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Dell Technologies

Makes PCs, AI servers and data storage systems

Data Science Advisor

Applied Machine LearningConfirmed live in the last 24 hours
Full-timeBengaluru, Karnataka, IndiaNo salary listedIn-person

About the Job

Requirements

  • 5 to 8 years of related experience.
  • Proficiency in natural language processing, machine learning, computer vision, and generative AI.
  • Working experience in data visualization using tools such as Power BI, matplotlib, and plotly.
  • Hands-on experience with convolutional neural networks, long short-term memory networks, YOLO, and databases including SQL, PostgreSQL, PGVector, and ChromaDB.
  • Experience in MLOps and LLMOps, ML lifecycle management, large language models, prompt engineering, fine-tuning, and integrating LLMs into applications for NLP tasks.
  • Proficiency in Python and libraries such as NumPy, pandas, SciPy, spaCy, gensim, TensorFlow, and/or PyTorch.
  • Knowledge of multimodal RAG, agentic RAG, LangChain, Hugging Face Transformers, and vector embeddings.
  • Experience with CI/CD tools, containerization using Docker and Kubernetes, version control systems such as Git, correlation analysis, and feature selection techniques.
  • Experience with linear and nonlinear regression, ensemble methods such as Random Forest and Gradient Boosting, dimensionality reduction, and model explainability and interpretability using tools such as SHAP and LIME.

Responsibilities

  • Partner with internal and external teams to understand customer requirements and develop proposals.
  • Interact with external customers to gather project requirements, provide status updates, and share analytical insights.
  • Implement preliminary data exploration and preparation for model development and validation.
  • Apply statistical, machine learning, and business intelligence techniques to deliver actionable business insights.
  • Build, deploy, and set up monitoring for models, working with minimal supervision and delivering action items in a timely manner.
  • Contribute to business strategy and influence decision-making through deep-dive analysis.
  • Interpret insights from complex datasets and produce actionable recommendations.
  • Design processes to consolidate and examine unstructured data to generate actionable insights.
  • Partner with business leaders, engineers, and industry experts to develop predictive models, algorithms, and probability engines.

Desired Qualifications

  • Strong product, technology, or industry knowledge and familiarity with streaming and messaging frameworks such as Kafka, RabbitMQ, and ZeroMQ.
  • Experience with cloud platforms such as AWS, Azure, or GCP, or with web technologies and frameworks such as HTTP, REST, GraphQL, Flask, and Django.
  • Skill in Java or JavaScript.
  • Experience with monitoring, observability, and performance tuning using tools such as Prometheus and Grafana.
  • Knowledge of time-series forecasting techniques and statistical methods, including ARIMA, SARIMA, and exponential smoothing, and knowledge of Langfuse for building LLM-powered applications.

About the Company

Dell Technologies

Makes PCs, AI servers and data storage systems

Dell Technologies makes laptops, desktops, servers, data storage and networking equipment for businesses, governments, schools and consumers, and it builds many of the server racks inside large AI data centers. In 2016 it completed its $67 billion purchase of storage maker EMC, then the largest technology deal ever. One division sells PCs, monitors and Alienware gaming computers, while the other sells PowerEdge servers, storage arrays and networking gear to companies running their own data centers. Dell earns money from those hardware sales plus support, financing and subscription services. Michael Dell founded the company in 1984 from his University of Texas dorm room, and it is based in Round Rock, Texas.

Company size
10,001+
Company stage
IPO
Headquarters
Round Rock, TX
Founded
1984

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