Machine Learning Engineer

View: 102

Update day: 06-05-2024

Location: Trivandrum Kerala Bengaluru / Bangalore Karnataka

Category: IT - Software

Industry: Software Product

Position: Software Developer

Job type: Full Time, Permanent

Experience: 3 - 7 years

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Job content

Responsibilities

Deep understanding of machine learning technology
Research, experiment, build prototypes using machine learning applicable to the proposed solutions
Apply machine learning, statistics and optimization techniques on the data set for different verticals
Research, develop, and apply methods for inference and classification from various data points
Conduct exploratory data analysis in high dimensions
Verify algorithms by simulation and user tests
Develop NLP or other text analytic components
Research-minded, ability to run experiments independently

Technical Skills

3-7 years of experience in IT and 4+ years of relevant Machine learning experience
Exposure to NLP Packages (Any of Core NLP/Open NLP)
Experience in leveraging Computer Vision and OCR in document extraction use cases
Hands-on experience in working with ML problems (ex, Classification/Regression/Anomaly Detection)
Python ML Packages(Scikit/Numpy/Pandas/OpenCV)
Experienced in PySpark
Exposure to REST concepts
Hands-on experience on a minimum of 2 projects that involves either ML or Deep Learning
Concepts like Probabilistic Reasoning & Statistical Inference, Cost Functions etc.
Heterogeneous programming experience
Theano/Keras/Tensorflow /Deep Speech (Any Deep learning package)
Familiarity with Hadoop and sub projects
Familiarity with Graph DB like Neo4jxx

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