11mo ago

Data Scientist - Consumer Anaytics, Forecasting

IndiaRemoteFull-timemid

Data ScienceData ScientistDataData & AI

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Quick Summary

Overview

Data Scientist - Consumer Anaytics, Forecasting India, Remote Tasks: · Running end-to-end initiatives (Business understanding, Data understanding/preparation, Modeling, Evaluation and Deployment) · Analyzing and interpreting the findings · Drawing conclusions and…

Requirements Summary

· Commercial experience with various classical data science and Machine Learning (ML) models (e.g. decision trees, ensemble-based tree models, linear regression etc.) · Familiarity with customer analytics DS concepts or advanced forecasting · Model…

Technical Tools

azuregcppythonscalasqldeep-learningforecastingmachine-learning

Nice To Have:

understanding of Causal machine learning

experience in working with big data and distributed environments would be a plus

commercial experience proven by multiple successful projects in the areas of forecasting would be a big plus

Experience with OOP in Python

Experience with MLOps

familiarity with other languages R, Scala would be a plus

General:

basic computer programming skills and familiarity with programming concepts

strong business acumen

experience with deep learning, reinforcement learning or other advanced modeling concepts in classical Data Science problems

ability to come up with creative solutions to address customer problems

Why join us:

· Stable employment. On the market since 2008, 1300+ talents currently on board in 7 global sites.

· 100% remote.

· Flexibility regarding working hours.

· Full-time position

· Comprehensive online onboarding program with a “Buddy” from day 1.

· Cooperation with top-tier engineers and experts.

· Unlimited access to the Udemy learning platform from day 1.

· Certificate training programs. Lingarians earn 500+ technology certificates yearly.

· Upskilling support. Capability development programs, Competency Centers, knowledge sharing sessions, community webinars, 110+ training opportunities yearly.

· Grow as we grow as a company. 76% of our managers are internal promotions.

· A diverse, inclusive, and values-driven community.

· Autonomy to choose the way you work. We trust your ideas.

· Create our community together. Refer your friends to receive bonuses.

· Activities to support your well-being and health.

· Plenty of opportunities to donate to charities and support the environment.

Running end-to-end initiatives (Business understanding, Data understanding/preparation, Modeling, Evaluation and Deployment)

Analyzing and interpreting the findings

Drawing conclusions and recommendations- including expected benefits and measuring ROI for enhancing business processes

Pre-sales activities (at senior consultant level)

Basic computer programming skills and familiarity with programming concepts

Strong business acumen

Experience with deep learning, reinforcement learning or other advanced modeling concepts in classical Data Science problems

Ability to come up with creative solutions to address customer problems

Commercial experience with various classical data science and Machine Learning (ML) models (e.g. decision trees, ensemble-based tree models, linear regression etc.)

Familiarity with customer analytics DS concepts or advanced forecasting

Model hyperparameter tuning

Model validation frameworks

Experience with business requirements gathering, transforming them into technical plan, data processing, feature engineering, models evaluation

Previous experience in an analytical role supporting business will be a plus

Fluency in Python, basic working knowledge of SQL

Knowledge of specific DS/ML libraries

Solid experience in one of the cloud computing platforms (Databricks or GCP or Azure)

Missing one or two of these qualifications? We still want to hear from you! If you bring a positive mindset, we'll provide an environment where you feel valued and empowered to learn and grow.

Understanding of Causal machine learning

Experience in working with big data and distributed environments would be a plus

Commercial experience proven by multiple successful projects in the areas of forecasting would be a big plus

Experience with OOP in Python

Experience with MLOps

Familiarity with other languages R, Scala would be a plus

Stable employment. On the market since 2008, 1500+ talents currently on board in 7 global sites.
“Office as an option” model. You can choose to work remotely or in the office, depending on your location.
Flexibility regarding working hours and your preferred form of contract.
Comprehensive online onboarding program with a “Buddy” from day 1.
Cooperation with top-tier engineers and experts.
Unlimited access to the Udemy learning platform from day 1.
Certificate training programs. Lingarians earn 500+ technology certificates yearly.
Upskilling support. Capability development programs, Competency Centers, knowledge sharing sessions, community webinars, 110+ training opportunities yearly.
Internal Gallup Certified Strengths Coach to support your growth.
Grow as we grow as a company. 76% of our managers are internal promotions.
A diverse, inclusive, and values-driven community.
Autonomy to choose the way you work. We trust your ideas.
Create our community together. Refer your friends to receive bonuses.
Activities to support your well-being and health.
Plenty of opportunities to donate to charities and support the environment.
Modern office equipment. Purchased for you or available to borrow, depending on your location.