Data Scientist, Digital Business
Location
Bangalore | India
Job description
- This role of a Data Scientist is responsible to drive data-driven solutions using state of the art machine learning and deep learning solutions for business use-cases in OTT space.
Education: Bachelors/ Masters degree in quantitative field such as Statistics, Mathematics, Operational Research, Computer Science, Economics, or engineering or equivalent experience.
Experience: 5+ years of proven experience of working with machine learning, deep learning models for handling structured and unstructured data alike
Key Responsibilities:
- Collaborate with product, Tech Data engineering teams and develop data-driven solutions to improve technical and engineering functions/solutions.
- Work with state-of-the-art machine learning and deep learning technologies for a wide variety of problems across recommendation engine, content-discovery, search optimization, user-profiling, improving content metadata using NLP, user-engagement, retention and conversion etc
- Managing end-to-end lifecycle of large scale ML projects from data preparation, model training, deployment, monitoring and upgradation.
- Setup A/B experiments to assess the impact of the proposed AIML solutions.
- Effectively present insights from the solutions with impactful storytelling.
- Staying updated with the best industry practices and developments to innovate on business problems.
Critical Competencies:
- Wide machine learning experience including data processing, modelling, fine tuning, metric creations, evaluation strategies.
- Experience with pytorch/ tensorflow.
- Experience with big data distributed systems (Hive / PySpark, SparkSQL)
- Exposure to transformers, CNNs, RNNs, LSTMs, transfer learning and fine tuning these models.
- Experience working with NLP techniques with clear understanding of the transformers and various associated language models and LLMs.
- Fair exposure and know how of Generative AI developments.
- Ability to write efficient, clean, reusable and production ready code in python with understanding of version controls and CI/CD pipelines.
- Sound understanding of cloud platforms and services.
- Experience in Short Form contents or Digital UGC (user generated content) eco-system is a plus.
Other Personal Characteristics:
- The successful candidate must be bright, quick, and a team player
- Must have authenticity to establish quality relationships across the organization through the highest levels of professionalism, ethics and mutual respect
Personal traits which will make one an ideal candidate for the position are:
Straightforward and professional
Good communicator
High energy, with an ability to motivate
A do-it-yourself orientation, consistent with the company s roll-up the-sleeves culture
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