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

Valuable 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.

📌 Sr. Data Scientist (Pune)
🏢 Red Bixbite Solutions
📍 Pune