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Senior Software Engineer - AI & LLM

Matillion is The Data Productivity Cloud.


We are on a mission to power the data productivity of our customers and the world, by helping teams get data business ready, faster. Our technology allows customers to load, transform, sync and orchestrate their data. 


We are looking for passionate, high-integrity individuals to help us scale up our growing business. Together, we can make a dent in the universe bigger than ourselves.


With offices in the UK, US and Spain, we are now thrilled to announce the opening of our new office in Hyderabad, India. This marks an exciting milestone in our global expansion, and we are now looking for talented professionals to join us as part of our founding team.


About the Role


Matillion is on the lookout for passionate and experienced Senior Software Engineer to join #TeamGreen, contributing to the evolution of our platform with cutting-edge technologies and AI innovation.


As a Senior Software Engineer, you’ll play a key role in a collaborative, cross-functional development team. You’ll own end-to-end development of new features and enhancements across Matillion’s cloud-native data products—driving innovation through both engineering excellence and the integration of generative AI capabilities.


What You'll Be Doing
  • Design, build, and maintain scalable production services using Java, Spring, React, and containerized microservices with Docker and Kubernetes.
  • Build and enhance applications that leverage Generative AI, integrating with LLM APIs like OpenAI, Anthropic, or HuggingFace.
  • Utilize RAG (Retrieval-Augmented Generation), prompt engineering, and LLM tuning to deliver intelligent, responsive AI-driven features.
  • Collaborate within your team and across the organization to understand user needs and turn ideas into polished solutions using Agile methodologies.
  • Own the full development lifecycle—code, test, deploy, maintain—and contribute to CI/CD pipelines and cloud infrastructure (AWS preferred).
  • Participate in architectural discussions and research initiatives, staying at the forefront of new technologies and generative AI innovations.
  • Mentor junior engineers and continuously improve team practices and code quality through thoughtful code reviews and technical leadership.


What We're Looking For
  • Core Skills & Experience
  • Proficiency in Java (Spring Boot) and ideally React.
  • Strong knowledge of OOP, software design principles, and coding best practices.
  • Experience with containerization (Docker), microservices, and relational databases (e.g., PostgreSQL, MySQL).
  • Familiarity with cloud platforms (AWS preferred) and infrastructure as code.
  • Hands-on experience with CI/CD pipelines and Agile development.

  • Essential for This Role
  • Experience working with LLM APIs (OpenAI, Anthropic, HuggingFace).
  • Strong knowledge of prompt engineering, system/user prompts, tokens, context windows, temperature, top P, and stop sequences.
  • Experience using RAG to enhance LLM performance and response accuracy.

  • Desirable (Nice to Have)
  • Experience with model fine-tuning, prompt compression, and LLM evaluation frameworks.
  • Understanding of generative AI design patterns such as prompt chaining, routing, or agentic architectures.
  • Familiarity with abstraction libraries like Spring AI.


Matillion has fostered a culture that is collaborative, fast-paced, ambitious, and transparent, and an environment where people genuinely care about their colleagues and communities. 


Our 6 core values guide how we work together and with our customers and partners. We operate a truly flexible and hybrid working culture that promotes work-life balance, and are proud to be able to offer the following benefits:


- Company Equity

- 27 days paid time off

- 12 days of Company Holiday

- 5 days paid volunteering leave

- Group Mediclaim (GMC)

- Enhanced parental leave policies

- MacBook Pro

- Access to various tools to aid your career development


More about Matillion

Thousands of enterprises including Cisco, DocuSign, Slack, and TUI trust Matillion technology to load, transform, sync, and orchestrate their data for a wide range of use cases from insights and operational analytics, to data science, machine learning, and AI. 


With over $300M raised from top Silicon Valley investors, we are on a mission to power the data productivity of our customers and the world.


We are passionate about doing things in a smart, considerate way. We’re honoured to be named a great place to work for several years running by multiple industry research firms. 


We are dual headquartered in Manchester, UK and Denver, Colorado.


We are keen to hear from prospective Matillioners, so even if you don’t feel you match all the criteria please apply and a member of our Talent Acquisition team will be in touch. Alternatively, if you are interested in Matillion but don't see a suitable role, please email talent@matillion.com.


Matillion is an equal opportunity employer. We celebrate diversity and we are committed to creating an inclusive environment for all of our team. Matillion prohibits discrimination and harassment of any type. Matillion does not discriminate on the basis of race, colour, religion, age, sex, national origin, disability status, genetics, sexual orientation, gender identity or expression, or any other characteristic protected by law.

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CEO of Matillion
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Matthew Scullion
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What You Should Know About Senior Software Engineer - AI & LLM, Matillion

Matillion is looking for a passionate and experienced Senior Software Engineer - AI & LLM to join our dynamic team in Hyderabad. As a pivotal member of #TeamGreen, you will be at the forefront of innovation, shaping our platform with your expertise in cutting-edge technologies and artificial intelligence. Your day-to-day responsibilities will include designing, building, and maintaining scalable production services using Java, Spring, React, and containerized microservices with Docker and Kubernetes. You'll harness the power of Generative AI, integrating with leading LLM APIs such as OpenAI and Anthropic to deliver sophisticated, AI-driven features. We are a collaborative bunch, so you'll work closely with your teammates to understand user needs and translate them into polished solutions. You will also take charge of the entire development lifecycle—coding, testing, deploying, and maintaining applications, while contributing to our CI/CD pipelines. This role goes beyond just coding; you'll mentor junior engineers and engage in architectural discussions, sharing your insights on the latest technology trends. We value integrity, ambition, and transparency, fostering a workplace that promotes work-life balance and offers an array of benefits like company equity and generous paid time off. If you have a knack for creating intelligent solutions and enjoy working in a dynamic environment, we would love to meet you!

Frequently Asked Questions (FAQs) for Senior Software Engineer - AI & LLM Role at Matillion
What are the responsibilities of a Senior Software Engineer - AI & LLM at Matillion?

A Senior Software Engineer - AI & LLM at Matillion is tasked with designing and maintaining scalable production systems utilizing Java and Spring. You'll build applications leveraging Generative AI, collaborate with cross-functional teams, and oversee the complete development lifecycle, ensuring each project meets quality standards and user needs.

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What qualifications do I need to apply for the Senior Software Engineer position at Matillion?

To apply for the Senior Software Engineer position at Matillion, candidates should have proficiency in Java (Spring Boot), a strong understanding of object-oriented programming principles, and experience with containerization and microservices. Familiarity with LLM APIs and agile methodologies is also crucial for this role.

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How does Matillion support the career development of its Senior Software Engineers?

Matillion actively supports career development for Senior Software Engineers through continuous learning opportunities, mentorship from experienced team members, and access to modern tools and technologies. Employees also have the flexibility to engage in various career development initiatives, further enhancing their skills.

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What tech stack does the Senior Software Engineer - AI & LLM at Matillion work with?

The Senior Software Engineer - AI & LLM at Matillion works with a diverse tech stack including Java, Spring, React, and containerized microservices via Docker and Kubernetes. Additionally, familiarity with cloud platforms like AWS and knowledge of LLM APIs are essential components of this role.

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What is the work culture like for a Senior Software Engineer at Matillion?

At Matillion, the work culture for a Senior Software Engineer is collaborative, fast-paced, and supportive of a healthy work-life balance. The company embraces diversity, encouraging different perspectives, and is committed to creating an inclusive environment where everyone can thrive.

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Common Interview Questions for Senior Software Engineer - AI & LLM
Can you describe your experience with Generative AI as a Senior Software Engineer?

When discussing your experience with Generative AI, focus on specific projects where you integrated LLM APIs, detailing your approach to prompt engineering and how you utilized algorithms to enhance AI outputs. Share measurable outcomes and emphasize your role in mentoring junior engineers.

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What strategies do you employ for developing scalable applications?

In answering this question, highlight your use of design patterns, microservices architecture, and how containerization with Docker or Kubernetes plays a role in your strategy. Discuss your experience with cloud platforms, particularly AWS, to showcase your scalability initiatives.

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How do you ensure code quality in your development process?

Ensure to mention practices such as code reviews, utilizing CI/CD pipelines, and implementing unit tests. Discuss how you mentor junior team members on best practices, and emphasize the importance of adhering to coding standards to maintain high code quality.

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What tools and methodologies do you use for project management and development?

Discuss your experience with Agile methodologies, including how you facilitate team sprints and retrospectives. Mention tools you are familiar with, such as JIRA or Trello, highlighting how these tools enhance collaboration and project tracking.

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Can you explain how you handle challenges when working with LLM APIs?

Share specific examples of challenges you've faced when working with LLM APIs. Highlight your problem-solving strategies, such as performing A/B testing to optimize performance, adjusting token settings, or refining prompt structures to achieve better responses.

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How do you stay updated with the latest developments in AI technologies?

Explain how you engage with the tech community through seminars, webinars, or online courses. Mention any relevant research articles or publications you follow, and describe how this helps you bring innovative ideas and techniques to your role at Matillion.

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What approaches do you take to mentor junior engineers?

Discuss how you encourage openness and continuous learning among junior engineers. Share specific instances of how you guided team members through complex problems, helping them grow their skills while fostering a collaborative environment.

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What are the most important aspects of cloud infrastructure for a Senior Software Engineer?

Emphasize the significance of understanding scalability, reliability, and security in cloud infrastructure. Discuss your familiarity with infrastructure as code concepts and how they impact your development processes.

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How do you prioritize tasks in a fast-paced environment?

Describe your approach to task prioritization, emphasizing how you balance urgent requests with long-term project goals. Mention any frameworks like the Eisenhower Matrix or Agile sprints that help you manage and prioritize workload effectively.

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Can you share an example of a project where you utilized prompt engineering?

Provide details of a specific project where you utilized prompt engineering. Discuss the problem you faced, the methods you employed to create effective prompts, and how your solution improved the performance or quality of the AI outputs.

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Matillion is The Data Productivity Cloud! Matillion helps teams get data business-ready, faster — accelerating time-to-value and increasing the impact data can have. Thousands of enterprises including Cisco, DocuSign, Pacific Life, Slack, and T...

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DATE POSTED
April 20, 2025

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