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Data Scientist

Data Scientist

Kresta Softech Private LimitedPune, IN
30+ days ago
Job description

We are Looking for just Immediate joiner. (If you can join in a week then only apply)

Work Mode : Hybrid

Experience : 5+ years

Mandatory Institute-IIT ,IIM ,and IIIT.

About the Role

Mandate skills : Python, RAG, LLM, NLP, AWS, MlOps, Machine Learning, Deep Learning, Generative AI

Responsibilities :

Help design and build the next iteration of process automation in Core Map processes employing a highly scalable Big Data infrastructure and machine learning as applied to global-scale digital map-making.

  • Build and test analytic and statistical models to improve a wide variety of both internal data-driven processes for map-making data decisions and system control needs.
  • Act as an expert and evangelist in the areas of data mining, machine learning, statistics, and predictive analysis and modeling.

Qualifications :

  • MS or PhD in a discipline such as Statistics, Applied Mathematics, Computer Science, or Econometrics with an emphasis or thesis work on one or more of the following : computational statistics / science / engineering, data mining, machine learning, and optimization.
  • Minimum of 5 years related professional experience.
  • Required Skills :

  • Knowledge of data mining and analytic methods such as regression, classifiers, clustering, association rules, decision trees, Bayesian network analysis, etc. We should have expert-level knowledge in one or more of these areas.
  • Knowledge of Computer Vision, Deep Learning and Point Cloud Processing algorithms.
  • Proficiency with a statistical analysis package and associated scripting language such as Python, R, Matlab, SAS, etc.
  • Programming experience with SQL, shell script, Python, etc.
  • Knowledge of and ideally some experience with MLOps will be preferred.
  • Knowledge of and ideally some experience with tools such as Pig, Hive, etc., for working with big data in Hadoop and / or Spark for data extraction and data prep for analysis.
  • Experience with and demonstrated capability to effectively interact with both internal and external customer executives, technical and non-technical to explain uses and value of predictive systems and techniques.
  • Demonstrated proficiency with understanding, specifying and explaining predictive modeling solutions and organizing teams of other data scientists and engineers to execute projects delivering those solutions.
  • Preferred Skills :

  • Development experience with Java and Scala
  • Development experience with Docker
  • Development experience with GIS data
  • Development experience with NoSQL (i.e. DynamoDB)
  • Knowledge of GPU programming (CUDA or OpenCL) on GPU accelerator architecture.
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