Data Scientist
ExternalFull-timeOn-site2w ago
CI/CDClassificationHadoopJavaLangChainLinux
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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 visualizations , 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.
Requirements
- 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.
- E xpertise in N LP techniques like Named Entity Recognition , I nformation 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 .
Additional Information
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. The ideal candidate has a strong background in machine learning, especially in the NLP/GenAI domain.
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Company Intel
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