Senior Data Scientist
ICONMA
Senior Data Scientist
Our client, an IT Services and Consultant company, is looking for a Senior Data Scientist for their Raleigh, NC/ Hybrid location.
Responsibilities:
- Python, PyTorch, Machine Learning, Prompt Engineering, Large Language Models, AWS / GCP / Azure Cloud
- Develop and implement LLM based applications tailored for in house legal needs, ensuring they align with client commitment to excellence and innovation Evaluate and maintain our data assets and training evaluation datasets, ensuring they meet the highest standards of integrity and quality.
- Design and build pipelines for preprocessing, annotating, and managing legal document datasets, fostering a customer centric mindset.
- Collaborate with legal experts to understand requirements and ensure models meet domain specific needs, working as one team.
- Conduct experiments and evaluate model performance to drive continuous improvements, raising the bar in all deliverables.
- Evaluate AI ML and GenAI outcomes, both human and automated, to ensure accuracy, reliability, and alignment with business objectives. Interface with other technical personnel or team members to finalize requirements, demonstrating ownership of outcomes. Work closely with other development team members to understand complex product requirements and translate them into software designs, ensuring ethical choices in all actions.
- Successfully implement development processes, coding best practices, and code reviews for production environments, embodying client’s values in every task. Strong hands on experience and foundations in machine learning, including dimensionality reduction, clustering, embeddings, and sequence classification algorithms.
Requirements:
- Experience with deep learning frameworks such as PyTorch, TensorFlow, and Hugging Face Transformers.
- Practical experience in Natural Language Processing methods and libraries such as spaCy, word2vec, TensorFlow, Keras, PyTorch, Flair, BERT.
- Practical experience with large language models, prompt engineering, fine tuning, and benchmarking using frameworks such as LangChain and LlamaIndex.
- Strong Python background.
- Knowledge of AWS, GCP, Azure, or other cloud platforms. Understanding of data modelling principles and complex data models. Proficiency with relational and NoSQL databases as well as vector stores e.g Postgres, Elasticsearch OpenSearch, ChromaDB.
- Knowledge of Scala, Spark, Ray, or other distributed computing systems is highly preferred.
- Knowledge of API development, containerization, and machine learning deployment is highly preferred.
- Experience with ML Ops AI Ops is highly preferred.
- Years of Experience: 8.00 Years of Experience
Why Should You Apply?
- Health Benefits
- Referral Program
- Excellent growth and advancement opportunities
Vacancy posted 2 days ago
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