The Role
Develop Generative AI solutions, build predictive models, implement ML pipelines, and collaborate with teams to create scalable AI/ML applications.
Summary Generated by Built In
Job Title: Data Scientist / Senior Data Scientist
Job Description:
We are seeking a highly skilled Data Scientist with strong experience in Generative AI, traditional Machine Learning, and ML Ops. The ideal candidate will have hands-on expertise in developing AI-driven solutions, building predictive models, and deploying scalable machine learning applications into production environments.
Key Responsibilities:
- Design, develop, and implement Generative AI solutions including chatbots and AI assistants.
- Work with frameworks such as LangChain and related LLM orchestration tools.
- Build and optimize machine learning models for classification, regression, predictive analytics, and time series forecasting.
- Develop end-to-end ML pipelines and support deployment of models into production environments.
- Collaborate with cross-functional teams to identify business problems and translate them into scalable AI/ML solutions.
- Monitor, maintain, and improve model performance and reliability.
- Work with structured and unstructured datasets to derive actionable insights.
Required Skills:
- Strong experience in Generative AI and Large Language Model (LLM) applications.
- Hands-on experience with LangChain or similar AI orchestration frameworks.
- Solid understanding of Machine Learning concepts including:
- Predictive Modeling
- Classification
- Regression
- Time Series Analysis
- Predictive Modeling
- Experience with ML Ops practices and deploying machine learning models into production.
- Proficiency in Python and common data science libraries/frameworks.
- Experience with cloud platforms and modern AI/ML toolsets.
- Strong analytical, problem-solving, and communication skills.
Preferred Qualifications:
- Experience with Databricks is a plus.
- Familiarity with cloud-based AI/ML environments.
- Experience working in enterprise-scale AI initiatives.
Experience Required:
- 5+ years of experience in Data Science, Machine Learning, or AI-related roles.
Skills Required
- Strong experience in Generative AI and LLM applications
- Hands-on experience with LangChain or similar frameworks
- Solid understanding of Machine Learning concepts
- Experience with ML Ops practices
- Proficiency in Python and common data science libraries
- Experience with cloud platforms and modern AI/ML toolsets
- Strong analytical and problem-solving skills
- 5+ years of experience in Data Science
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The Company
What We Do
Koantek is a Databricks-exclusive system integrator focused on enterprise-scale data and AI transformation, helping clients modernize, migrate, and scale AI solutions.
