Senior Data Scientist

4 weeks ago

Goa, India Neo Wealth and Asset Management Full time

About Neo Group:

Neo is a new-age, focused Wealth and Asset Management platform in India, catering to HNIs, UHNIs and multi-family offices. Neo stands on its three pillars of unbiased advisory, transparency and cost-efficiency, to offer comprehensive, trustworthy solutions. Founded by Nitin Jain (ex-CEO of Edelweiss Wealth), Neo has amassed over USD 3 Billion (₹25,000 Cr.) of Assets Under Advice within a short span of 2 years since inception, including USD 360 Million (₹3,000 Cr.) Assets Under Management. We have recently partnered with Peak XV Partners via a USD 35 Million growth round.


To know more, please visit: www.neo-group.in


Position: Senior Data Scientist

Location: Goa

Experience: 4 - 8 years


Job Description:

You are a data pro with deep statistical knowledge and analytical aptitude. You know how to make sense of massive amounts of data and gather deep insights. You will use statistics, data mining, machine learning, and deep learning techniques to deliver data-driven insights for clients. You will dig deep to understand their challenges and create innovative yet practical solutions.


Responsibilities:

• Meeting with the business team to discuss user interface ideas and applications.

• Selecting features, building and optimizing classifiers using machine learning techniques

• Data mining using state-of-the-art methods

• Doing ad-hoc analysis and presenting results in a clear manner

• Optimize application for maximum speed and scalability

• Assure that all user input is validated before submitting code

• Collaborate with other team members and stakeholders

• Taking ownership of features and accountability


Requirements:

• 4+ years’ experience in developing Data Models

• Excellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, etc.

• Excellent understanding of NLP and language processing

• Proficient understanding of Python or PySpark

• Good experience of Python and databases such as MongoDB or MySQL

• Good applied statistics skills, such as distributions, statistical testing, regression, etc.

• Build Acquisition Scorecard Models

• Build Behaviour Scorecard Models

• Created Threat Detection Models

• Created risk profiling model or classification model

• Build Threat/Fraud Triggers from various sources of data

• Experience with Data Analysis Libraries - NumPy, Pandas, Statsmodels, Dask

• Good understanding of Word2vec, RNNs, Transformers, Bert, Resnet, MobileNet, Unet, Mask-RCNN, Siamese Networks, GradCam, image augmentation techniques, GAN, Tensorboard

• Ability to provide accurate estimates for tasks and detailed breakdowns for planning and managing sprints

• Deployment - Flask, Tensorflow serving, Lambda functions, Docker is a plus

• Previous Experience leading a DS team is a plus


Personal Qualities:

• An ability to perform well in a fast-paced environment

• Excellent analytical and multitasking skills

• Stays up-to-date on emerging technologies

• Data-oriented personality


Why join us?

We will provide you with the opportunity to challenge yourself and learn new skills, as you become an integral part our growth story. We are group of ambitious people who believe in building a business environment around new age concepts, framework, and technologies built on a strong foundation of industry expertise.


We promise you the prospect of being surrounded by smart, ambitious, motivated people, day-in and day-out. That’s the kind of work you can expect to do at Neo.

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