Machine Learning Specialist

3 weeks ago

Bangalore Urban, India EXL Full time

Join EXL's innovative data science team, where we harness the power of generative AI to push the boundaries of data-driven solutions. At EXL, we're committed to exploring new frontiers in technology,


Job Description:

As a Senior Data Scientist, you will drive data science initiatives from conception to deployment, crafting advanced ML models and providing mentorship to junior colleagues. Collaborate seamlessly across teams to integrate data-driven solutions and maintain data governance compliance. Stay abreast of industry trends, contribute to thought leadership, and innovate solutions for intricate business problems.


Requirements –

Bachelors with 8+ years or Masters with 6+ years of experience in Data Science and ML (years of experience is flexible for the candidate with right set of technical skills)

Technical -

•Good experience in Python(Object Oriented Programming specifically).

• Thorough technical expertise on feature engineering of massive datasets, exploratory data analysis, and model building using state-of-art ML algorithms - Random Forest, Gradient Boosting, SVM, Neural Nets- MLP,LSTMS,RNN,CNN, DL, Reinforcement Learning etc. You should be aware of automating feedback loops for algorithms in production.

• Experience in working and fine tuning LLMs with tiny LLMs(or any other methodology) and AWS SageMaker.

• Publications or presentations at Machine Learning, Deep Learning and Data Mining journals/conferences is a plus.

• Experience in building & implementing scalable machine learning models in production to support real-time inference.

Problem solving -

• Strong analytical and quantitative skills with the ability to use data and metrics to back up assumptions, recommendations and drive actions.

• Ability to work backwards from customer needs, and distill informal customer requirements into problem definitions, dealing with ambiguity and competing objectives.

• Superior verbal and written communication skills, ability to convey rigorous mathematical concepts and considerations to non-expert audience.

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