Gurugram, Haryana, India
Information Technology
Full-Time
Qualys
Overview
Come work at a place where innovation and teamwork come together to support the most exciting missions in the world!
Job Description
We are seeking a Data Scientist to develop next-generation Security Analytics products. You will work closely with engineers and product managers to prototype, design, develop, and optimize data-driven security solutions.
As a Data Scientist, you will focus on consolidating and analysing diverse data sources to extract meaningful insights that drive product innovation and process optimization. The ideal candidate has a strong background in machine learning, especially in the Natural Language Processing.
Responsibilities:
Job Description
We are seeking a Data Scientist to develop next-generation Security Analytics products. You will work closely with engineers and product managers to prototype, design, develop, and optimize data-driven security solutions.
As a Data Scientist, you will focus on consolidating and analysing diverse data sources to extract meaningful insights that drive product innovation and process optimization. The ideal candidate has a strong background in machine learning, especially in the Natural Language Processing.
Responsibilities:
- Design, develop, and deploy Machine Learning models.
- Collaborate with Product Management and cross-functional stakeholders to define problem statements, develop solution strategies, and design scalable ML systems.
- Leverage Large Language Models (LLMs) to build GenAI capabilities to drive business impact.
- Create insightful data visualisations, technical reports, and presentations to communicate findings to technical and non-technical audiences.
- Deploy ML models in production and implement monitoring frameworks to ensure model performance, stability, and continuous improvement.
- BS, MS, or Ph.D. in Computer Science, Statistics, or a related field.
- 2-5 years of experience in Machine Learning projects, including model development, deployment, and optimization.
- Deep understanding of ML algorithms, their mathematical foundations, and real-world trade-offs.
- Expertise in NLP techniques like Named Entity Recognition, Information Retrieval, Text classification, Text-to-Text Generation etc.
- Familiarity and working experience of GenAI applications, Experience with prompting, fine-tuning and optimizing LLMs.
- Knowledge of recent advancements and trends in GenAI, demonstrating a commitment to continuous learning in this rapidly evolving field.
- Hands-on experience with ML frameworks such as Scikit-Learn, TensorFlow, PyTorch, LangChain, vLLM etc.
- Strong programming skills in Python and/or Java.
- Experience in SQL, Pandas, and PySpark for efficient data manipulation.
- Familiarity with microservice architectures, CI/CD, MLOps best practices.
- Strong communication, problem-solving, and analytical skills; a collaborative team player.
- Familiarity with distributed computing frameworks such as Hadoop, Spark, and OpenSearch.
- Published research in AI/ML in peer-reviewed journals or top conferences (e.g., NeurIPS, ICML, CVPR).
- Prior experience applying AI/ML to cybersecurity use cases.
- Basic proficiency in Unix/Linux environments for scripting and automation.
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