Senior Backend Engineer: Machine Learning Infrastructure
Constructor
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This role on the market
2,039 open infrastructure roles across 253 companies are on ApplySarthi right now, most of them in Bengaluru (67), Hyderabad (28), Mumbai (12).
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What infrastructure roles keep asking for: AWS (30%), Python (21%), System design (21%), Kubernetes (21%), Observability (19%), Terraform (15%), CI/CD (13%), GCP (12%) — counted across their open postings here.
Backend Engineer jobs in Germany · Remote Backend Engineer jobs · AWS jobs · Azure jobs · C++ jobs · Elasticsearch jobs
Constructor has 44 open roles listed here.
- Machine Learning Engineer: Personalization
- Staff Product Manager: Agentic Discovery
- Senior Customer Success Manager - DACH
- Senior Customer Success Manager - UK
- Staff Product Manager: Product Discovery Engine
Counted across 14 company job boards, updated as roles open and close.
Preparing for this interview
Interviews for infrastructure roles keep coming back to AWS, Python, System design, Kubernetes. Practise those questions before you sit with Constructor.
Questions you are likely to be asked
- Why do you want to join Constructor?
- What is your experience with AWS? Tell me one thing you learned the hard way.
- When would you not use machine learning for a problem?
- Walk me through a model you built, from the data to how it was used.
- How did you know your model was actually good, and not just good on your test set?
Prep Sarthi gives you a free mock interview: an AI interviewer asks you questions like these out loud, from your own CV and this job, and shows your score and your weakest answer.
Practise the Senior Backend Engineer: Machine Learning Infrastructure at Constructor interview free →About Us Launched in 2019, Constructor is an AI-first e-commerce search and discovery platform that helps shoppers find the right products at the right time and enables leading global e-commerce brands to drive meaningful revenue and conversion gains. About The Role The ML Infrastructure team builds and operates the shared backend services and platform capabilities that Constructor's ML and product teams rely on to develop, deploy, and run machine learning at scale - from model serving (including LLMs) to the specialized storages and data pipelines behind it. We are a service team by nature: our roadmap is shaped by the needs of product teams, and we succeed when they can move faster with less friction. We're looking for a Senior Backend Engineer who is comfortable with, and motivated by this dynamic, and who will take end-to-end ownership of core services. In the near and mid-term, our focus areas include: Making ML workloads easy to run, scale, and operate for every team Providing self-service, configurable infrastructure components to ML and product teams Owning and evolving core ML services and related pipelines with a high bar for reliability and performance Challenges you will tackle Design, build, and operate high-load distributed backend services that power the company's ML infrastructure Take end-to-end ownership of core ML services and related data pipelines: from design and implementation to deployment, observability, and continuous improvement Partner with ML and product teams to understand their needs and turn them into reliable, reusable platform capabilities Make and defend technical decisions: evaluate trade-offs, design first, and own the outcome Be responsible for what you and your team do Requirements 5+ years of professional experience in backend or platform engineering Extensive Python knowledge (our primary language) Hands-on experience developing on a public cloud (AWS, GCP, or Azure) or with self-managed Kubernetes - AWS is our primary platform, but we're not limited to it Experience designing and building distributed, high-load services and APIs Strong knowledge of data structures, algorithms, and their trade-offs Design-driven engineering mindset: we're a coding-assistant-friendly environment and expect you to use modern AI tools - but you lead with system design and a strong understanding of their applicability and trade-offs Ownership and proactivity: you can't close your eyes to problems, but are ready to solve them and take responsibility for outcomes You are friendly and willing to help your teammates & others Nice to have: Experience with Rust (or C/C++/Go) - a strong plus Experience developing or contributing to ML platforms or ML infrastructure - a strong plus Experience setting up and operating any vector database (Qdrant, Milvus, Weaviate, OpenSearch, pgvector, etc.) - a strong plus Experience with model serving / inference infrastructure, including LLMs Experience with Infrastructure as Code (Terraform or similar) Benefits 🏝️ Unlimited vacation time - we strongly encourage all of our employees take at least 3 weeks per year 🌎 Fully remote team - choose where you live 🛋️ Work from home stipend! We want you to have the resources you need to set up your home office 💻 Apple laptops provided for new employees 🧑🎓 Training and development budget for every employee, refreshed each year 👪 Maternity & Paternity leave for qualified employees 🧠 Work with smart people who will help you grow and make a meaningful impact 💵 Base salary: $80k–$120k USD, depending on knowledge, skills, experience, and interview results 📈 Stock options - offered in addition to the base salary 🎉 Regular team offsites to connect and collaborate Diversity, Equity, and Inclusion at Constructor At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group. Studies have shown that women and people of color may be less likely to apply for jobs unless they meet every one of the qualifications listed. Our primary interest is in finding the best candidate for the job. We encourage you to apply even if you don’t meet all of our listed qualifications. How we handle your data. By submitting this application, you acknowledge that Constructor will collect and process the personal data you provide for the purpose of evaluating your candidacy for this role. If you are not selected, we will retain your data for a limited period as described in our Recruitment Privacy Notice . After that period your data will be deleted or anonymized. Find more English Speaking Jobs in United Kingdom on Arbeitnow
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Listed on arbeitnow · posted 2026-09-27. ApplySarthi collects openings and links to application pages; the role is advertised by Constructor, not by us.