Junior Data Scientist

Posted 2 Days Ago
Be an Early Applicant
Fort, Colombo, LKA
In-Office
Junior
Big Data • Information Technology • Professional Services • Consulting
The Role
Design and implement supervised and unsupervised machine learning methods on large GPS and sensor datasets. Train models to predict transport types, home/work locations and human behaviors, improve methods, and productionize models for deployment.
Summary Generated by Built In

For our customer, we are looking for a Junior Data Scientist with a passion for machine learning and data analysis to solve challenging data analytic problems.


Tasks and responsibilities:

  • Design and implement state-of-the-art methods for both supervised and unsupervised learning;
  • Work with big data (GPS fixes and sensors) from hundreds of thousands of users;
  • Train algorithms to predict low events concepts (type of transports,
  • home/work location) and human behavior (commuting, sporting, shopping);
  • Help the team to improve upon current methods and models. With a
  • practical mindset you will bring these models into a production
  • environment;


Profile:

  • Masters degree or PhD in computer science or a related field;
  • Professional or academic experience in machine learning and data modeling;
  • Used generative (e.g. Gaussian Mixture Models) and discriminative (e.g. Random Forest) classification techniques;
  • You have a strong mathematical background and analytical mindset;
  • You are fluent in Python and have strong knowledge of software development;
  • You are fluent in English;


Nice to have:

  • Experience in signal processing;
  • Geo-spatial and Spatio-temporal learning;
  • Knowledge of natural language processing;
  • Sensor data modeling from mobile devices or wearables;
  • Big data engineering knowledge (Spark, Kafka, database,…);
  • Experience with Java;
  • Deep Learning; LSTMs, Convolutional neural networks, etc;


Offered:

  • Challenging position at market leader, working on top products;
  • Attractive salary package;
  • Relocation and visa support;


Interested:

Please send your CV to [email protected].



Skills Required

  • Master's degree or PhD in computer science or a related field
  • Professional or academic experience in machine learning and data modeling
  • Experience with generative (e.g., Gaussian Mixture Models) and discriminative (e.g., Random Forest) classification techniques
  • Strong mathematical background and analytical mindset
  • Fluent in Python
  • Strong knowledge of software development
  • Fluent in English
  • Experience in signal processing
  • Geo-spatial and spatio-temporal learning
  • Knowledge of natural language processing
  • Sensor data modeling from mobile devices or wearables
  • Big data engineering knowledge (Spark, Kafka, database, ...)
  • Experience with Java
  • Deep Learning (LSTMs, Convolutional Neural Networks, etc.)
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The Company
132 Employees

What We Do

All European Careers is a full-service IT staffing solutions consultancy operating worldwide. It specializes in hiring and selecting Java talent for leading companies in Europe on a permanent, contingent, or project sourcing basis. The company provides tailor-made recruitment services for technologies including Java, Drupal, Angular, DevOps, and Big Data, focusing on building long-term strategic partnerships with its customers and candidates.

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