Pune
Full Time
02/01/2023.
Experience: 3-5 years.
Job description
We are looking for a candidate whose primary focus will be in applying Natural Language
Processing (NLP) AI techniques, doing machine learning, and building high-quality
prediction systems to classify data. Presenting information using data visualization
techniques. Undertaking data collection, preprocessing, and harmonization
Roles and Responsibilities
Develop applications in machine learning and artificial intelligence. Selecting
features, building and optimizing classifiers using machine learning techniques.
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 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 hyperparameters
Analyzing the errors of the model and designing strategies to overcome them
Deploying models to production
Desired Candidate Profile
Sound understanding of ML and DL algorithm
Architecture level understanding of CNN RNN algorithm
Experience with NLP data models and libraries
Good understanding of entity extraction using NLP
Handson tensorflow, scikit learn, spacy libraries etc
Good knowledge of transfer learning
Good scripting and programming skills in Python and Streamlight
Experience with common data science toolkits, such as Python, NumPy, Transformers,
Fast.AI, etc.
Excellent understanding of machine learning techniques and algorithms, such as
k-NN, Naive Bayes, SVM, Decision Forests, etc.
Proficiency in using query languages
Good applied statistics skills, such as distributions, statistical testing,
regression, etc.
Data-oriented personality. Data Wrangling and Data Exploration
Tableau, DataPrep is a PLUS
Note – Preference for immediate joiner and salary no bar for right candidate.
Join Us
Email:
[email protected]
Email:
[email protected]
Location:
Pune, Maharashtra.
