Data Scientist

4 weeks ago

Bangalore, India Taskify Full time

Role: Senior Data Scientist

Location: Hybrid (Bangalore/ Hyderabad)

At Joveo we are looking for like-minded problem solvers. If you are someone who believes in getting the job done with end-to-end ownership, this is a role for you.

Responsibilities:

- As a Full Stack Data Scientist own the business problem, modelling is just the part of the solution.
- Create data models for a diverse set of business problems.
- Experience in Natural languages processing / textual semantics related work using transfer learning where possible.
- Experience in predictive modelling on business problems impacting customer KPIs.
- Ensures that data science code is maintainable, scalable and debuggable
- Collaborate with data scientists , data engineers and business to incorporate their expertise into data science solutions.
- Working with both structured and unstructured data sets.
- Looks constantly for performance improvement and decides which ML technologies will be used in a production environment
- Be prepared to take your own decisions and prove your point with data
- Be prepared to work with millions of records and solve the scale problem with cost optimised solutions
- Work closely with Product to complete / augment DS product offerings and find innovative solutions to help Joveo customers / stakeholder take business decisions with data.
- End to end responsibility on taking the business problem to productions to impact the business metrics.

What we are expecting:

- 3-5 years Experience in deploying ML models and applications at scale, in cloud infrastructure
- Deep learning experience in any deep learning libraries like pytorch, TensorFlow etc.
- Very strong experience on Python programming
- Knowledge of Kubernetes and MLops - model building , serving and monitoring
- Have fine tuned BERT / GPT based model for embedding generation and text generation.
- Deployed Large language models (LLMs), with GPUs serving high through put load requirements.
- Good at predictive modelling with tabular and time series base multi-panel data.
- Knowledge for operations research and experience in optimisation problems is a big plus.
- Should have done 2-3 commercially launched modelling work with live users consuming the product
- Have good knowledge of design patterns and DS & Algo
- Enjoy working in a start-up like fast paced environment

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