Data Scientist - NLP/Generative AI (5-10 yrs)
Recro
posted 3d ago
Flexible timing
Key skills for the job
Key Responsibilities:
- Design and implement advanced machine learning models and AI algorithms to solve business challenges.
- Lead and manage data science projects, from problem formulation to model deployment and monitoring.
- Develop and/or fine-tune Large Language Models (LLMs) and other state-of-the-art AI/ML techniques for practical applications.
- Collaborate with cross-functional teams including product, engineering, and business stakeholders to understand requirements and deliver effective solutions.
- Analyze large datasets to extract insights and develop predictive models that enhance business decision-making.
- Drive innovation in AI/ML methodologies, ensuring the application of best practices in data science.
- Perform exploratory data analysis, feature engineering, and data preprocessing to improve model performance.
- Contribute to the development of data pipelines, model deployment strategies, and model performance evaluation.
- Mentor junior data scientists, providing technical guidance and fostering a culture of learning and growth.
Key Skills & Qualifications :
- 5-10 years of experience in data science, machine learning, and AI.
- Expertise in AI/ML, data science, and advanced analytics techniques.
- Strong experience with Large Language Models (LLMs) and deep learning frameworks
(e.g., TensorFlow, PyTorch).
- Proficiency in programming languages such as Python, R, or similar.
- Strong knowledge of machine learning algorithms, natural language processing (NLP), and deep learning techniques.
- Experience with model deployment, monitoring, and scaling in a production environment.
- Solid understanding of statistical analysis, data visualization, and data wrangling.
- Ability to interpret complex datasets, identify patterns, and generate actionable insights.
- Strong communication skills, with the ability to convey technical concepts to non-technical stakeholders.
- Hands-on experience with data manipulation and analysis tools such as Pandas, NumPy, and scikit-learn.
- Familiarity with cloud platforms (e.g., AWS, GCP, Azure) is a plus.
Preferred Qualifications :
- Advanced degree (MS or Ph.D.) in Computer Science, Data Science, Statistics, or a related field.
- Experience in developing and fine-tuning NLP models and generative AI techniques.
- Familiarity with data engineering tools and platforms (e.g., Apache Spark, Hadoop).
- Knowledge of model interpretability and explainability techniques
Functional Areas: Other
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