Data Science Engineer Job in Eclature Technologies

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