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“ What should be the skills to apply for a Junior Data Scientist position? ”

Abhishek G. asked a question in topic Career Choices
to Amaris Recruitment Team

28/01/2019
39
2
I am a Junior Data Scientist by profession with a background in Physics and Mathematics. I wish to receive an opportunity to prove my motivation and skills to be part of Amaris.
30/01/2019
Digital Marketing Project Manager, Amaris

Hello Abhishek,
Thank you for your interest in our company.

I've redirected your question to Yann C., our unique data scientist on the platform. I'm sure he'll have great tips to help you succeed.

Wish you the best for your career,
Best regards,

People invited to join the discussion:

AI Research Engineer & Data Scientist, Amaris Lab
04/02/2019
AI Research Engineer & Data Scientist, Amaris Lab

Hello Abhishek,

Here is my advice:

As a junior Data Scientist, you might first want to have a good knowledge of manifold Machine Learning models (e.g. Decision Trees, Support Vector Machines, Convolutional or Recurrent Neural Networks, K-Means, etc.) and to know how and in which context to use them. You need to know how they work, dive into the math, so you will be able to argue your solutions choices and converge faster to the best results. Value your background in that perceptive. Also, knowledge in statistics is of great value in that field.

Gain as much experience as you can for example by participating in competitions on Kaggle or implementing your own projects and push it on your GitHub account so a potential employer can have a look. Show that you are efficient at solving a Data Science problem and that you are used to the tools (TensorFlow, Keras, Scikit-learn, pandas, numpy, etc.).

Get updated to scientific news (e.g. MIT technology review, KDNuggets, Medium towards Data Science, etc.) so to have a good culture and feed your curiosity in that field.

During a mission, you might also have to dialogue with the client to better understand the given problem, propose solutions, think about solutions industrialization. Good communications skills and knowledge/experience of Machine Learning algorithms industrialization will be of great value.

Finally, make sure you are able to demonstrate your skills with consistency in front of a job interviewer.

As a worldwide fast growing group, Amaris will surely offer more and more Data Scientists positions opportunities in various sectors so please check our job opportunities on Amaris website.

I hope that this will help you in your process and that you get the best fulfilling opportunities!

Best regards,

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Amaris

Amaris is an independent, international Technologies and Management Consulting Group. Created in 2007, Amaris is already established in over 50 countries and supports more than 750 clients worldwide throughout their project's lifecycle. Our expertise covers five areas of innovation: Business and Management, Information Technologies, Engineering and High Technologies, Telecommunications and Biotech and Pharma. With more than 65 offices across the world, the Group offers proximity support to its clients in all their locations and many opportunities of international careers for employees.

In 2018, Amaris aims to reach a turnover of 260 million euros, 5000 employees and to develop its workforces with the anticipation of a further 2000 new job openings. We expect to triple our workforce within the next few years and reach a leading international position in independent consulting.

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