Senior Specialist - Data Sciences

Role description

Your responsibilities as a Data Science Specialist

You will be responsible for design and engineering aspects of the Machine Learning ecosystem developing life cycle frameworks and delivering stateoftheart solutions for ML pipelining deployment and integration with the backend product Your role is needed to ensure efficient architecture and lowlevel design of deep learningbased solutions and highquality deliverables with focus on innovation scientific research experimentation and optimal design

A successful candidate will have strong analytical skills be passionate towards resolving complex problems building scalable and stable solutions and open for technical challenges The ideal candidate will bring new knowledge and experience to the team As a subject matter expert you will be combining your professional experience and an intrinsic desire for problem solving

Development and implementation of ML models for product brand extraction based on product name description and other attributes

Development and implementation of MLbased product matching solutions

Development of textbased product classification tools

Analyze big amount of data from online retailers using statistical techniques to identify patterns

Build ML statistical and analytical models forecasting models

Create MLDL solution and infrastructure

Responsible for statistical analysis and model research to develop an advanced analytical approach to generate the required insights

Design and implement efficient faulttolerant Machine Learning flows for processing highvelocity heterogeneous data including optimization of Machine Learning workflows for building automated decision systems that provide future predictions

Provide statistical analysis of large and complex datasets and ensure accuracy in analysis

Develop innovative and effective approaches to solve analytics problems

You will fit right in if you have

8 years of relevant experience in the domain

Bachelors degree in Computer Science or equivalent

4 years experience researching and developing ML models for big data analysis

3 years experience and deep understanding of text processing techniques and best practices classification NER text ranking

2 years experience of training and productionalization of deep learning models

3 years experience of software development in Python

Excellent knowledge of the data science problems including large scale data and data pipeline management

Excellent presentation skills communication skills verbal and written

Expert in using data analytical and modeling tools

Excellent knowledge in using visualization tools

Strong interpersonal skills and a combination of analytical skills intellectual curiosity and accountability

Technical skills

Python Pandas NumPy scipy scikitlearn

Textual data processing libraries NLTK GenSim

Experience of deep learning in NLP LSTM BERT etc

Proficiency with any deep learning framework Tensorflow Keras is preferred

If you are excited for Opportunities to grow with Publicis Groupe that believes in Power of One We will help you partner with our clients across the globe in various industries

Diverse team progressive work environment

A place where learning never stops We ensure you get trained on multiple platforms and domains which enables you to have cross functional experience within the organization

Empowering your ambitions through our dedicated Total Rewards Program competitive pay and benefits package

You are the one were looking for someone who truly understands what it takes to serve clients beyond expectations crack oneoff client challenges Develop insights Spark breakthrough creative ideas

Skills

Mandatory Skills : Python-NLTK