A high-velocity environment where shipping, learning, and improving beats polishing slides and processes.
- The chance to define the playbooks, patterns, and standards that will become part of the company's DNA.
- Fast growth in a role that blends AI, software, product, and technical sales into a single function.

005 / What we offer A role that doesn't exist anywhere else.

- The opportunity to build from scratch how AI is deployed in regulated enterprises, with direct impact on real customers.
- Significant autonomy to decide, build, and ship solutions that move real business outcomes.
- Work close to the customer, with full visibility into the problem, the execution, and the result.
- A high-velocity environment where shipping, learning, and improving beats polishing slides and processes.
- The chance to define the playbooks, patterns, and standards that will become part of the company's DNA.
- Fast growth in a role that blends AI, software, product, and technical sales into a single function.

006 / Locations Where the role is based. We are currently hiring FDEs in two locations. Both are hybrid , with significant in-person time expected — close to the customer is the point of the role.

LOCATION 01

Mexico City

- CDMX

Our HQ and the main customer cluster — tier-1 banks, insurers, and federal government deployments. Most FDE engagements start here. CDMX

- HYBRID
- FULL-TIME

LOCATION 02

León

- Guanajuato

Regional hub covering Bajío enterprise customers — manufacturing, financial services, and state government. Hybrid with in-person customer time. LEÓN, GTO

- HYBRID
- FULL-TIME

006 / Locations Where the role is based. We are currently hiring FDEs in two locations. Both are hybrid , with significant in-person time expected — close to the customer is the point of the role.

LOCATION 01

Mexico City

- CDMX

Our HQ and the main customer cluster — tier-1 banks, insurers, and federal government deployments. Most FDE engagements start here. CDMX

- HYBRID
- FULL-TIME

LOCATION 02

León

- Guanajuato

Regional hub covering Bajío enterprise customers — manufacturing, financial services, and state government. Hybrid with in-person customer time. LEÓN, GTO

- HYBRID
- FULL-TIME

007 / Apply Ready to ship AI where it matters? Send a note with a concrete example of something you built that mattered and a sentence on why Saptiva AI specifically. A member of the team — not a recruiter — responds.

Apply

- [email protected] →

📌 Forward Deployed Engineer (León)
🏢 Saptiva AI
📍 León