Aveni

About the Company

AI built for Financial Services.

Aveni is an award-winning AI FinTech company. Our platform seamlessly merges advanced, industry-specific AI with human expertise for enhanced performance.

From automated admin support and quality assurance to performance assessment and Consumer Duty management, our AI assistant has been purpose-built to accelerate FS workflows.

Listed Jobs

Company Name

Aveni

Job Title

Senior Backend Software Engineer

Job Description

Aveni is an award-winning technology company. We use advanced AI to enable scalable efficiency for financial services companies, combining world-leading Natural Language Processing (NLP) and Large Language Model (LLM) expertise with deep financial services domain experience to drive enterprise-wide productivity. Aveni harnesses the power of voice to drive unprecedented efficiency and oversight. We’re using the latest in AI to automate and innovate, empowering businesses to achieve exceptional productivity and compliance outcomes.

Summary

We are looking for an experienced Senior Back-End Software Engineer to drive the optimisation and scalability of AI-powered applications at an enterprise level. In this role, you will design and develop robust back-end systems, productise AI models, and lead the delivery of AI agent-based platforms for high-performance and autonomous AI solutions. Collaborating with cross-functional teams, you will ensure seamless integration, maintain high development standards, and mentor junior engineers. Your expertise in Python, back-end frameworks, API integration, and AI deployment will be key to building innovative solutions for some of the UK's largest financial institutions.

Responsibilities

Design & Develop: Build and maintain robust, scalable back-end systems that integrate AI models into production-ready applications.
Optimise Code: Analyse and enhance existing codebases for efficiency, maintainability, and performance.
Productise AI Models: Work closely with data scientists to convert machine learning prototypes into reliable, production-grade systems.
Build AI Agentic solutions: You will be responsible for designing and delivering an AI agent-based platform that delivers highly performance and autonomous AI capabilities for some of the largest of the UK's financial institutions.
Collaborate: Partner with front-end developers, DevOps engineers, and product managers to deliver seamless solutions.
Ensure Quality: Conduct code reviews, implement automated testing, and follow best practices to uphold high development standards.
Mentor: Support junior team members by providing guidance and sharing technical expertise.

Skills and Experience

We’re looking for a candidate with strong technical expertise, particularly in back-end development and AI applications. You should have:

Minimum qualifications: Relevant commercial experience with a BSc in Computer Science or related field.
Programming Proficiency: Advanced skills in Python, with a focus on writing clean, efficient, and maintainable code. Knowledge of other programming languages (Java, Typescript, C++) will be considered an asset.
Frameworks & Tools: Experience with back-end frameworks such as Django, Flask, FastAPI or Spring Boot.
APIs & Integration: Strong understanding of RESTful APIs and experience in building microservices architectures.
Data Systems/Pipelines: Proficiency in working with SQL and NoSQL databases (e.g., PostgreSQL, MongoDB) and data processing ETL pipelines.
AI Integration: Experience in integrating machine learning models into production environments, ensuring they are robust and performant.
Code Optimisation: Expertise in profiling and optimising back-end systems to achieve low-latency, high-throughput applications.
Version Control: Mastery of Git and experience with CI/CD pipelines to streamline development workflows.
Problem-Solving: A strong analytical mindset and the ability to tackle complex technical challenges effectively.

Desirable

Cloud Expertise: Hands-on experience with AWS, Azure, or Google Cloud, including deployment and scaling of cloud-based applications.
Programming Proficiency: Strong knowledge of Typescript and Java.
Information Retrieval: Knowledge of building retrieval augmented generation (RAG) systems, with vector databases and information retrieval, such as using Elasticsearch or other search indexing solutions.
Knowledge of Language Models: Understanding how large language models like GPT-3 or custom transformer-based models can be used, fine-tuned, and deployed for NLP tasks in production.
Model Deployment: Experience deploying machine learning models, particularly NLP models, in production at scale using frameworks like TensorFlow Serving, TorchServe, ONNX, cloud-based ML services (e.g., AWS SageMaker, GCP AI Platform) or orchestration frameworks like Kubernettes.

Benefits

This is a great opportunity to work at the cutting edge of Artificial Intelligence, Natural Language Processing and software development. Alongside a competitive salary, we also offer:

34 days holiday plus your birthday off
Strong career progression opportunities
Share options
Remote and flexible working
On-going career development and training
Freebies and discounts (Free coffee, movie downloads, discounts on high street stores, supermarkets, and restaurants)
Emotional wellbeing (Employee assistance programme provides access to 24/7 employee counseling and emotional support)
Physical health (Access to fitness portal including HIIT workout, boxing, yoga as well as gym discounts)
Pension scheme

Join Us in Making a Difference

At Aveni, we believe that diversity drives innovation. We're committed to building a team that reflects the diverse communities we serve and creating an inclusive workplace where everyone feels valued and empowered to contribute their best work. If you're passionate about leveraging technology to drive positive change and want to be part of a team that's shaping the future of financial services, we'd love to hear from you. We know that some people are likely to only apply where they meet 100% of requirements, but we’d like to hear from you anyway. Apply now to join us on our mission to transform the financial services industry through AI!

United Kingdom

Hybrid

28-01-2025

Company Name

Aveni

Job Title

NLP Engineer

Job Description

NLP Engineer (Edinburgh / Remote)

Are you an NLP Engineer with hands-on experience deploying large language models or machine learning models in production? Do you thrive at the intersection of cutting-edge technology and real-world impact? At Aveni, we’re redefining how financial services harness the power of AI.

About Us:

We’re an award-winning technology company using Natural Language Processing (NLP) and Large Language Models (LLMs) to revolutionise efficiency and compliance in financial services. By integrating advanced AI solutions into real-world applications, we’re shaping the future of productivity.

The Role:

We’re seeking an NLP Engineer to design and implement production-grade AI solutions, using Generative AI and NLP to solve challenges in text and speech analysis. This role demands expertise in deploying LLMs in production, optimising solutions for scalability, and integrating AI into robust cloud-based systems.

What You’ll Do:

Build and deploy NLP and Generative AI solutions to address real-world challenges.
Write, review, and maintain production-quality Python code for scalable applications.
Optimise NLP models for observability and resilience in production.
Collaborate with cross-functional teams to integrate AI solutions seamlessly.
Use AWS services and serverless frameworks for deployment.
Lead client-facing projects, tailoring solutions to specific use cases.

What We’re Looking For:

Experience building and deploying ML and GenAI to build NLP components for products
Proficiency in Python and experience with CI/CD pipelines.
Strong background in prompt engineering and LLM deployment.
Practical experience with AWS serverless frameworks.
Ability to translate complex business challenges into actionable AI solutions.
A passion for the latest trends in NLP and Generative AI.

Desirable Skills:

Experience fine-tuning LLMs or working in FinTech.
Knowledge of infrastructure-as-code frameworks like AWS CDK.
Familiarity with TypeScript is a plus.

Benefits:

This is a great opportunity to work at the cutting edge of Artificial Intelligence, Natural Language Processing and software development. Alongside a competitive salary, we also offer:

34 days holiday plus your birthday off
Strong career progression opportunities
Share options
Remote and flexible working
On-going career development and training
Freebies and discounts (Free coffee, movie downloads, discounts on high street stores, supermarkets, and restaurants)
Emotional wellbeing (Employee assistance programme provides access to 24/7 employee counseling and emotional support)
Physical health (Access to fitness portal including HIIT workout, boxing, yoga as well as gym discounts)
Pension scheme

Join Us in Making a Difference:

At Aveni, we believe that diversity drives innovation. We're committed to building a team that reflects the diverse communities we serve and creating an inclusive workplace where everyone feels valued and empowered to contribute their best work. If you're passionate about leveraging technology to drive positive change and want to be part of a team that's shaping the future of financial services, we'd love to hear from you. We know that some people are likely to only apply where they meet 100% of requirements, but we’d like to hear from you anyway. Apply now to join us on our mission to transform the financial services industry through AI!

United Kingdom

On site

05-02-2025