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Data Science Manager
Data Science Manager
CoLearn's logo

Data Science Manager

Saroj Sahoo's profile picture
Posted by Saroj Sahoo
8 - 15 yrs
₹25L - ₹70L / yr (ESOP available)
Remote only
Skills
skill iconMachine Learning (ML)
skill iconData Science
Natural Language Processing (NLP)
Computer Vision
recommendation algorithm

About the Company

  • šŸ’°Ā  Early-stage, ed-tech, funded, growing, growing fast.
  • šŸŽÆĀ  Mission Driven: Make Indonesia competitive on a global scale.
  • šŸ„…Ā  Build the best educational content and technology to advance STEM educationĀ 
  • šŸ„‡Ā  Students-First approach

About the People

  • ā¤ļøĀ  Love what we do
  • šŸŽ®Ā  Committed to making learning fun, accessible, and safeĀ 
  • šŸ¤Ā  Teams are better. We value ownership, responsibility, transparency
  • šŸŒĀ  Global, diverse backgrounds. Been there, done that.

What does it look like one year from now?

  • CoLearn has grown so much, and you’ve been an important part of the growth. You solved hard problems that many didn’t know existed.
  • You’ve led the data science function and laid out the roadmap, implemented best practices, and grown the team. You’ve executed mission-critical projects. Congratulations!
  • You’re exploring what Data Science can do for the students, parents, teachers, educators.
  • You’ve been speaking at Data Science conferences about the image recognition system we built from scratch. You casually threw in the semantic search engine on slide 77.
  • The engineering and product teams are your friends. The teams take cross-functional collaboration, testing, and modeling for granted. It’s their second nature.
  • You have an encyclopedic knowledge of CoLearn’s data structures and metrics, and you’ve often provided key ideas for the product.

About you

  • Highly-skilled and experienced Data Scientist and leader
  • You are interested in creating next-gen data-powered education tech products.Ā 
  • You’ve worked in a Data Science role before where you took a data product to market
  • You are comfortable working with unknowns, evaluating the data, and applying scientific techniques to business problems and products
  • You’ve built platforms and systems from scratch
  • You have a track record of developing and deploying data-science models to production

Let’s talk tech

  • End-to-end AI/ML systems in the cloud, including data processing, feature engineering, and tuning of ML models in training and production (MLOps) — with both structured and unstructured data.
  • Deep Learning and Computer Vision models, ideally in a production environment
  • Hands-on Python/SQL, scikit-learn, Keras, PyTorch, Tensorflow, MXnet, etc.Ā 
  • Experience in Scala/Java/Go/C/C++ is a plus plus
  • Airflow/Luigi/Oozie and the likes
  • Familiarity with cloud deployment strategies (AWS/GCP) to deploy at scale

Track record

  • B.S./B.E./M.S./PhD in a quantitative field such as Computer Science, Engineering, Math, Statistics or equivalent years of experience
  • 10+ years of experience in data science, algorithmic engineering, and machine learning. Preferably solved problems from scratch to scale
  • Experience in hiring, managing highly-performant teams, and mentoring data science, data engineering, and analytics teamsĀ 
  • Experience developing a data science strategy, building the roadmap, and leading the execution
  • Track record of recruiting talent in analytics and data science

You will make us go šŸ˜ if:

  • You’ve won algorithm and machine learning competitions such as ACM and Kaggle
  • You have research publications and citations in top tier journalsĀ 
  • You have a portfolio of side projects and can show it to us
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Shubham Vishwakarma

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About CoLearn

Founded :
2020
Type :
Product
Size :
100-500
Stage :
Raised funding

About

CoLearn is a EdTech platform that is improving the way students learn in Indonesia. Our platform empowers tuition centers and tutors to create engaging and interactive online learning experiences for their students. Our mission is to improve education standards for Indonesia's youth and make the country globally competitive.

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Connect with the team

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Saroj Sahoo

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