Machine Learning Intern

WHO ARE WE?

We are a bunch of super enthusiastic, passionate, and highly driven people, working to achieve a common goal! We believe that work and the workplace should be joyful and always buzzing with energy!

cloudsek.com/">CloudSEK, one of India’s most trusted Cyber security product companies, is on a mission to build the world’s fastest and most reliable AI technology that identifies and resolves digital threats in real-time. The central proposition is leveraging Artificial Intelligence and Machine Learning to create a quick and reliable analysis and alert system that provides rapid detection across multiple internet sources, precise threat analysis, and prompt resolution with minimal human intervention.

Founded in 2015, headquartered at Singapore, we are proud to say that we’ve grown at a frenetic pace and have been able to achieve some accolades along the way, including:

CloudSEK’s Product Suite:

• CloudSEK XVigil constantly maps a customer’s digital assets, identifies threats and enriches them with cyber intelligence, and then provides workflows to manage and remediate all identified threats including takedown support.
• A powerful Attack Surface Monitoring tool that gives visibility and intelligence on customers’ attack surfaces. CloudSEK's BeVigil uses a combination of Mobile, Web, Network and Encryption Scanners to map and protect known and unknown assets.
• CloudSEK’s Contextual AI SVigil identifies software supply chain risks by monitoring Software, Cloud Services, and third-party dependencies.

Key Milestones:

• 2016: Launched our first product.
• 2018: Secured Pre-series A funding.
• 2019: Expanded operations to India, Southeast Asia, and the Americas.
• 2020: Won the NASSCOM-DSCI Excellence Award for Security Product Company of the Year.
• 2021: Raised $7M in Series A funding led by MassMutual Ventures, with total investment in to $10M
• Awards & Recognition: Won NetApp Excellerator's "Best Growth Strategy Award," CloudSEK XVigil joined NVIDIA Inception Program, and won the NASSCOM Emerge 50 Cybersecurity Award.

ABOUT THE ROLE

In this position, you will be responsible for developing and optimizing Machine Learning models for Cloud-AI. In addition, responsibilities working as a part of CloudSek’s Data Science team which is researching and prototyping cutting-edge ML/DL techniques to build the world’s best cloudrisk assessment platform. This includes fast prototyping of DL models with high-level libraries like Keras and robust implementation, taking full advantage of leading frameworks.

Required skills

• Fundamental understanding of mathematical techniques involved in ML and DL schemas (Instance-based methods, Boosting methods, PGM, Neural Networks, etc.)
• Thorough understanding of state-of-the-art DL concepts (Sequence modeling, Attention, Convolution, etc.) along with a knack to imagine new schemas that work for the given data.
• NLP expertise, especially in Language modeling, at-least experience in using pre-trained language models (Transformer /GPT /BERT)
• Great programming skills with expertise in Python development standards
• Fluency in Python package ecosystem especially ML/ DL packages like TensorFlow, PyTorch, etc.
• Functional expertise in DL modeling practices specific to data at hand (Size of model, training procedures, hand-designed layers, etc)
• Familiarity with code production standards and version control systems

Good to have skills

• Basic understanding of the cyber security domain.
• Vivid interest in data accumulation (Data hunter) and automated data gathering expertise.
• Basic hands-on experience in at least one database search engine and NoSQL document storage (Elasticsearch, MongoDB etc)

Please Note :

• The duration of this internship will be 6 Months.
• We are currently looking for candidates who can work from the Bangalore office at least 2 days a week (we have 5 days working, Saturday and Sunday off)
• We are looking for candidates who can join us immediately.

Benefits of Joining CloudSEK

We provide an environment where you can develop and enhance your skills while delivering meaningful work that matters. You’ll be rewarded a competitive salary as well as a full spectrum of generous perks and incentives which include:

• Flexible working hours.
• Food, unlimited snacks and drinks are all available while at office.

And, the finest part is yet to come! Every now and then we ensure to unwind and have a good time together, which involves games, fun, and soulful music. Feel free to show off your artistic side here!