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C++ Market Data Developer (Contract)

ABOUT BMLL:

We are a historical data and analytics company, solving some of the most complex and challenging problems in big data and financial markets. We have built an award-winning data analytics platform for processing vast quantities of granular limit order book data and are in the process of productising this platform.

We have a fantastic team and our culture is inclusive and highly collaborative, a place where our employees are encouraged to be themselves.

We offer a combination of remote and office (London-based) working, weekly team lunches and plenty of office snacks!

About the Role:

At BMLL we process historical market data in a process we call parsing. This process is equivalent to the feed handlers used in real-time market data processing. We curate the data to ensure the highest quality of delivery to our customers. Every day we consume 250GB of new data across 750,000 securities to deliver into our platform, our dashboard products and data services. These are accessed by our customers who are dependent on our services for their own workflows.

The role we are hiring for is to take care of a number of exchange protocol changes that affect the parsers/feed handlers that we run in production, to support the team with bug fixes to existing parsers, and continue a process of migrating those parsers/feed handlers from Python to C++. When we do this, we maintain the integrity of the data by rigorously comparing the Python output with the C++ output with both unit tests and by running tools to compare entire days of output. The Python parser and the data will be provided. We have already converted a number of parsers, and there is a pattern to follow.

Responsibilities

  • Handling exchange protocol upgrades
  • Fixing bugs in existing C++ parsers as they arise
  • Migration of Python data parsers into C++ to improve performance, precisely maintaining existing functionality
  • Development of Google Test unit tests for the new C++ code, in existing framework
  • Comparison of the C++ / Python output using existing tools

ESSENTIAL:

  • Experience of working with market data protocols such as ITCH, EOBI, iMpact, Optiq, GTP (Group Ticker Plant).
  • Industry experience of writing production-level C++ and delivering functioning, well-tested systems.
  • Industry experience of developing in Python
  • Industry experience of developing on a Linux platform with git
  • Experience of industry-standard development methodologies such as source code control, unit testing and continuous integration
  • Strong problem solving skills
  • Strong communication skills
  • Computer science or other STEM degree

  • Combination of remote and London based office working
  • Collaborative culture
  • Weekly team lunches
  • Free fruit, snacks and drinks provided throughout the day (when office based)
  • Fridge fully stocked with beer, wine and soft drinks (when office based)
  • Regular Team Socials

We are an inclusive employer and welcome applicants from all backgrounds. We pride ourselves on our commitment to Equality and Diversity and are committed to removing barriers throughout our hiring process - if you have any special requirements or require reasonable adjustments to help you access career opportunities at BMLL, please do let us know careers@bmlltech.com

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What You Should Know About C++ Market Data Developer (Contract), BMLL Technologies

Join BMLL as a C++ Market Data Developer on a contract basis and be part of a team that's transforming the financial analytics landscape! At BMLL, we pride ourselves on solving some of the most intricate challenges in big data and financial markets. Our award-winning data analytics platform processes huge volumes of granular limit order book data, making it a vital resource for our clients. In this role, you’ll play a key part in managing exchange protocol changes and enhancing our parsers like a pro. Your day-to-day will involve troubleshooting existing C++ parsers and skillfully migrating Python parsers to C++, ensuring no accuracy is lost during the transition. You’ll be working with a plethora of data on a daily basis—250GB across 750,000 securities! If you have a knack for problem-solving, a solid background in market data protocols, and love working in a collaborative environment, this is the perfect opportunity for you. We flourish in an inclusive culture that values every team member, with benefits including flexible remote working options, regular team lunches, stocked snacks, and a fridge full of drinks to keep you refreshed. Whether you’re in London or remote, at BMLL, you’ll thrive both professionally and personally!

Frequently Asked Questions (FAQs) for C++ Market Data Developer (Contract) Role at BMLL Technologies
What are the main responsibilities of a C++ Market Data Developer at BMLL?

As a C++ Market Data Developer at BMLL, your main responsibilities will include managing exchange protocol upgrades, fixing bugs in existing parsers, and migrating Python parsers to C++. Additionally, you'll need to develop Google Test unit tests for the new C++ code while maintaining output integrity through rigorous comparison of C++ and Python outputs.

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What qualifications do I need to apply for the C++ Market Data Developer position at BMLL?

To apply for the C++ Market Data Developer position at BMLL, you should have a computer science or other STEM degree and experience with market data protocols like ITCH and EOBI. Additionally, proficiency in C++ and Python, alongside development experience in a Linux environment with git, is essential for this role.

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What is the work culture like for a C++ Market Data Developer at BMLL?

The work culture for a C++ Market Data Developer at BMLL is highly collaborative and inclusive. Employees are encouraged to bring their authentic selves to work, enjoy weekly team lunches, and participate in regular team socials. The office environment is stocked with snacks, drinks, and even a stocked fridge for after hours!

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How does BMLL support career development for its C++ Market Data Developers?

BMLL is committed to employee development and growth. As a C++ Market Data Developer, you'll be supported with opportunities for learning and development through mentorship, collaborative projects, and exposure to cutting-edge data handling techniques in the financial sector.

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What are the daily challenges faced by a C++ Market Data Developer at BMLL?

Daily challenges for a C++ Market Data Developer at BMLL include handling large volumes of market data, ensuring the performance and functionality of parsers, and diligently comparing outputs from C++ and Python. The fast-paced environment demands strong problem-solving abilities to troubleshoot and implement necessary upgrades.

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Common Interview Questions for C++ Market Data Developer (Contract)
Can you describe your experience with C++ development in a production environment?

In answering this question, highlight your specific experiences working with C++ in deployed systems. Discuss projects where you implemented robust solutions, mentioning tools and methodologies used to ensure code quality.

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How do you approach testing and debugging your code?

When addressing this, explain your systematic approach to testing, such as developing unit tests using Google Test. Share your strategies for identifying bugs and your experience in using debugging tools to resolve issues effectively.

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What is your experience with market data protocols?

This is a chance to showcase your familiarity with protocols like ITCH and EOBI. Discuss specific projects where you've worked with these protocols, focusing on challenges faced and how you overcame them.

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How do you ensure that migrating code from Python to C++ maintains its functionality?

Describe your strategy for ensuring functional equivalence during migration. Include your experience with unit testing, output comparison tools, and the importance of validating results alongside existing Python outputs.

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Can you explain your process for collaborating with team members on coding projects?

Discuss your collaborative approach, emphasizing communication, version control systems like git, and how peer reviews have enhanced code quality in your past projects.

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What methodologies do you follow for software development?

In your response, mention industry-standard practices like Agile development, continuous integration, and use of source control, along with examples of how they benefited your past projects.

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Tell us about a challenging bug you fixed in C++. What was your process?

Share a detailed story of a significant bug, focusing on your methodology for identifying, isolating, and resolving the issue. Highlight the skills and tools you utilized during the process.

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How do you handle tight deadlines while maintaining code quality?

Explain your time management strategies, prioritization skills, and any tools or frameworks you use to keep output high quality without sacrificing deadlines, stressing the importance of testing.

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What excites you about working in financial technology?

Reflect on your passion for the intersection of finance and technology, discussing how innovations in this area drive positive change and how your skills contribute to that mission.

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Why do you want to work as a C++ Market Data Developer at BMLL?

Your answer should highlight your interest in BMLL’s innovative approach to market data, the company’s commitment to collaboration, and how your skills align with their mission and values, expressing enthusiasm for contributing to their success.

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To be the world leader in full depth limit order book data and analytics.

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DATE POSTED
April 16, 2025

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