Machine Learning Engineer
Bengaluru, Karnataka
Applications have closed
Armorblox
Stop BEC, targeted phishing attacks, and data loss with Armorblox, an email security solution powered by Natural Language Understanding and Machine Learning.Armorblox is a cybersecurity innovator that helps organizations communicate more securely over email and other cloud office applications using Natural Language Understanding (NLU). The Armorblox platform connects over APIs and analyzes thousands of signals to understand the context of communications and protect people and data from compromise.
Tens of thousands of organizations use Armorblox to stop Business Email Compromise (BEC) and targeted phishing attacks, protect sensitive PII and PCI, and automate remediation of user-reported email threats.
Armorblox was featured in the 2019 Forbes AI 50 list and was named a 2020 Gartner Cool Vendor in Cloud Office Security. Founded in 2017, Armorblox is headquartered in Sunnyvale, CA and backed by General Catalyst and Next47.
At Armorblox, we are constantly innovating and experimenting with new approaches to detect advanced email attacks and data loss. To do this successfully, we train our machine learning models with new attack strategies.
As a key member of the Engineering team, you will be responsible for building core components of the Armorblox security products. You will enjoy working in a culture of constant learning. You will be actively training, evaluating and deploying machine learning models to solve challenging Natural Language and Computer vision problems.
Job Duties
- Develop highly scalable classifiers and other models leveraging machine learning, deep learning and rules-based models - 35%.
- Apply the latest advances in deep learning and machine learning to increase our current models’ performance. - 15%.
- Develop and implement applications and services in Go, Python, Java or C/C++ - 25%.
- Work with quality and tools teams to review test plans and specifications - 5%.
- Perform root cause analysis, troubleshooting and fixing defects in the product and platform - 10%.
- Interact with product stakeholders in understanding and defining the product requirements and use cases - 10%.
Must Haves
- Bachelor’s degree in Computer Science, Electrical Engineering or related fields.
- 2+ years of work experience as a machine learning engineer, data scientist and software developer.
- Solid background and knowledge in machine learning and deep learning. Proficiency in various neural networks architectures including CNN, RNN, Deep Learning, Reinforcement Learning etc.
- Solid familiarity with one of the deep learning frameworks: Pytorch, Tensorflow, Keras, etc.
- Strong understanding of data structures, algorithms, and application to real-world projects.
- Proficiency in one or more of the following languages - GoLang, Python, Java, C/C++.
- Familiarity with NoSQL, SQL, relational and graph data stores
Nice to haves
- Master’s degree in Computer Science, Electrical Engineering or related fields.
- Relevant professional experience with one or more of the following: Natural Language Understanding, classification, pattern recognition, recommendation systems, targeting systems, ranking systems or similar.
- Enjoy working in a fast-paced, rapidly changing environment.
- Ability to continuously learn and work both independently and in a team
Our People are our most important asset.We believe in recruiting the best talent that enhances our culture, embodies our values and empowers Armorblox. We center our programs and initiatives around our People and are committed to an inclusive and diverse team through programs and initiatives, equal pay, competitive benefits, and more.
Armorblox is an equal opportunity employer. We do not discriminate based on race, ethnicity, color, ancestry, national origin, religion, sex, sexual orientation, gender identity, age, disability, veteran, genetic information, marital status or any other legally protected status.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: APIs C++ Classification Computer Science Computer Vision Deep Learning Engineering Golang Keras Machine Learning ML models NoSQL Python PyTorch RNN Security SQL TensorFlow
Perks/benefits: Career development Competitive pay
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