Manager – Data Science

Tech & Platforms

Date : 05 Jan, 2023

Job description

The Manager – Data Science – will lead the team of Data Scientists, Python Programmers and Data Analysts in the organization – and will be primarily responsible for building models and bots for executing various data maintenance, profiling, and historical and predictive analysis tasks. We are looking for an intellectually curious, results-oriented, and energetic technical leader who is passionate about building large scale data processing systems to help manage the ever-growing information needs

Experience Essential

8-12 years of overall experience with at least 2-3 years as a Team Lead/Manager. • Demonstrated understanding and experience with relational data sets, OOPS concepts, data warehouses, data mining and data analysis techniques
Expertise in machine learning and statistical techniques such as classification, clustering, regression, statistical inference, collaborative filtering, natural language processing, experimental design, social networking analysis, feature engineering etc.
Experience working with Big Data and distributed auto-scaling cloud systems • Strong expertise in using basic Python libs used for data processing, manipulation, and cleaning like Pandas, NumPy, Scikit-Learn, SciPy, NLTK.
Expertise in relation extraction, knowledge graphs, Spacy, Pytorch/Keras/Tensorflow, NLP, Gensim, word embedding
Knowledge of pre-trained NLP models, like StandfordNLP, Google’s BERT, ELMo, ULMFiT • Experience in Deep learning models like CNN, RNN (Should be aware of methods like Back-propagation, Stochastic Gradient Descent, Learning Rate Decay, Max Pooling, Dropout, Long/Short term memory, etc)
Experience in web scraping and crawling using Beautiful Soup, Selenium, LXML, Scrapy, • Knowledge of building REST APIs and integration
Strong Engineering and DevOps orientation in agile environments.
Strong technical background to be able to translate business/product requirements into technical requirements
A never-ending drive to make products better
Ability to collaborate with diverse stakeholders
Outstanding communication and presentation skills
Excellent organizational and time management skills
Sharp analytical and problem-solving skills
Experience working in both startup and established organizations

Job Responsibilities

Lead a team of Data Scientists, Python Programmers, and Data Analysts for supporting business analytics and product platform data science requirements
Work closely with Product Managers, Project Managers and Business stakeholders for prioritising the product roadmap and other project-based deliverables
Evaluate, recommend, and deploy new tools or systems whether they be built in house, open source, or commercial offerings
Design scalable pipelines for unstructured data flow to enable pre-processing, annotation, and training.
Develop Unsupervised and Semi-supervised NLP and Computer Vision models to profile textual and visual data into pre-defined or undefined classes and values along with relationships, to achieve auto-encoding of textual data.
Provide guidance, educate, mentor, and develop team members to build out specific projects, and to continuously learn and teach new technology and techniques
Provide daily guidance to team members in a complex, high-performance platform by working through creative solutions, identifying issues and roadblocks, and reviewing system architecture decisions
Communicate findings and solutions clearly to a variety of audiences, by drafting clear, comprehensive specs for engineers or explaining algorithmic concepts
Write detailed technical requirements documents for efficient planning of sprints
Owner of all data science / python product backlogs

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Job Details

Total Experience :
8-12 years
Relevant Experience :
2-3 Years
Location :
Mumbai
Language Expertise :
Excellent written and verbal communication skills in english
Open Positions :
1
Educational Qualification :
BE

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