Machine Learning
Alten
Porto, Portugal
há 1 dia

Tasks

Do you want to work in exciting projects at renowned clients? At ALTEN we believe that knowing and meeting the expectations of our consultants is a key factor in our success.

Our consultants make the difference. Do you want to make the difference too?

We are now looking for an Engineering Consultant Machine Learning to join our team in the North of Portugal, to develop classification models that are na integral component of real world In-Vehicle sensing technologies.

The position will require :

  • designing, experimenting, and evaluating models that identify patterns in structured and unstructured data (e.g., audio, images and video);
  • Understand and implement state-of-the-art academic research papers to apply and develop novel approaches and algorithms;
  • A strong candidate will have knowledge of ML, DL, and neural networks with experience working on a range of classification and optimization problems, recommendation algorithms and content understanding;
  • Qualifications

  • Graduate degree (PhD or MSc) in Computer Science, Electrical Engineering of Physics with specialization in Artificial Intelligence, Data Science, or Statistics;
  • Recent proven experience of applying machine learning or deep learning techniques.
  • Knowledge of machine learning algorithms (e.g. CRF, SVM, HMM) and deep learning approaches (e.g. CNN, RNN, LSTM);
  • Proficient in using R or Python for data analysis and model development;
  • Proficient in Machine Learning and Statistical libraries (e.g. R, Python SciPy & Scikit-learn, MLlib) with a strong statistical modelling expertise;
  • Familiarity with programming in other languages is aplus (e.g. Java, C / C++, Matlab,);
  • Expertise in collection, processing, evaluating signal data (audio, images and video);
  • Expertise in data manipulation : use of structured data tools (e.g., SQL), & unstructured (preferred) data tools and platforms;
  • Experience model development (e.g. regression, cluster analysis, recommender systems);
  • Understanding of different modelling techniques and machine learning algorithms;
  • Familiarity with visualization tools (e.g. InfluxDB, PowerBI);
  • Software development methodologies and skills (source code management, debugging, testing, deployment) is a plus;
  • Paste experience in working with Agile methodologies is also a plus;
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