Infiniti Research Ltd.

Data Scientist - Predictive Modeling & Machine Learning

Attibele, KA, IN

2 months ago
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Summary

About Quantzig

Quantzig is a global analytics and advisory firm with offices in the US, UK, Canada, China, and India.

We have assisted our clients across the globe with end-to-end advanced analytics, visual storyboarding, Machine Learning and data engineering solutions implementation for prudent decision making.

We are a rapidly growing organization that is built and operated by high-performance champions If you have what it takes to be the champion with business and functional skills to take ownership of an entire project end-to-end, help build a team with great work ethic and a drive to learn, you are the one we're looking for.

The clients love us for our solutioning capability, our enthusiasm and we expect you to be a part of our growth story.

Find out more about the company : https://www.quantzig.com/.

What are we looking for ?

  • 3+ years' experience with advanced analytics, predictive modelling, and machine learning techniques (must have).
  • Hands-on experience building complex statistical models in some of the following :
  • Supervised - Classification, Regression, Forecasting.
  • Unsupervised - Clustering, K means Clustering.
  • Anomaly detection.
  • Linear and Non-linear Optimization.
  • L1/L2 Regularization.
  • Well versed with working with complex datasets, machine learning and DL libraries like pandas, scikit-learn, TensorFlow, Kera's, Pytorch etc.
  • Experienced with word embeddings (word2vec, glove).
  • Capable of building insightful visualizations in Python, R and Julia.
  • Experience with cloud platforms like Azure dev ops.
  • CPG/ Retail/ Supplychain/ Manufacturing experience preferred with a demonstrated history of end-to-end solution deployment - Experience of leading teams will be an added advantage.
  • Experience in Deep learning techniques will be preferred.

Language Skills Required

  • English (Fluent).
  • SQL(good to have).
  • Some working experience in Model Deployment and Cloud Services (must have).
  • Familiarity with software development practices, version control, and agile methodologies (good to have).

Additional Details

Required Experience : 3+ Years.

Mandatory Skill Set : Python & Data Science with optimization.

Notice Period : Immediate to 30 Days.

Responsibilities

  • Develop and implement advanced analytical solutions using predictive modeling, machine learning, and statistical techniques.
  • Build complex statistical models in areas such as :
  • Supervised Learning : Classification, Regression, Forecasting
  • Unsupervised Learning : Clustering, K-means Clustering Anomaly Detection Linear and Non-linear Optimization L1/L2 Regularization Work with complex datasets, utilizing machine learning and deep learning libraries like pandas, scikit-learn, TensorFlow, Keras, and PyTorch.
  • Apply word embedding techniques (word2vec, GloVe) for natural language processing tasks.
  • Create insightful visualizations using Python, R, and Julia.
  • Deploy models and solutions using cloud platforms like Azure DevOps.
  • Collaborate with cross-functional teams to understand business needs and translate them into analytical solutions.
  • Contribute to the full lifecycle of solution development, from conceptualization and design to development, deployment, and maintenance.

(ref:hirist.tech)

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