Senior Data Scientist
Off Embassy Golf Links Business Park, Bangalore India
Job Description:
Job Title –Senior Data Scientist
The Purpose of This Role
This role involves working with senior stakeholders in understanding and identifying the business requirements and needs in the areas of Machine Learning and Artificial Intelligence. Scanning the fast paced external and internal environments in these areas, developing futuristic ideas that would benefit the firm and leading implementation of AI solutions to bring those ideas to life. Specific experience in AI areas like Natural Language Processing/Generation, Generative AI, Deep Learning, Reinforcement learning etc. is required.
Individual in this role is expected to work with multiple stakeholders and teams, have excellent knowledge and experience of recent developments and work in a self-directed manner in ambiguously defined need areas.
The Value You Deliver
- Improve customer experience, top line and bottom line of the business by identifying growth and efficiency opportunities
- Analyze structured and unstructured data using data mining/statistical/machine learning/deep learning tools, Data visualization, Digital/ Web analytics tools and techniques and story telling.
- Managing business partner / stakeholder engagement
- Participating in / leading interactions with middle and senior level management
The Skills that are Key to this role
Technical / Behavioral
- Expertise in Machine Learning (ML) and Artificial Intelligence (AI) :
- Given a business problem, the ability to translate it into an ML problem and then conceptualize and design solutions from end-to-end.
- Possess extensive knowledge of and experience in applying data mining and Machine Learning concepts to solve complex business problems.
- Expert in handling various data types and structures: structured, unstructured, voice, static versus streaming data.
- Deep expertise in Natural Language Processing (NLP) and/or Natural Language Understanding (NLU) techniques is a must.
- Strong knowledge of Generative AI and LLMs – pre-training, fine-tuning, domain adaptation, Agentic workflows etc. is a must.
- Ability to research and learn from the state-of-the-art in ML/Gen AI and implement/prototype solutions in the Fidelity context.
- Communicate design decisions, tradeoffs, and findings to technical and non-technical stakeholders.
- Behavioral/Soft Skills
- Very good communication skills – both written and oral.
- Self motivated individual with a strong sense of purpose.
- Independent execution abilities with no hand-holding required.
- Ability to work in cross functional teams.
- Must be able to mentor and guide junior team members.
- Additional Skills
- Expert in Python Programming
- Experience in building and deploying models on the cloud (AWS SageMaker)
- Comfort with Git source control and repo-driven development - continuous integration / continuous deployment
- Able to organize code using functional programming concepts, experience with statically typed functional programming a plus
- Comfortable working with data platforms independently – able to write REST clients, SQL, PySpark, as needed.
- Exposure to containerization/Docker
The Skills that are Good To Have for this role
- Knowledge of Recommendation algorithms and Reinforcement learning
- Working experience with LangChain/LangGraph and/or LLamaIndex
The Expertise We’re Looking For
- 7+ years of relevant experience with organizations known for cutting edge/ best-in-class applications of Artificial Intelligence.
- Master’s Degree / PhD in a quantitative field (e.g., Computer Science, Economics, Engineering, Statistics, Mathematics, Finance, Operations Research)
Company Overview
Fidelity Investments is one of the world's largest providers of financial services. Headquartered in Boston, US, Fidelity's goal is to make financial expertise broadly accessible and effective in helping people live the lives they want. Privately held for nearly 70 years, Fidelity employs 45,000 associates who are focused on the long-term success of our customers. FMR (Fidelity Management & Research) India is the Global In-house Center of Fidelity Investments. Headquartered at Bangalore, where operations commenced in 2003, FMR India has another fully-functional unit at Chennai. To know more visit : FMR India
Location : Bangalore - EGL
Shift timings: 11:00 AM - 8:00PM
Certifications:
Category:
Data Analytics and Insights* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: AWS Computer Science CX Data Analytics Data Mining Data visualization Deep Learning Docker Economics Engineering Finance Generative AI Git LangChain LLMs Machine Learning Mathematics NLP NLU PhD PySpark Python Reinforcement Learning Research SageMaker SQL Statistics Streaming Unstructured data
Perks/benefits: Career development
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