July 9, 2024
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Pune, Maharashtra, India, India
July 9, 2024
Apply NowJob description
Data Scientist : LLM (4-6 years)
Location: Hinjewadi, Pune (Work from office mandatorily)
Commercials: 1.6LPM+GST
Contract Duration: 2 - 4 months
Roles And Responsibilities
Location: Hinjewadi, Pune (Work from office mandatorily)
Commercials: 1.6LPM+GST
Contract Duration: 2 - 4 months
Roles And Responsibilities
- Develop custom LLMs using graphs, NLP techniques, DL, and ML methodologies to extract insights and derive meaningful patterns from data.
- Design and implement recommendation systems to enhance user experiences, increase customer engagement, and drive revenue generation.
- Analyze and preprocess large data sets, ensuring data quality and accuracy for model development.
- Apply statistical analysis, hypothesis testing, and data visualization techniques to extract actionable insights and communicate findings to stakeholders.
- Utilize predictive modeling and machine learning algorithms to optimize business outcomes, such as customer segmentation, revenue generation, and ad targeting.
- Collaborate with cross-functional teams to develop A/B testing frameworks, monitor model performance, and iterate on models based on feedback.
- Stay up-to-date with the latest advancements in DL, ML, graphs, NLP, and recommendation systems, and apply them to improve data-driven solutions.
- Solid understanding of data science principles, statistical analysis, and machine learning algorithms.
- Proficiency in programming languages such as Python, R, or Scala for data manipulation, analysis, and modeling.
- Experience in developing custom LLMs, utilizing graphs, NLP techniques, DL, and ML methodologies.
- Strong knowledge of recommendation systems, collaborative filtering, content-based filtering, and evaluation metrics.
- Familiarity with graph-based analytics, graph algorithms, and network analysis.
- Ability to preprocess and clean data, handle missing values, and deal with unstructured text data.
- Proficient in using libraries and frameworks such as TensorFlow, Keras, PyTorch, scikit-learn, or NLTK.
- Excellent problem-solving skills and ability to translate business requirements into data-driven solutions.
- Strong communication skills to effectively collaborate with cross-functional teams and present complex findings to non-technical stakeholders.
- Master's degree or PHD in Data Science, Computer Science, Statistics, or a related field with at least 3 years’ experience in Advanced NLP architecture like Transformers, BERT, XLNET, RoBERTa, T5, GPT.
- Bachelor's degree with Proven experience as a Data Scientist for at least 5 Years, with a focus on developing LLMs and Advanced NLP architecture like Transformers, BERT, XLNET, RoBERTa, T5, GPT..
