Description

You will build machine learning, NLP, and Generative AI solutions to solve business problems using language and vision techniques.

Responsibilities

• Build LLM-based applications and high-quality prediction systems.
• Analyze and preprocess data to ensure quality and extract insights.
• Evaluate model performance using specific metrics and iterate to improve accuracy.
• Optimize algorithms and models to adapt to evolving requirements.
• Document methodologies and communicate findings to technical and non-technical stakeholders.

Required Skills

• 6+ years of experience in data science.
• Proficiency with Open Source LLMs, Langchain, and prompt engineering.
• Experience with Generative AI, including diffusion and language models.
• Strong NLP and text-based extraction skills.
• Deep understanding of ML algorithms like k-NN, Naive Bayes, SVM, and Decision Forests.
• Hands-on experience with TensorFlow, Keras, Scikit-Learn, or PyTorch.
• Expertise in NumPy, Pandas, and SQL.
• Applied statistics skills including distributions, statistical testing, and regression.
• Experience deploying and monitoring models in GCP or AWS environments.

Preferred Skills

• Experience with recommender systems, personalization, and segmentation.

Key Skills

Education

Bachelor’s degree in Computer Science