Senior Ai Consultant

**Description**:
You’ll be part of a collaborative and forward-thinking team, with mentorship from experienced professionals while having the autonomy to drive technical design and experimentation. If you’re passionate about creating scalable, intelligent systems using the latest in AWS, vector databases, and AI orchestration, we’d love to hear from you.

**What you'll be doing...**:

- **Integrating APIs from LLM providers and other external data services**

You'll connect a variety of APIs (including Claude, OpenAI and others) to enable dynamic conversational agents and intelligent automation.
- **Building Retrieval-Augmented Generation pipelines**

You'll design smart knowledge retrieval systems using vector databases to enhance the relevance and accuracy of AI model outputs.
- **Writing clean, production-ready Python code**

You’ll use Python to build and orchestrate AI workflows, integrate APIs, manage data pipelines, and support cloud-native deployments. Your code will be critical in ensuring reliability, scalability, and performance across all AI systems.
- **Developing and maintaining vector-based data storage and indexing systems**
- **Diagnosing and mitigating hallucinations in language models**

By analysing model responses and post-conversation data, you’ll help ensure outputs are grounded, verifiable, and aligned with business expectations.
- **Collaborating across teams**

You’ll work closely with data scientists, product managers, and engineers to ensure AI solutions are robust, explainable, and production ready.

You’ll contribute to scalable ML workflows that ensure fast iteration, effective monitoring, and smooth deployment of AI features.
- **Working with additional tools and platforms (bonus)**

Familiarity with Claude, Anzo or AWS Redshift is a plus - and you’ll have the opportunity to deepen your expertise on the job.

**What you'll need to succeed...**:

- Experience working with cloud infrastructure, especially **AWS services** like Bedrock, Lambda, and serverless stacks.
- Proficiency in **API development and integration**, particularly in connecting LLM APIs to external systems.
- Strong understanding of **retrieval-augmented generation (RAG)** frameworks and **vector databases**.
- **Proficiency in Python** for developing scalable data and AI solutions, including experience with data processing libraries, API interaction, and structuring clean, maintainable code in a production environment.
- Familiarity with **large language models, prompt engineering, and agent orchestration**.
- The ability to analyse **post-interaction data** and optimise AI behaviour over time.
A structured, problem-solving mindset with a focus on scalability and performance.
- A desire to collaborate in a **cross-functional environment**, sharing ideas and learning as part of a team.
- Bonus points for experience with Claude, AWS Redshift, or graph-based systems like Anzo.

**So, what's in it for you?**:
The chance to shape the next generation of AI-powered enterprise tools with real business impact.

- A culture of **innovation and continuous learning**, where your growth is supported.
- A **collaborative, inclusive**, and impact-driven environment where your ideas are valued.

**About Snap Analytics**:
We're a high-growth data analytics consultancy on a mission to help enterprise businesses unlock the full potential of their data. With offices in the UK, India, and South Africa, we specialise in cutting-edge cloud analytics solutions, transforming complex data challenges into actionable business insights.

We partner with some of the biggest brands worldwide to modernise their data platforms, enabling smarter decision-making through Snowflake, Databricks, Matillion, and other cloud technologies. Our approach is customer-first, innovation-driven, and results-focused, delivering impactful solutions with speed and precision.

At Snap, we’re not just consultants—we’re problem-solvers, engineers, and strategists who thrive on tackling complex data challenges. Our culture is built on collaboration, continuous learning, and pushing boundaries, ensuring our people grow just as fast as our business.

Join us and be part of a team that’s shaping the future of data analytics