Data Scientist

3 months ago

Bengaluru, India CRED Full time

**what is CRED?**
- CRED is an exclusive community for India’s most trustworthy and creditworthy individuals, where the members are rewarded for good financial behavior. CRED was born out of a need to bring back the focus on a long lost virtue, one of trust, the idea being to create a community centered around this virtue. a community that constantly strives to become more virtuous in this regard till they finally scale their behavior to create a utopia where being trustworthy is the norm and not the exception. to build a community like this requires a community of its own; a community special in its own way, working towards making this vision come true.
- here’s a thought experiment: what do you get when you put a group of incredibly passionate and driven people and entrust them with the complete freedom to chase down their goals in a completely uninhibited manner? answer: you get something close to what we have at CRED; CRED just has it better.

here’s what will be in store for you at CRED once you join as a part of the team

**what you will do?**:

- own end-to-end business problems and metrics, build and implement ML solutions using cutting-edge technology.
- create scalable solutions to business problems using statistical techniques, machine learning, and NLP
- design, experiment and evaluate highly innovative models for predictive learning
- work closely with software engineering teams to drive real-time model experiments, implementations, and new feature creations
- establish scalable, efficient, and automated processes for large-scale data analysis, model development, deployment, experimentation, and evaluation.
- research and implement novel machine learning and statistical approaches
- publish and/or talk about your work at external conferences.
- 3+ years of experience in data science.
- an in-depth understanding of modern machine learning techniques and their mathematical underpinnings.
- demonstrated ability to build proof of concepts (PoCs) for complex, ambiguous problems and scale them up.
- strong programming skills, with a preference for python, java, or scala.
- high proficiency in at least one of the following broad areas: machine learning, statistical modeling/inference, information retrieval, data mining, or natural language processing (NLP).

**how is life at CRED?**

working at CRED would instantly make you realise one thing: you are working with the best talent around you. not just in the role you occupy, but everywhere you go. talk to someone around you; most likely you will be talking to a singer, standup comic, artist, writer, an athlete, maybe a magician. at CRED people always have talent up their sleeves. with the right company, even conversations can be rejuvenating. at CRED, we guarantee a good company.

hard truths: pushing oneself comes with the role. and we realise pushing oneself is hard work. which is why CRED is in the continuous process of building an environment that helps the team rejuvenate oneself: included but not limited to a stacked, in-house pantry, with lunch and dinner provided for all the team members, paid sick leaves and a comprehensive health insurance.

to make things smoother and to make sure you spend time and energy only on the most important things, CRED strives to make every process transparent: there are no work timings because we do not believe in archaic methods of calculating productivity, your work should speak for you. there are no job designations because you will be expected to hold down roles that cannot be described in one word. since trust is a major virtue in the community we have built, we make it a point to highlight it in the community behind CRED: all our employees get their salaries before their joining date. a show of trust that speaks volumes because of the skin in the game.

there are many more such eccentricities that make CRED what it is but that’s for one to discover. if you feel at home reading this, get in touch.

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