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Data Scientist - Generative AI (3-8 yrs)
Fractal31
posted 1 week ago
Key skills for the job
Job Title : Data Scientist
Experience : 3+ Years
Location : Remote
About the Role :
We are seeking an experienced Data Scientist to join our dynamic team. The ideal candidate will have over five years of experience and a strong background in data science, data engineering, and unstructured data management. This role involves maintaining and improving our Generative AI product, leveraging advanced techniques and technologies including LLMs (Large Language Models) and Mistral.
Key Responsibilities :
Generative AI Product Maintenance :
- Implement and optimize machine learning models to enhance product functionality and performance.
- Monitor system performance and ensure the reliability and scalability of AI models.
Experience with LLM and Mistral :
- Apply knowledge of Large Language Models (LLMs) and Mistral to develop and refine AI solutions.
- Collaborate with cross-functional teams to integrate LLMs into the product pipeline.
- Conduct research and stay updated with the latest advancements in LLMs and related technologies.
Unstructured Data Management :
- Manage and process unstructured data from various sources.
- Develop and implement data processing pipelines for data ingestion, cleaning, and transformation.
- Utilize natural language processing (NLP) techniques to extract meaningful insights from unstructured data.
Strong Data Engineering Knowledge :
- Design and maintain scalable data architectures to support AI product development.
- Collaborate with data engineers to ensure seamless data flow and integration.
- Optimize data storage solutions and implement data security best practices.
Qualifications :
- Bachelors or Masters degree in Computer Science, Data Science, Statistics, or a related field.
- 3+ years of experience in data science, with a focus on AI/ML applications.
- Proficiency in programming languages such as Python, R, or similar.
- Extensive experience with LLMs, Mistral, and other AI/ML frameworks.
- Strong understanding of data engineering principles and best practices.
- Experience with cloud platforms (AWS, GCP, Azure) and big data technologies (Spark, Hadoop).
- Proven track record of managing and analyzing unstructured data.
- Excellent problem-solving skills and attention to detail.
- Strong communication skills and ability to work collaboratively in a team environment.
Preferred Skills :
- Knowledge of deep learning frameworks such as TensorFlow or PyTorch.
- Familiarity with containerization and orchestration tools (Docker, Kubernetes).
- Experience in a startup or agile development environment.
What We Offer :
- Opportunity to work with cutting-edge technologies in AI and machine learning.
- Collaborative and innovative work environment.
- Professional development and growth opportunities.
Company Overview :
Functional Areas: Other
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