Machine Learning Engineer – Generative AI
Henderson ScottAbout the role
Machine Learning Engineer – Generative AI
Location: Sunrise, Florida
Compensation: $120,000 - $160,000 per annum, plus bonus & benefits
Positions available: 2
Experience required: 8+ years
Interview process: In-person interviews in Sunrise, FL
We are hiring two experienced Machine Learning Engineers to help design, build and deploy production-grade Generative AI solutions for a leading global financial services organisation.
This is an excellent opportunity for an engineer with strong hands-on experience across Large Language Models, agentic AI and machine learning engineering. You will work across the full development lifecycle, from model selection and experimentation through to deployment, monitoring and optimisation in production.
What you’ll be doing
Design, develop and productionise Generative AI applications powered by open-source and proprietary LLMs
Build agentic workflows and orchestration solutions using LangChain and LangGraph
Develop machine learning models and scalable, production-ready AI services
Implement short-term and long-term memory strategies for LLM-based systems
Design and manage state-management patterns for multi-step AI workflows
Optimise prompts, retrieval pipelines and orchestration logic
Evaluate and integrate models including OpenAI, Anthropic, Llama and Mistral
Deploy, monitor and maintain AI and ML systems in production
Collaborate with product, engineering and platform teams to deliver secure and scalable solutions
What we’re looking for
8+ years of experience across machine learning, data science or AI engineering
Strong commercial experience developing solutions with Large Language Models
Hands-on expertise with LangChain and/or LangGraph
Advanced Python development skills
Experience building and deploying machine learning models
Strong understanding of LLM memory architecture, state management and agentic workflows
Knowledge of prompt engineering, retrieval pipelines and AI orchestration
A solid understanding of ML engineering and production software development practices
Desirable experience
Experience with Google Cloud Platform, particularly Vertex AI, BigQuery and Google Cloud Storage
Experience deploying GenAI or machine learning applications into production environments
Knowledge of scalable cloud-based AI architectures
Experience supporting AI systems within a complex enterprise environment
Important interview requirement
The interview process is strictly in person in Sunrise, Florida. Virtual interviews cannot be accommodated, so applicants must be able to attend on-site.
If you are an experienced Machine Learning Engineer with strong expertise in LLMs, Generative AI, Python and agentic frameworks, please apply with your latest résumé or contact me directly for a confidential discussion.
Responsibilities
- Design, develop and productionise Generative AI applications powered by open-source and proprietary LLMs
- Build agentic workflows and orchestration solutions using LangChain and LangGraph
- Develop machine learning models and scalable, production-ready AI services
- Implement short-term and long-term memory strategies for LLM-based systems
- Design and manage state-management patterns for multi-step AI workflows
- Optimise prompts, retrieval pipelines and orchestration logic
- Evaluate and integrate models including OpenAI, Anthropic, Llama and Mistral
- Deploy, monitor and maintain AI and ML systems in production
Qualifications
- 8+ years of experience across machine learning, data science or AI engineering
- Strong commercial experience developing solutions with Large Language Models
- Hands-on expertise with LangChain and/or LangGraph
- Advanced Python development skills
- Experience building and deploying machine learning models
- Strong understanding of LLM memory architecture, state management and agentic workflows
- Knowledge of prompt engineering, retrieval pipelines and AI orchestration
- A solid understanding of ML engineering and production software development practices
Benefits
- Bonus
- Benefits
Skills mentioned
About Henderson Scott
Henderson Scott is a leading professional recruitment partner offering expertise across Accountancy & Finance, Legal, Marketing, Sales, and Technology. We go beyond traditional recruitment, setting a new standard by blending expert consulting with a personalised approach. Our specialists are the go-to professionals in their fields, leveraging deep market knowledge to proactively find the highest calibre of talent, often before our clients even realise the need. This proactive approach, combined with our global reach and tailored strategies, ensures we deliver superior results. By choosing Henderson Scott, you are partnering with a team committed to raising the bar in recruitment excellence.