Applied Machine Learning Architect

1 day ago

Bengaluru, Karnataka, India Are you in? Full time ₹ 12,00,000 - ₹ 36,00,000 per year
About the role

At Alaan, we're building the modern financial stack for the Middle East—empowering businesses to manage cards, payments, and expenses with speed, intelligence, and trust. AI is already deeply embedded in our product, powering critical customer workflows. Now, we're scaling our AI and ML engineering team to ensure intelligence sits at the heart of every problem we solve.

We're looking for an Applied Machine Learning Architect who will own the full lifecycle of ML features - from designing data pipelines to building, evaluating, deploying, and maintaining high-performance models. You'll work closely with AI Product, Data Science, and Engineering teams to turn promising prototypes into scalable, reliable, and explainable features that deliver measurable business impact.

What you'll do
  • Model Development & Deployment: Build, fine-tune, and evaluate models - including supervised learning, NLP, LLMs, and retrieval systems—for real-world finance workflows. Design experiments and offline/online evaluations to validate performance, optimizing for accuracy, latency, scalability, and cost.
  • Data Engineering & Pipelines: Develop and maintain robust data pipelines for both training and inference. Ensure data quality, labeling processes, and feature engineering are production-ready.
  • Productionization: Implement model versioning, CI/CD for ML, monitoring, and drift detection. Create alerting and automated retraining workflows to sustain performance at scale.
  • Collaboration & Delivery: Partner with product managers and designers to ensure ML solutions address customer needs. Work with backend engineers to integrate ML services into product workflows, and document systems, decisions, and learnings for transparency and reusability.
What we are looking for
  • ML & Data Science Fundamentals: You have 5–8 years of experience in ML engineering or applied ML roles, with at least 3 years deploying and maintaining production-grade ML systems. You bring deep expertise in supervised learning, NLP, and LLM techniques, and understand embeddings, vector search, RAG, and transformer architectures. You're fluent in evaluation metrics such as precision/recall/F1, AUC, and BLEU, and ideally have applied them in fintech, expense management, or workflow automation contexts.
  • Engineering Proficiency: You're highly skilled in Python (NumPy, Pandas, scikit-learn, PyTorch/TensorFlow) and experienced with ML pipeline orchestration tools like Airflow, Prefect, or Kubeflow. You're comfortable working with APIs, microservices, and backend integration, and have deployed models in cloud environments such as AWS, GCP, or Azure.
  • Data Infrastructure: You're fluent in SQL for large-scale data analysis and experienced with vector databases (e.g., Pinecone, Weaviate, FAISS) and other data stores. You may also have worked with feature stores, online learning systems, or real-time inference pipelines.
  • ML Ops & Production: You understand best practices for monitoring, logging, and automating retraining workflows. Experience with LLM orchestration frameworks like LangChain or LlamaIndex is a plus, as is exposure to privacy, compliance, and security considerations in ML systems.
What's in it for you
  • Contribute to building the Middle East's most beloved fintech brand from the ground up
  • Benefit from a role with significant ownership and accountability
  • Thrive in a flexible hybrid culture with ample work-life balance
  • Participate in exciting offsite events
  • Competitive salary and equity
  • Enjoy additional perks like travel allowances, gym memberships, and more

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