Forward Deployed AI Engineer
Role summary
Concentrate provides a unified OpenAI-compatible API for accessing and managing various AI models. This remote Forward Deployed AI Engineer role is a hands-on position focused on solving customer LLM infrastructure and deployment challenges. Responsibilities include debugging production issues across applications, AI APIs, and infrastructure, building scalable product features, and optimizing AI performance and costs. The role requires strong technical ability, customer interaction skills, and experience with backend systems, AI APIs, and cloud platforms. Experience with Python, TypeScript, PostgreSQL, Redis, AWS, Docker, Kubernetes, Terraform, and CI/CD is expected.
Concentrate provides one OpenAI-compatible API to access, route, and manage models across leading AI providers and open-source models through a single endpoint. We help teams save time, lower token spend with credits back from our bulk purchasing power, improve reliability, and avoid vendor lock-in.
Supported by top-tier VCs. This is a remote role.
You'll work directly with customers to solve LLM infrastructure and deployment problems, while also building the product and platform capabilities that make those solutions scalable. This is a highly hands-on role for someone who is technical, pragmatic, and excited to operate across customer work, engineering, and product at an early-stage AI API company.
What You'll Do
- Work closely with customers to understand LLM deployment needs and solve technical problems in production
- Debug issues end to end across application behavior, AI API integrations, infrastructure, and model and provider performance across OpenAI, Anthropic, Gemini, and open source models
- Build product features, internal tools, and platform improvements based on patterns you see in the field
- Improve multi-provider routing, LLM reliability, AI observability, latency, and token cost efficiency across multiple LLM providers
- Help customers reduce AI infrastructure costs, navigate rate limits, and architect for provider failover and redundancy
- Partner closely with founders on customer deployments, product direction, and technical strategy
What We're Looking For
- Strong technical ability and high ownership
- Strong debugging instincts across backend systems, AI APIs, infrastructure, and customer environments
- Experience working with or around LLM APIs, model routing, or AI spend management is a strong plus
- Comfort working directly with customers and operating in ambiguity
- Startup experience or experience in fast-moving, high-ownership environments
- Experience with some of: Python, TypeScript/Node.js, PostgreSQL, Redis, AWS, Docker, Kubernetes, Terraform, and CI/CD workflows
- Clear written and verbal communication skills
- Fluent English required
Bonus
- Experience with LLM gateways, AI gateway architecture, or enterprise AI infrastructure
- Familiarity with zero data retention, PII redaction, or AI compliance requirements
- Experience with LLM cost optimization, token spend analysis, or provider discount structures
- Experience in forward deployed, solutions, or customer-facing technical roles
- Early startup experience
- Interest in growing into broader technical leadership over time
Salary Range:
$200K-$300K cash compensation + strong equity
Equal Opportunity & Fair Chance Notice
Concentrate AI is an affirmative action and equal opportunity employer. We are committed to providing equal employment opportunities and do not discriminate in recruiting, hiring, training, promotion, or other employment practices on the basis of race, color, sex, age, religion, national origin, ancestry, protected veteran status, disability, sexual orientation, gender identity or expression, genetic information, or any other status protected by applicable law.
Qualified applicants with arrest and conviction records will be considered in accordance with the San Francisco Fair Chance Ordinance and applicable state and local laws.
California Privacy Notice
California residents may contact privacy@concentrate.ai for additional information regarding how we collect, use, and disclose personal information during the job application process.
Recruitment Agency Notice
Concentrate AI does not accept unsolicited resumes from recruitment agencies and is not responsible for any fees related to unsolicited submissions.
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