Avatar for Ezeiatech Systems

IT Consulting

Machine Learning Engineer (2+ Years Experience)

₹1L – ₹25L • No equity
Apply now

Job Description

We are hiring for experts in machine learning to help us extract value from our data. You will lead all the processes from data collection, cleaning, and preprocessing, to training models and deploying them to production.

The ideal candidate will be passionate about artificial intelligence and stay up-to-date with the latest developments in the field.

Data we deal with is audio recordings of customers and agents.

Responsibilities

  • 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
  • Analyzing 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
  • Finding available datasets online that could be used for training
  • Defining the preprocessing or feature engineering to be done on a given dataset
  • Defining data augmentation pipelines
  • Training models and tuning their hyperparameters
  • Analyzing the errors of the model and designing strategies to overcome them
  • Deploying models to production

Skills

  • Proficiency with a deep learning framework such as TensorFlow
  • Proficiency with Python and basic libraries for machine learning
  • Expertise in visualizing and manipulating big datasets
  • Familiarity with Linux
  • Ability to select hardware to run an ML model with the required latency

Ezeiatech Systems at a glance

IT Consulting

Ezeiatech Systems focuses on Information Technology, Online Travel, CRM, Ecommerce, and Mobile Application. Their company has offices in Gurgaon and Noida. They have a mid-size team that's between 51-200 employees.

You can view their website at http://www.ezeiatech.com