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Job Requirements of Sr. Data Scientist:
-
Employment Type:
Contractor
-
Location:
Dallas, TX (Onsite)
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Sr. Data Scientist
Careers Integrated Resources Inc
Dallas, TX (Onsite)
Contractor
Job Title: Data Scientist
Job Location: Dallas, TX
Job Duration: 6 Months (possibility of extension)
Shift: 8:30am - 5:00pm local time-zone
Job Summary:
- This position focuses on advanced data science, machine learning, and AI model development within the healthcare domain.
- The Data Scientist will execute analytical experiments, perform complex data analysis, and build/optimize ML models—including RAG pipelines and agentic workflows—to support business outcomes such as improved care gaps, enhanced Star ratings, and operational efficiency.
Key Responsibilities:
Data Science & Machine Learning:
- Analyze complex datasets to derive actionable insights and support strategic decisions.
- Develop, train, and optimize ML models using supervised, unsupervised, deep learning, and reinforcement learning techniques.
- Fine-tune pre-trained models for specific workloads to achieve high performance.
- Implement RAG (Retrieval-Augmented Generation) pipelines to improve LLM accuracy and reliability.
- Build agentic workflows enabling autonomous AI-driven tasks.
Data Engineering & Quality:
- Clean, validate, and preprocess large datasets; handle missing values and outliers.
- Work with SQL/NoSQL databases, ETL pipelines, and data warehousing solutions.
AI Deployment & Monitoring:
- Deploy and monitor ML/AI models in production environments, ensuring accuracy and stability.
- Partner with engineering, product, and business teams for integration into existing systems.
Leadership & Collaboration:
- Mentor junior data scientists and support analytics project planning/delivery.
- Present complex analytical results to technical and non-technical audiences.
- Stay current with AI/ML advancements and propose new methodologies.
Required Skills & Experience:
- 6+ years as a Data Scientist, ideally in healthcare (other industries acceptable).
- Strong programming: Python, R; frameworks like TensorFlow, Keras, PyTorch.
- Statistical & ML expertise: k-NN, Naive Bayes, SVM, neural networks, etc.
- Big data: Hadoop, Spark.
- Agentic workflows experience (AI agents for autonomous operations).
- RAG expertise and LLM enhancement techniques.
- Model fine-tuning on specialized datasets/tasks.
- Data visualization: Tableau, Power BI.
- Database experience: SQL & NoSQL, ETL, data warehouse concepts.
- Strong problem-solving and critical thinking.
Preferred Experience:
- Cloud platforms such as Databricks, Snowflake, Azure AI Studio.
- Experience in NLP or Computer Vision.
Other Requirements:
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PhD preferred (or equivalent advanced experience).
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