Data Scientist

SolutionIT, Inc.
Boston, United States of America
yesterday

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English
Experience level
Senior

Job location

Boston, United States of America

Tech stack

Mxnet
Agile Methodologies
Amazon Web Services (AWS)
Azure
Big Data
Cloud Computing
Continuous Integration
IBM ILOG CPLEX Optimization Studio (CPLEX)
Data Architecture
DevOps
Python
Machine Learning
TensorFlow
SQL Databases
Data Streaming
Google Cloud Platform
Feature Engineering
PyTorch
Large Language Models
Spark
Deep Learning
Model Validation
Scikit Learn
XGBoost
Machine Learning Operations

Requirements

  • Expertise in operations research modeling (LP, IP, MIP) and tools (CPLEX, Gurobi, etc).
  • Expertise in building machine learning models, including supervised, unsupervised, and deep learning methods
  • Expertise in feature engineering, model evaluation, and hyperparameter tuning.
  • Expertise in Python, SQL, and Spark, and a broad array of machine learning frameworks (Scikit-Learn, XGBoost, TensorFlow, PyTorch, MXNet, LLM, etc).
  • Experience in developing and deploying solutions in a Cloud environment (AWS, Azure, Google Cloud Platform) with large datasets.
  • Experience with streaming data architectures.
  • Experience operating in an Agile Methodology environment.
  • Experience with DevOps and CI/CD concepts.

PREFERRED SKILLS:

  • Exposure to hospitality, travel, or service industry data and optimization use cases.

  • Strong understanding of data architecture and MLOps best practices.

  • Proven ability to translate complex analytics into business impact.

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