Staff Backend Engineer - ML Platform
Content + Source + Freshness • 12 Dec 2025 • 95% confidence
Offer value
Strong value score due to significant technical influence on the ML platform, offering a balance of challenging work and robust career growth opportunities.
- Lead role in ML platform development with significant impact
- Great opportunities for advancement in AI technology
- Collaboration with skilled cross-functional teams
Pros
- High-impact role in developing ML technologies and AI models
- Opportunity for cross-team collaboration and mentorship
- Focus on innovation with the latest technological advancements
Cons
- Expectations for high performance and accountability in outcomes
- Fast-paced environment could be challenging for some
- Possibility of switching project priorities frequently
Who it's for
Senior • Hybrid / office-based
Good fit
- Senior backend engineers specializing in ML technologies
- Candidates eager to work on innovative AI applications
- Tech leaders interested in mentoring and influencing strategy
Not recommended for
- New graduates or engineers with no backend expertise
- Individuals not interested in office-based hybrid roles
- Candidates resistant to adapting to fast-paced technical environments
Motivation fit
Key skills
About the job
Who we are
Lightricks, an AI-first company, is revolutionizing how visual content is created. With a mission to bridge the gap between imagination and creation, Lightricks is dedicated to bringing cutting-edge technology to the creative and business spaces.
Our advanced AI photo and video generation models, including our open-source LTXV model, power our apps and platforms including Facetune, Photoleap, Videoleap, and LTX Studio, allowing creators and brands to leverage the latest research breakthroughs, offering endless control over their creative potential. Our influencer marketing platform, Popular Pays, provides creators the ability to monetize their work and offers brands opportunities to scale their content through tailored creator partnerships.
What you will be doing
Our ML Platform team is responsible for building Lightricks’ ML serving platform, which hosts all of the company’s ML and Gen AI models. Our goal is to create streamlined processes to bring functional research code and AI models to production grade systems, where millions of our apps users enjoy this magic.
- Lead the design and evolution of our ML Platform, partnering closely with DevOps, research, and product engineering teams to ensure it meets the current and future needs of Lightricks.
- Architect and implement reliable, scalable, and high-performance services that power the ML and GenAI experiences across our suite of products.
- Drive technical strategy and roadmap for the platform, identifying opportunities for innovation, optimization, and automation.
- Collaborate across teams to define platform capabilities and influence infrastructure direction based on product and organizational goals.
- Mentor and guide engineers in the team, promoting a culture of technical excellence through code reviews, design discussions, and knowledge sharing.
- Serve as a key technical leader in cross-functional initiatives, helping align teams on architecture, best practices, and long-term vision.
Your skills and experience
- 8+ years of experience developing and scaling production backend systems, primarily in Python (preferred) or another modern language (e.g., Golang, Java, C++, C#).
- Proven track record of leading complex backend or platform projects from design through production.
- Deep experience building, deploying, and maintaining cloud-based systems with strong understanding of distributed system principles.
- Strong communication skills, with the ability to collaborate and influence cross-functional initiatives.
- Experience in mentoring engineers, driving technical direction, and promoting engineering excellence.
- Strong knowledge of system and API design, observability, and operational best practices.
- B.Sc. in Computer Science or related quantitative field.
- Experience with ML model serving and working with GPUs is a strong plus.
Benefits
- Stock Options.
- Private Medical Insurance (Optical & Dental cover) including your loved ones.
- Life Assurance.
- £3,000p/a Transport Allowance.
- £750p/a allowance for Wellbeing & Professional Development.
- Free on-site lunches, coffee, breakfast & snacks.
- Pension Contributions (7%).
- Holiday (25 days).
- Seasonal & Anniversary Vouchers.
- Hybrid & Flexible working.
- Cool office space in central London.
- Enhanced Parental Leave.
- Cycle-to-work Scheme.
- Season Ticket Loan.
- Volunteering Opportunities.
- Frequent social activities - away-days, happy hours, team building, yoga, creative workshops.
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