Generative AI Engineer

Dentsu International Americas, LLC; United States; Remote; USD 78,000 - 111,000; Full time

Benefits offered by this job

Permanent contract

Flexible schedule

Certifications plan

Home Office support

Health insurance

OMEGA in action

Job summary

Omega CRM is seeking an AI/Cloud Full Stack Developer to design, build, and deploy AI-driven customer experience solutions. You will work on LLM-based agents with tool calling, memory, and orchestration, and manage pipelines for embeddings, vector databases, and RAG evaluations.

The role emphasizes production readiness on AWS Bedrock/AgentCore with IaC and secure backends. You will integrate APIs, authentication, and internal systems, while ensuring observability, cost control, latency, and

Qualifications

• Experience taking LLMs and agents into production.
• Strong command of RAG: chunking, embeddings, vector search, evaluation.
• Backend in Python/TypeScript; frontend with React.
• Security: OAuth/OIDC, secrets management, per-user permissions.
• Experience with Model Context Protocol (MCP).
• LLM observability (Langfuse) and automated evaluation.

Responsibilities

• LLM-based agents: design and development with tool calling, memory, orchestration.
• Documentation and information retrieval: pipelines with embeddings, vector DBs, RAG, evaluation.
• AWS solutions: deployment and operations on Bedrock and AgentCore using IaC.
• Full stack development: APIs, integrations, authentication, UI, MCP/API integrations.
• Measure and improve observability, costs, latency, and response quality.

Skills

Python

TypeScript

React

AWS Bedrock

AgentCore

Pulumi

MCP

vector databases

Langfuse

Datahub

LLMs

Tools

Pulumi

Langfuse

DataHub

Job description

Job Description:

Omega CRM is a Merkle & Dentsu company, leader in development of Customer Experience services, with +20 years of experience in the use of Technology applied to Marketing and providing a unique Customer Relationship with mainly focus on Innovation is looking for a AI / Cloud Full Stack Developer.

We are building artificial intelligence solutions for customer-facing teams: assistants and agents that query data, reason over it, and help make day-to-day decisions, among other tasks.

We are looking for a full stack developer experienced with LLMs and AWS to design, build, and deploy these solutions into production.

What You Will Do

• LLM-based agents: Design and development with tool calling, memory, and orchestration.
• Documentation and information retrieval: Pipelines with embeddings, vector databases, RAG, and response quality evaluation.
• AWS solutions: Deployment and operations on Amazon Bedrock and AgentCore, using infrastructure as code.
• Full stack development and integrations: Backend (APIs, integrations, authentication), user interface, and integration with internal systems via MCP and APIs.
• Measure and improve: Observability, costs, latency, and response quality.

Skills & Experience

• Python, TypeScript, React, AWS (Bedrock, AgentCore, Lambda, DynamoDB, S3), Pulumi, MCP, vector databases, Langfuse, Datahub.
• Demonstrable experience taking LLMs and agents into production (not just prototypes).
• Strong command of RAG: chunking, embeddings, vector search, and evaluation.
• Solid knowledge of AWS, particularly Bedrock and AgentCore.
• Cloud development experience: serverless, containers, IAM, networking, and CI/CD.
• Infrastructure as Code with Pulumi.
• Familiarity with backends in Python and/or TypeScript, and frontends built with a modern framework (React or similar).
• Security best practices: OAuth/OIDC, secrets management, and per-user permissions.
• Experience with Model Context Protocol (MCP).
• LLM observability (Langfuse or similar) and automated evaluation.
• Strong comprehension and analytical skills.
• Very fast adaptation to emerging developments and tools.
• Highly proactive mindset: proposes ideas rather than waiting for instructions.
• Sufficient experience to communicate in business terms and explain technical decisions to non-technical stakeholders.
• Strong critical judgment regarding AI: uses it as a tool and critically validates its outputs.
• Ability to understand the business model and the broader purpose of the work being done.

Knowledge of Salesforce as a plus.

• Oral and written fluent in English (+B2+)

WHAT DO WE OFFER

• Permanent contract.
• Flexible Schedule. We make it easy. Balance your professional and personal life.
• Certifications plan. Improve your skills and get the official certificate from our main partners.
• Home Office. You decide and we support you.
• Flexible retribution (public transport ticket, Ticket restaurant, …).
• Health insurance.
• OMEGA in action. Our commitment to a better society is not just an intention
• Professional development: Evolve, grow and get where you want to go.

About us

Omega CRM, a Merkle Company, is a global digital company specialising in accelerating the Business Experience (BX) of our clients through customer-centric solutions, technology, and data – all enhanced by AI.

Together with Merkle, we form the largest Customer Experience Management (CXM) agency in Spain, and as part of the dentsu group, we offer end-to-end solutions that integrate media, creativity, content, technology, and strategy to deliver real business impact.

With over 23 years of experience, a team of 580+ professionals from 24 nationalities, and 2,500+ certifications, Omega CRM is a recognised leader in the Salesforce ecosystem in Spain.

We operate across key industries including Retail, Healthcare, Pharma, Real Estate, Education, and Non-Profit, delivering omnichannel experiences in Customer Service, eCommerce, Marketing, and Analytics.

Client satisfaction is at our core (rating: 4.9/5), and we’ve been recognised with awards such as Salesforce Partner of the Year FY23 and Most Innovative Project (Iberia).

At Omega CRM, we believe in growth through people – guided by our values: #Talent, #Flexibility, #Commitment, and #Innovation. We grow #Together.

#OMEGA #LI-REMOTE

Location:

Remote - Spain

Brand:

Omega

Time Type:

Full time

Contract Type:

Permanent