Data Scientist - Bengaluru, India - LSEG (London Stock Exchange Group)
Description
ABOUT OUR GLOBAL COMPANY
Through a comprehensive suite of trusted financial market infrastructure services - and our open-access model - we provide the flexibility, stability and trust that enable our customers to pursue their ambitions with confidence and clarity.
LSEG is headquartered in the United Kingdom, with significant operations in 70 countries across EMEA, North America, Latin America, and Asia Pacific.
People are at the heart of what we do and drive the success of our business.
Our culture of connecting, creating opportunity and delivering excellence shape how we think, how we do things and how we help our people fulfil their potential.
We embrace diversity and actively seek to attract individuals with unique backgrounds and perspectives. We break down barriers and encourage teamwork, enabling innovation and rapid development of solutions that make a difference. Our workplace generates an enriching and rewarding experience for our people and customers alike. Our vision is to build an inclusive culture in which everyone feels encouraged to fulfil their potential.
We know that real personal growth cannot be achieved by simply climbing a career ladder - which is why we encourage and enable a wealth of avenues and interesting opportunities for everyone to broaden and deepen their skills and expertise.
As a global organisation spanning 70 countries and one rooted in a culture of growth, opportunity, diversity, and innovation, LSEG is a place where everyone can grow, develop, and fulfil your potential with meaningful careers.
KEY RESPONSIBILITIES
Lead data science project from scratch
Ability to lead and coach other team members
Orchestrate requirement discussion both technical and non-technical aspect with relevant content teams located across - Paris, London, US and India
Design and implement python script to manipulate data structure/format using cloud platform to arrive at Machine Learning solutions for market data problems
Produce minimum level of requirement document
Flexible working hours
Required skills and experience
At least 5 years' experience as a data scientist, software engineer or comparable field
Bachelor's degree in Data Science/Analytics, Computer Engineering, Mathematics, Statistics or similar required; Post Graduate degree in Data Science, Computer Engineering, Mathematics, Statistics or similar preferred
Experience with pandas / numpy / scikit learn / tensorflow or pytorch
Basic knowledge of GIT, and development workflow
Knowledge and experience in scripting and programming with Python and SQL and/or GraphQL
Strong knowledge in applied statistic such as data/probability distribution, linear/non-linear regression and classification models
Experienced in machine learning and free text mining
Ability to communicate complex analytical concepts and results at multiple levels to both technical and non-technical audiences
Positive and open mindset, eager to learn new technologies related to Data Science and Data Management
Preferred skills and experience (Good to have)
Familiar with financial market content and financial instrument especially derivatives
Basic knowledge of Kubernetes and AWS
Basic knowledge of Kafka (or any messaging/queue management system)
Experience with an ML Platform MLFlow / Kubeflow / AirFlow
Self-driven on research of new technology, quantitative finance model and machine learning/deep learning theory
At LSEG, we believe that creating a diverse and inclusive organisation is fundamental to the way we deliver on our promise of creating essential partnerships and open opportunities.
Our open culture is central to how we deliver our purpose - driving financial stability, empowering economies and enabling customers to create sustainable growth - in everything we do.
Working with us means that you will be part of a dynamic organisation of 25,000 people across 70 countries.However, we will value your individuality and enable you to bring your true self to work so you can help enrich our diverse workforce.
You will be part of a collaborative and creative culture where we encourage new ideas and are committed to sustainability across our global business.
You will experience the critical role we have in helping to re-engineer the financial ecosystem to support and drive sustainable economic growth.
Together, we are aiming to achieve this growth by accelerating the just transition to net zero, enabling growth of the green economy and creating inclusive economic opportunity.
LSEG offers a range of tailored benefits and support, including healthcare, retirement planning, paid volunteering days and wellbeing initiatives.We are proud to be an equal opportunities employer. This means that we do not discriminate on the basis of anyone's race, religion, colour, national origin, gender, sexual orientation, gender identity, gender expression, age, marital status, veteran
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