Description
Today’s world is crime-riddled. Criminals are everywhere, invisible, virtual and sophisticated. Traditional ways to prevent and investigate crime and terror are no longer enough…
Technology is changing incredibly fast. The criminals know it, and they are taking advantage. We know it too.
For 30 years, the incredible minds at Cognyte around the world have worked closely together and put their expertise to work, to keep up with constantly evolving technological and criminal trends and help make the world a safer place with leading investigative analytics software solutions.
We are defined by our dedication to doing good and this translates to business success, meaningful work friendships, a can-do attitude, and deep curiosity.
Our product:
Our analytics platform powers our portfolio. Data is growing rapidly and is highly fragmented across different departments, and organizations are looking to adopt open software to keep up with the pace of technology. These market shifts require security organizations to deploy an analytics platform that can connect different solutions from either Cognyte or third parties to effectively develop new capabilities.
We are currently looking for an exceptional and passionate Senior Machine Learning Engineer to join our Fusion Analytics team in Bulgaria.
As a Cognyter you will:
- Participate in High Level Research and Design of Machine Learning Models in Computer Vision / NLP to meet product requirements
- Productionize ML models into containerized microservices
- Get our ML models working in a generic way on GKE (Google Kubernetes Engine) / and on-prem Cloud Native – for integration with our dev teams
- Extract, transform and load datasets into formats suitable as features for model training
- Integrate the system with various Machine Learning models for purposes of training / inference
- Deploy of GPU accelerated pods on Kubernetes on GKE / on-prem – for integration with our dev teams
- Implement an end-to-end Machine Learning pipeline infrastructure
Requirements
For that mission you’ll need:
- Experience or Final project/Courses in Machine Learning or Deep learning
- Programming language: python
- Notebooks: jupyter / colab
- Data munging: pandas, numpy, matplotlib
- Microservices: django
- Infra: git, bash, cloud, docker
- Machine learning frameworks: Scikit Learn
- Deep learning frameworks: TensorFlow, PyTorch
Nice to have:
- Kubernetes, Bash, Google Cloud
- MLOps: KubeFlow, TFX, TensorBoard
- Computer Vision and natural language processing
- Model architectures: Convnets, LSTM RNNs, Graph Neural nets, Variational Encoders, GANs, Wide Context Transformers
Remember: When you're curious enough, you don't need to check every box to apply. Be in touch!
We believe that diverse teams drive the greatness of ideas, products, and companies. Whatever your gender, age, race, creed, or taste in music – if you're curious enough, you don't need to check every box to apply. We’re waiting for you. Apply now.
Top Skills
What We Do
Cognyte Software Ltd. is a global leader in investigative analytics software that empowers a variety of government and other organizations with Actionable Intelligence for a Safer World™. Our open interface software is designed to help customers accelerate and improve the effectiveness of investigations and decision-making. Hundreds of customers rely on our solutions to accelerate and conduct investigations and derive insights, with which they identify, neutralize, and tackle threats to national security and address different forms of criminal and terror activities.
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