26 Aug
|
State Street
|
Hyderabad
26 Aug
State Street
Hyderabad
Officer - Senior Data Scientist (Overall 10+ years of qualified experience)
Role Description
Roles & Responsibilities
- Lead end-to-end data science delivery across multiple initiatives:problem framing, hypothesis design, feature strategy, model development, evaluation, and iteration.
- Drive development and improvement of ML and GenAI solutions, including model selection, fine-tuning approaches (where applicable), and performance optimization.
- Define and implement evaluation frameworks for ML/LLM systems (offline metrics, test sets, error taxonomy, regression testing, human evaluation loops).
- Provide DS leadership for RAG-based solutions (retrieval strategy, grounding, relevance quality, context optimization) and partner with engineering on implementation.
- Partner with AI/ML engineers and software/platform teams to transition models into production: packaging, APIs, monitoring, and continuous improvement.
- Collaborate with data engineers to define data requirements, data quality checks, preprocessing utilities, and feature engineering pipelines.
- Use cloud platforms (Azure preferred / AWS) to run experiments and support scalable training/inference using managed services where appropriate.
- Establish best practices for experiment tracking, reproducibility, documentation, and model governance.
- Communicate insights and recommendations to stakeholders; translate business goals into measurable ML/GenAI objectives and technical plans.
- Mentor senior/junior data scientists; lead reviews for modeling approach, evaluation design, and experiment results.
- Stay current on ML/GenAI advancements and recommend pragmatic adoption aligned with business and platform constraints.
Core/Must have skills
- BS or Master’s in Computer Science, Computer Information Systems, Engineering, Mathematics, or related field.
- 8+ years overall experience with 5+ years hands-on Python for applied data science/ML development.
- Strong knowledge of machine learning algorithms, mod
📌 Senior Data Scientist (Hyderabad)
🏢 State Street
📍 Hyderabad