ML Researcher
Oil & Energy Industry

1 - 3 yrs
₹8L - ₹12L / yr
Delhi, Gurugram, Noida
Skills
Digital Signal Processing
Statistical signal processing
Big Data
Linux/Unix
OpenCV
TensorFlow
Keras
Understanding business objectives and developing models that help to achieve them,
along with metrics to track their progress
Managing available resources such as hardware, data, and personnel so that deadlines
are met
Analysing the ML algorithms that could be used to solve a given problem and ranking
them by their success probability
Exploring and visualizing data to gain an understanding of it, then identifying
differences in data distribution that could affect performance when deploying the model
in the real world
Verifying data quality, and/or ensuring it via data cleaning
Supervising the data acquisition process if more data is needed
Defining validation strategies
Defining the pre-processing or feature engineering to be done on a given dataset
Defining data augmentation pipelines
Training models and tuning their hyper parameters
Analysing the errors of the model and designing strategies to overcome them
Deploying models to production
along with metrics to track their progress
Managing available resources such as hardware, data, and personnel so that deadlines
are met
Analysing the ML algorithms that could be used to solve a given problem and ranking
them by their success probability
Exploring and visualizing data to gain an understanding of it, then identifying
differences in data distribution that could affect performance when deploying the model
in the real world
Verifying data quality, and/or ensuring it via data cleaning
Supervising the data acquisition process if more data is needed
Defining validation strategies
Defining the pre-processing or feature engineering to be done on a given dataset
Defining data augmentation pipelines
Training models and tuning their hyper parameters
Analysing the errors of the model and designing strategies to overcome them
Deploying models to production
Read more
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PlatoWorks
About
We at PlatoWorks explore and build products in Blockchain, Cryptocurrencies and VR/AR. We help traditional businesses become more efficient, streamlined, creative and innovative by helping them realize the potential of latest tech - Blockchain and VR/AR. We provide complete end to end solutions and even help companies in research based projects that require engineers and manpower that can approach a problem through non-traditional and unconventional routes.
Benefits of Joining
• Challenging Startup Environment
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• Develop leadership qualities – Lead projects on your own
• Flexible work timings
• Free snacks and drinks
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