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Data Scientist -
Key Responsibilities
Key Responsibilities
- Build and optimize classification, regression, and forecasting models using classical ML and deep learning techniques
- Develop and deploy deep learning architectures including LSTMs, transformers, and other sequence-based models for time-series, NLP, and anomaly detection
- Design and implement NLP pipelines for text classification, semantic search, summarization, and question answering using transformer-based models (e.g., BERT, T5, GPT)
- Create RAG (retrieval-augmented generation) pipelines integrating LLMs with vector databases (e.g., FAISS, Pinecone, Weaviate) and document indexing frameworks
- Apply and fine-tune LLMs (e.g., OpenAI, Mistral, LLaMA, Cohere) for domain-specific tasks using supervised fine-tuning or LoRA/QLoRA methods
- Build and orchestrate multi-agent AI systems using frameworks like LangGraph, CrewAI, or OpenAgents to support tool-using, autonomous agents for decision-making workflows
- Collaborate with data engineers, product managers, and stakeholders to translate business needs into production-ready solutions
- Mentor and support junior data scientists through code reviews, model design feedback, and collaborative experimentation
- Promote best practices in reproducible modeling, responsible AI, and scalable deployment
- 5+ years of experience in data science or applied machine learning, with a strong background in both classical and deep learning methods
- Hands-on experience with Python, and libraries/frameworks such as scikit-learn, pandas, PyTorch, TensorFlow, Hugging Face Transformers, and LangChain
- Strong understanding of classification metrics, feature engineering, model validation, and hyperparameter tuning
- Demonstrated experience with LLMs, including fine-tuning, prompt engineering, and retrieval-augmented generation techniques
Key Skills
Ranked by relevance
deep learning
ai
machine learning
tensorflow
pytorch
python
pandas
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- Posted
- Aug 26, 2025
- Type
- Full-time
- Level
- Entry
- Location
- Austin
- Company
- The Value Maximizer
Industries
IT Services
IT Consulting
Categories
Other
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3 roles aligned with this opportunity
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2026-05-19
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