Job Description
The Purpose of This Role
Fidelity Labs is looking for a Data Science practitioner to join a new startup. The startup's focus is building innovative technology for financial services. This role will be responsible for working closely with Data Scientists and Engineering product managers to bring game-changing ideas to market.
The Value You Deliver
- You work well in a small team and collaborative environment. We make team based decisions.
- You are client focused and passionate about using design thinking
- Your knowledge and skill in the latest Deep Learning can help build robust production grade models.
The Skills That Are Key To This Role
Technical / Behavioral
- Experience with building workflows using LLMs
- Experience delivering product based on Transformer Architecture in any domain like, NLP, Computer Vision, Audio and Multimodal and Multitask setup.
- Knowledge different Transformer variants and its pros and cons
- Experience with Python, PyTorch, TensorFlow (optional) and building models on GPU environment
- Ability to extend the Transformer architecture to build efficient custom models.
- Optional experience on image classification, segmentation, search on Video data
- Working experience of training and building models models on AWS services or other cloud.
- Familiarity with AI/ML libraries (including scikit learn, Pandas) and their internals
- Building quick protype using Streamlit or Gradio
- Knowledge of Docker and AWS container orchestration is plus.
- Experience with MLOps tools like WeightsAndBiases or any other
- Direct experience in Agile, SCRUM, git, JIRA etc. and use of the Atlassian tool suite
The Skills that are Good To Have for this role
- Your experience and expertise on full stack software development would be desirable
- You should have an experience in Machine Learning Engineering for deployment of models in production.
- Effective communication, able to work with teams, presentation skills - required for the role.
How Your Work Impacts The Organization
The Team
We are
Fidelity Labs, Fidelity Investments in-house fintech incubator with a mission to build new businesses to drive growth for Fidelity. We seek to craft the future of our industry by building new products and services to improve the lives of the diverse set of customers, businesses and financial institutions we serve. Fidelity Labs is a dynamic workplace that combines the best parts of startup life—building from scratch, adapting quickly, and moon-shot ambition—with the scale and stability of an industry leader. We provide a safe space for startup teams to explore new business ideas, quickly test them with customers, and scale the most promising concepts within an existing business unit, or as a new venture. Learn more at https://labs.fidelity.com/ .
The Expertise We're Looking For
- BE in Comp Science, Post-graduate degree, Phd or degree with equivalent experience working as a key contributor in a data science team
- You will apply your data science and data wrangling skills to improve image related products.
- Experience with NLP, VAE, Diffusion is good.
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 Inhouse 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
