Square Panda is seeking a Artificial Intelligence Lead at our Mumbai Office - India headquarters who will work with the internal Square Panda team (engineering, product, educational curriculum). Square Pandas Educational Cloud Platform delivers critical functionality to our innovative educational technology products.
This role is to help build grounds up Artificial Intelligence platform enabled by data sciences and engineering layer. The role involves design, development, and deployment of predictive systems, autonomous agents, and other advanced AI systems. Think of this as an AI product which shall mature with time, with initial focus to build the data layer and then build AI engine to self learn the processes enabled on the Technology Stack in scope. You will be constantly improving our models, working to deploy improvements in conjunction with our engineering team and ensuring the scalability of our products as we continue to grow. Previous experience with AI product / tech start up is a big plus. You should be able to construct models using existing publications, open-source libraries and our own AI framework. Deploy models into production, mostly as API endpointsthis will require an understanding of modern cloud devops as well as the ability to coordinate with other team members. Setup and manage monitoring of AI development and production infrastructuree.g. how do we know our system is healthy. Benchmark our work against other commonly available solutions.
The Square Panda team is fun-loving, quirky, and full of self-starters. We are looking for someone who values working independently but with the support of a skilled and diverse group of individuals. You should be motivated, can figure out what to do next when there is downtime, and want to have an impact on the world.
This position reports to the Sr. Director of Engineering & AI, with important relationships to the Engineering & Product Team.
Previous experience in building Artificial Intelligence Solutions especially in the area of unstructured data like Voice, Video, Text and Images
Strong proficiency in Python (2.7 and 3.6+).
Experience building and deploying production machine learning and deep learning models (CNN,GAN,RNN)
Experience using open-source machine-learning and NLP libraries (such as Keras, PyTorch, Spacy, AllenNlp, etc.) as well as implementing commonly available off-the-shelf algorithms.
Ability to tackle scaling challenges in response to increased usage, either through deployment and auto-scaling settings or model structure.
Capable of using version control (git preferred).
Familiar with more modern data engineering pipelines and how they all fit together.
Experience with integration of data from multiple data sources
Excellent communication skills
Willingness to document work in a wiki and track work through an issue tracking system
7+ years of core AI / Data Sciences Product Building Experience
BS/MS in Computer Science or a related field and relevant experience
Previous start-up experience
Machine Learning / Deep learning experience or learning different ML/DL techniques
Expertise crafting custom feature extraction algorithms in NLP space
Experience with AWS ecosystem
Experience with Keras and TensorFlow
Experience with AWS SageMaker, particularly in a production environment
Experience configuring bare metal GPU instances
Experience with Python web development (Flask or Django)
Experience with time series data, LSTMs, Wavenet, and/or Imagenet
Familiarity with agile methodology and Jira
Experience with AWS cloud platform and services
Appreciation of Software development methodologies skills such as:
experience with a source control system
experience with an issue tracking system
preliminary testing and verification
experience with the design and development life-cycle
knowledge of debugging and problem-solving methodology, particularly as reported against Production software
Contact Company:Square Panda India LLP
Email Address:[email protected]
Contact No: 022 6239 6020
Offerd SalaryINR20,000 - INR30,000
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