Machine Learning Engineer Data Scientist
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Job Location:
Yearly Salary:
Posted on:
4 days ago
Vacancies:
1 Vacancy
Job Summary
Job Title: Machine Learning Engineer / Data Scientist
Role Summary
We are seeking a strong Machine Learning Engineer Data Scientist hybrid to design
build and productionize ML-driven observability solutions on top of large-scale session
data (RUM logs WebRTC clickstreams). The role focuses on behavioral inference
anomaly detection multimodal signal fusion and scalable ML systems to reduce
MTTR/MTTD and improve user experience insights.
Required Skills
Core ML & DS
Strong foundation in:
o Supervised & unsupervised learning
o Anomaly detection
o Time-series modeling (Prophet/ARIMA/Deep Learning)
o NLP (Transformers BERT variants)
o GenAI LLM RAG Agentic
Experience with multimodal ML systems
Engineering & Systems
Strong Python skills
Experience with:
o PySpark / Spark / distributed data processing
o Streaming systems (Kafka)
o APIs & microservices
Ability to handle high-scale event data pipelines
Modeling Techniques
Clustering ( hierarchical KMeans density-based)
Classification (XGBoost tree-based models)
Feature extraction (TF-IDF embeddings)
MLOps & Deployment
Experience with:
o ML pipelines (Airflow Kubeflow etc.)
o Docker/Kubernetes
o Model versioning & monitoring
Good to Have
Experience with observability/RUM tools
Knowledge of WebRTC/audio signal processing
Exposure to LLMs RAG and prompt engineering
Understanding of frontend performance metrics (LCP INP CLS)
Experience
6 years in Data Science / Machine Learning Engineering roles
Prior experience in production ML systems is mandatory
Required Experience:
IC
About Company
At ALIQAN Technologies we provide multiple IT related services to our customers, giving them pure satisfaction and fulfilling all their needs just at one location. We provide them with all kind of related services here, thus saving them from the hardship of moving all over the town. B ... View more
