Senior Data Scientist

P.T.E., INC.
United States
23 days ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Experience required
5 years minimum
Working hours
Regular working hours
Job source

Tech stack

A/B Testing Artificial Intelligence Big Data Customer Data Management Apache Hadoop Apache Hive Machine Learning Recommender Systems Tensorflow Pytorch Apache Spark Information Technology
+3 more
HuggingFace Web3.js Machine Learning Operations

Job description

  • Build statistical and machine learning models to analyse large (PB-scale) volume of customer data, uncovering valuable insights and patterns.
  • Design A/B tests and causal inference to measure the impact of different strategies on user behaviour and business outcomes.
  • Implement robust MLOps pipelines to automate the deployment, monitoring, and maintenance of models in production environments.
  • Collaborate with data team to scale infrastructure for future initiatives.
  • Effectively communicate complex findings and insights to both technical and non-technical stakeholders.
  • Stay updated with the latest advancements in AI and Generative AI technologies.

Requirements

  • Bachelor’s degree or higher in quantitative field (Statistics, Applied Mathematics, Computer Science etc).
  • 5+ years of working experience in Data Science, machine learning and deep learning related roles.
  • Proficient in processing large-scale datasets using Big Data technologies like Hadoop, Spark and Hive.
  • Proven track record of deploying Machine Learning and deep learning models (TensorFlow / PyTorch) into production environment.
  • Proven ability to execute A/B testing strategies and identifying best practices, with a commitment to mentoring others and adopting emerging technologies.

Preferred skills:

  • Prior experience developing recommendation systems in ecommerce, Web3 or similar high growth environment is highly valued.
  • Knowledge and affinity of GenAI libraries and toolsets such as HuggingFace, LangChain, RAGAS, etc is a plus

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