Data science engineer (Artificial intelligence)

  • Eclature Technologies
  • Daresbury, Warrington WA4, UK
  • 30/03/2022
Full time Data Science Machine Learning Business Intelligence Artificial Intelligence Software Engineering jobs

Job Description

A) Overall:

  • Strong trained knowledge in devising/enhancing machine learned (DL, NN) algorithms and data mining techniques for solving complex Big Data and enabling key business use cases through completion.

B) Machine Learning (Must have):

  • Strong knowledge in ML algorithms such as Logistic Regression, Naive Bayes, Bayesian Network, Decision Tree, Neural Network, SVM, Boosting, K-Means, Ensembler Classifiers, Random Forest, convex optimization, transfer learning.
  • Experience in frameworks such as Spark, Lucene or EMR to implement real-time ML systems

C) Data / AI Engineering (Must have):

  • Hands-on expertise in scripting – Python, R.

D) AI / DL Frameworks

  • Knowledge of atleast two frameworks AI / DL frameworks – Tensorflow, Keras, MxNet, Caffe. CNTK, Theano / Pytorch
  • Hands-on usage of leading tools for productionizing DL solutions – AWS Sagemaker / Libraries (like Rekognition), Azure ML components (Studio etc.), H2O AI.

E) Should have deep understanding in at-least one of the following – Computer Vision, Speech Recognition and / or NLP.

E1 – Computer Vision:

  • Experience with object detection, tracking, classification, recognition, scene understanding, facial expression analysis
  • Sound background in one or more of Computer Vision like Scene Understanding, Recognition (Face, Iris, Finger, Gesture,) Image Processing – hands-on expertise

E2 – Speech Recognition:

  • Should have good experience in speech technologies, ASR/TTS(Text to Speech).
  • Exposure to speech technology tools like, HTK, Kaldi, Festival
  • Knowledge in speech technologies (ASR or TTS) is required.
  • Strong understanding of Machine Learning techniques especially deep learning
  • Good Programming skills in C, Python & Shell scripting is desirable.

E3 – Natural Language Processing / Understanding / Generation

  • Knowledge with some of the NLP problems, like intent detection, sentiment analysis, NER etc
  • Strong understanding of Machine Learning techniques especially deep learning
  • Good Programming skills in C, Python & Shell scripting is desirable.

Experience: 0-2 years