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Staff 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


At Matillion, our engineering culture is shaped around small, cross-functional development teams empowered to own specific product themes and initiatives. Each team brings together engineers of all levels, working collaboratively to build, test, and ship impactful features that help our customers solve real-world data challenges.


As a Staff Software Engineer, you will play a key role in driving the technical vision and hands-on development of our platform. You’ll bring deep engineering expertise and a passion for solving complex problems to help us build scalable, performant, and secure software — all while staying at the forefront of cutting-edge technologies, including Generative AI.


What You’ll Be Doing
  • Lead by example: Contribute hands-on to software development, championing high-quality code and robust architecture.
  • Drive technical direction: Shape the design and evolution of systems, ensuring performance, security, and scalability.
  • Collaborate cross-functionally: Work with engineers, product managers, and customer-facing teams to break down large initiatives into actionable plans.
  • Mentor and support: Provide guidance to team members through code reviews, knowledge sharing, and pairing.
  • Innovate with AI: Develop intelligent features powered by LLMs (Large Language Models), integrating modern GenAI capabilities into our platform.
  • Continuously improve: Proactively explore new technologies, contribute to internal best practices, and help evolve our engineering culture.


What We’re Looking For
  • Strong hands-on experience with Java and React, grounded in solid object-oriented principles and software engineering best practices.
  • Proficiency in building Java Spring microservices, containerisation with Docker, and experience with relational databases like Postgres, MySQL, or SQL Server.
  • Proven track record across the full SDLC, including CI/CD and Agile methodologies.
  • Deep familiarity with cloud platforms, especially AWS.
  • Ability to adapt to new technologies and solve both product and platform-level challenges in a collaborative team environment.

  • GenAI Expertise (Essential)
  • Hands-on experience integrating with LLM APIs such as OpenAI, Anthropic, or Hugging Face.
  • Understanding of prompt engineering — crafting and tuning prompts to optimize LLM responses.
  • Experience with RAG (Retrieval Augmented Generation) to enrich LLM responses with contextual data.
  • Familiarity with key LLM concepts: System/User prompts, tokens, embeddings, context windows, temperature, top-p, stop sequences.

  • GenAI Experience (Nice to Have)
  • Experience with fine-tuning models and prompt compression techniques.
  • Exposure to GenAI architectures like prompt chaining, agentic workflows, or routing mechanisms.
  • Familiarity with Spring AI or similar libraries that abstract LLM interactions.
  • Experience designing and using evals to compare LLM performance and optimize prompts.


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 Staff Software Engineer - AI & LLM, Matillion

Join Matillion as a Staff Software Engineer - AI & LLM in our new Hyderabad office! At Matillion, we're on a quest to supercharge the data productivity of our customers globally, and we need passionate individuals on board to help us make an impact. Our innovative technology empowers teams to efficiently manage data, from loading to transforming and orchestrating it with remarkable ease. In this exciting role, you’ll collaborate with a tight-knit team of engineers, product managers, and other stakeholders to develop intelligent features utilizing Generative AI and Large Language Models (LLMs). You'll lead the technical direction of our engineering projects, ensuring that scalability and security remain at the forefront. Your expertise in Java, React, and cloud services like AWS will guide our technology's design and evolution while mentoring fellow developers through code reviews and knowledge sharing. Matillion believes strongly in continuous improvements and embracing new technologies, so be ready to explore, innovate, and evolve! With our commitment to creating a collaborative workplace and a culture that prioritizes work-life balance, we are thrilled to welcome new members to our founding Hyderabad team. If you're eager to build impactful software solutions and make a difference in the data world, we want to hear from you!

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

As a Staff Software Engineer - AI & LLM at Matillion, your main responsibilities will include leading software development initiatives, shaping technical direction, and collaborating with cross-functional teams. You'll be involved in building scalable and secure software features, mentoring other team members, and innovating with Generative AI technologies to enhance our data management platform.

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What qualifications are needed for the Staff Software Engineer - AI & LLM position at Matillion?

To qualify for the Staff Software Engineer - AI & LLM position at Matillion, candidates should have strong hands-on experience with Java and React, along with proficiency in building microservices with Java Spring. Familiarity with relational databases like Postgres and SQL Server, as well as cloud platforms (particularly AWS), is essential. Moreover, expertise in Generative AI and LLMs, including prompt engineering, is crucial.

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How does Matillion support the growth and development of its Staff Software Engineers?

Matillion actively fosters a culture of continuous improvement and support for the growth of its Staff Software Engineers. You will have the chance to mentor team members, participate in code reviews, and share knowledge. Additionally, access to various tools and resources aimed at career development and innovative technologies helps our engineers stay at the forefront of their fields.

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What technologies will a Staff Software Engineer - AI & LLM work with at Matillion?

A Staff Software Engineer - AI & LLM at Matillion will work with technologies such as Java, React, Java Spring, and cloud services like AWS. You’ll also be engaged in developing features powered by Generative AI and LLMs, using APIs from platforms like OpenAI and Hugging Face to create intelligent, contextually aware software solutions.

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What is the work culture like for Staff Software Engineers at Matillion?

The work culture for Staff Software Engineers at Matillion embraces collaboration, innovation, and transparency. Our dynamic and fast-paced environment encourages employees to take initiative, lead projects, and work flexibly to maintain a healthy work-life balance. As part of a passionate team, you will be empowered to make meaningful contributions to our mission.

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Common Interview Questions for Staff Software Engineer - AI & LLM
Can you describe your experience with Generative AI and LLMs?

When discussing your experience with Generative AI and LLMs, emphasize specific projects you've worked on, detailing how you integrated LLM APIs into applications. Discuss any prompt engineering techniques you employed to optimize responses and explain how you tackled challenges when building AI-driven features.

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What approaches do you take to ensure code quality in your projects?

Addressing code quality is crucial for a Staff Software Engineer. Discuss your strategies, such as conducting code reviews, adhering to coding standards, utilizing automated testing, and implementing CI/CD pipelines to ensure robust and maintainable code before deployment.

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How do you stay updated with the latest trends in AI and software engineering?

Staying current in the fast-evolving tech landscape is important. Share your methods, such as following industry blogs, attending conferences, or participating in online communities. Highlight any recent advancements or technologies you've explored that could benefit the role at Matillion.

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Describe a challenging technical problem you faced and how you solved it.

When discussing a challenging technical issue, focus on a specific instance relevant to software engineering or AI. Describe the problem, the steps you took to analyze and address it, and any tools or frameworks you used. This showcases your problem-solving skills and technical expertise.

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How do you prioritize tasks when working on multiple projects?

Effective prioritization is essential for success in a fast-paced role. Explain your approach, such as assessing project deadlines, complexity, and importance, and leveraging project management tools. Stress the significance of communicating with teammates to align priorities.

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Can you explain your experience with Java Spring and microservices architecture?

Discuss your experience in building Java Spring microservices, including specific projects you've worked on. Highlight your understanding of design patterns and how you implemented scalability and performance considerations in your architecture choices.

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What role does collaboration play in your engineering process?

Collaboration is vital in software development. Discuss how you engage with cross-functional teams to break down initiatives, share knowledge, and encourage different perspectives toward problem-solving. Provide examples of successful collaborations that led to impactful results.

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How do you incorporate feedback into your development process?

Explain how you value feedback from peers and stakeholders to improve your work. Mention specific methods you use to solicit and integrate feedback, such as during code reviews or following project completions, and how this ultimately leads to better outcomes.

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Discuss your familiarity with cloud platforms and their importance in software development.

Describe your experience with cloud platforms, particularly AWS, and the key services you've utilized. Discuss how leveraging the cloud enhances scalability, security, and accessibility in your software solutions, contributing to overall project success.

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What do you find most exciting about working in AI and LLM technologies?

Share your enthusiasm for AI and LLMs! Talk about the transformative impact these technologies have in various industries and how they enable innovative solutions to complex problems. Emphasize your passion for pushing boundaries and creating intelligent, meaningful applications.

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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 21, 2025

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