Senior Data Scientist II
Compunnel
Job Summary
We are seeking a Senior Data Scientist II with advanced analytical and machine learning expertise to extract insights from complex datasets and develop innovative data-driven solutions. The ideal candidate will have strong experience with Generative AI, agentic AI, RAG, MCP implementations, unstructured data, and customer-facing products. The role will involve collaborating with Machine Learning Engineers and cross-functional teams throughout the production lifecycle while providing technical mentorship and subject matter expertise.
Key Responsibilities
- Apply advanced analytical skills to extract insights from complex datasets and support data-driven decision-making.
- Design, implement, evaluate, validate, and proof MCP and RAG solutions.
- Develop and support agentic and Generative AI solutions.
- Work with unstructured data to develop innovative data science and AI solutions.
- Collaborate with Machine Learning Engineers throughout the production lifecycle of customer-facing products.
- Apply machine learning algorithms, including deep learning, gradient boosting, and random forests.
- Work directly with large language models and Transformer-based architectures, including BERT, RoBERTa, and T5.
- Apply LLM technologies including ChatGPT, GPT-3.5, Claude, Mistral, and similar models.
- Work with large datasets and distributed computing systems such as Hadoop and Spark.
- Collaborate with cross-functional teams to enhance business strategies and drive growth through actionable data analysis.
- Provide mentorship, training, and subject matter expertise to colleagues.
- Contribute to the development of innovative solutions and data-driven products.
Required Qualifications
- 8+ years of total professional experience.
- 5+ years of recent Data Scientist experience.
- 5+ years of experience with MCP, RAG implementations, evaluations, validations, or proof-of-concept development, agentic AI, Generative AI, and unstructured data.
- Experience building or supporting customer-facing products using data science.
- Experience collaborating with Machine Learning Engineers throughout the production lifecycle.
- Strong Python programming skills.
- Experience with machine learning algorithms, including deep learning, gradient boosting, and random forests.
- Strong knowledge and hands-on experience with large language models and Transformer-based architectures, including BERT, RoBERTa, and T5.
- Experience applying LLMs such as ChatGPT, GPT-3.5, Claude, Mistral, or similar models.
- Experience working with large datasets and distributed computing systems such as Hadoop and Spark.
- Experience mentoring, training, and serving as a subject matter expert to guide colleagues.
Preferred Qualifications
- Experience working in large enterprise environments.
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