Senior Data Scientist

Posted 6 Days Ago
Be an Early Applicant
Fort, Colombo, LKA
In-Office
Senior level
Big Data • Information Technology • Professional Services • Consulting
The Role
Lead projects to design and implement supervised and unsupervised machine learning methods on large GPS and sensor datasets. Build predictive models for transport types, home/work detection and human behavior, improve methods, and productionize models while coaching colleagues.
Summary Generated by Built In

For our customer, we are looking for a Senior Data Scientist with extensive experience in machine learning, software engineering,

predictive analytics, and time series modeling. As Senior Data Scientist, you will lead your own projects and coach colleagues.


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;
  • Expert in machine learning and data modeling;
  • Experience in software engineering and deployment to production;
  • Proven experience with generative and discriminating techniques;
  • Deep understanding of clustering, manifold learning and predictive modeling techniques;
  • Use big data tools such as Spark for development;
  • You can work independently and take matters into your own hands;


Nice to have:

  • Deep Learning; LSTMs, Convolutional neural networks, etc;
  • Sensor data modeling from mobile devices or wearables;
  • Data engineering expertise;
  • Experience with Java;


Offered:

  • Challenging position at the 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 related field
  • Expert in machine learning and data modeling
  • Experience in software engineering and deployment to production
  • Proven experience with generative and discriminative techniques
  • Deep understanding of clustering, manifold learning and predictive modeling techniques
  • Experience with predictive analytics and time series modeling
  • Experience working with big data and tools such as Spark
  • Ability to work independently and lead projects, coach colleagues
  • Deep learning (LSTMs, CNNs)
  • Sensor data modeling from mobile devices or wearables
  • Data engineering expertise
  • Experience with Java
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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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