Responsibilities
- Collaborate with data scientists across domains on research, automation, and development initiatives to meet current business demands
- Convert client needs into practical data solutions or scalable products
- Generate and advance ideas for new product development and innovation
- Reframe business challenges as structured research problems
- Establish and manage the strategic direction for research, development, and prototyping efforts
- Investigate potential solutions, design and run experiments, build prototypes, and assist engineering teams in scaling them
- Develop statistical, machine learning, and AI models as proofs of concept to tackle specific client objectives
- Evaluate and refine models using large-scale datasets, adjusting parameters and iterating for performance
- Record methodologies, experimental results, and decision rationale, and draft technical specifications for engineering handoff
- Produce, review, update, and share clean, efficient, and well-documented code used in prototyping and data processing
Responsibilities
- Work across functions, including with other data scientists specializing in different areas, on various projects, including R&D and automation to solve the business needs of the day
- Translate Clients’ requirements to actionable solutions or products
- Ideate and develop solutions for the product innovation pipeline
- Define the given business problem as a scientific research problem
- Define and own the roadmap of R&D and prototyping solutions
- Research solutions, set and execute experiments, prototype the solution and support Technology team on productionalizing them
- Build statistical and analytical models (including ML/AI approaches) as prototypes and POCs to address specific client business needs
- Test and optimize those models using big data. Fine tune parameters and iterate.
- Document the solution and experimentation to arrive to it, and create specifications for Technology team to productionize it
- Read, write, comment, maintain, and share legible and quality computer code utilized in prototyping and suctioning.
