We are looking for an experienced Machine Learning Engineer / Data Scientist to design, build, and productionize ML-driven observability solutions using large-scale session data such as RUM, logs, WebRTC, and clickstreams.The role focuses on behavioral inference, anomaly detection, multimodal signal fusion, and scalable ML systems to improve user experience insights and reduce MTTD/MTTR.Core ML & Data Science SkillsStrong expertise in Supervised & Unsupervised LearningAnomaly Detection and behavioral modelingTime-Series Modeling – Prophet, ARIMA, Deep LearningNLP – Transformers, BERT variantsGenAI – LLMs, RAG & Agentic AIExperience with multimodal ML systemsML Engineering & Data SystemsStrong proficiency in PythonHands-on experience with PySpark / Spark and distributed data processingExperience with Kafka / streaming systemsExperience developing APIs and microservicesAbility to design and process high-scale event data pipelinesModeling ExpertiseClustering: K-Means, Hierarchical, Density-BasedClassification: XGBoost, Tree-Based ModelsFeature Extraction: TF-IDF, EmbeddingsMLOps & DeploymentExperience with ML pipelines / KubeflowHands-on experience with Docker & KubernetesModel versioning, deployment, monitoring, and performance trackingStrong experience with production ML systemsGood to HaveExperience with Observability / RUM toolsKnowledge of WebRTC / Audio Signal ProcessingExposure to LLMs, RAG & Prompt EngineeringUnderstanding of frontend performance metrics: LCP, INP, CLSShare your profiles at mahek@aliqan.com

Machine Learning Engineer / Data Scientist

Emma

Responsibilities

Skills wanted:

Language(s) required:

Mahak Khan

Mahak Khan

aliqan.com

Admin access needed