Company : LTIMindtree
Number of Post's : 01
Job Role : Data Scientist
Experience : 8 to 12 years
Qualification :
○MS
○PHD data scientist
○Computer science
Location : Pune
Responsibilities :
✔️Design, implement, and refine media mix models to determine the most effective investment strategy across various marketing channels.
✔️Analyze and convert the results from the media mix models into practical business insights.
✔️Collaborate closely with fellow data scientists and business intelligence analysts to conduct in-depth analyses that address stakeholder inquiries.
✔️Assist in regular presentations by developing visual representations and delivering reports as required.
✔️Construct and deploy comprehensive machine learning pipelines capable of efficiently processing large-scale data.
✔️Continuously assess model performance in a production environment through automation and make iterative improvements to ensure ongoing relevance.
✔️Explore innovative techniques to enhance the accuracy and interpretability of media mix models.
✔️Validate models through backtesting and the assessment of actual data.
✔️Provide data insights at the appropriate level of granularity and promptly address any feedback received.
Qualifications & Experience :
✔️Two years of experience in Data Science and Machine Learning Engineering.
✔️A Master's or Doctorate degree in Statistics, Data Science, Computer Science, or related fields, with a focus on machine learning methodologies.
✔️Proficiency in both supervised and unsupervised machine learning techniques.
✔️Comprehensive experience in the full data lifecycle, including collection, aggregation, analysis, visualization, production, and monitoring of data science products.
✔️The capability to write efficient code in Python and utilize relevant machine learning libraries.
✔️Acquaintance with a range of statistical models and methodologies, such as causal methods, tree-based algorithms, time series analysis, and regression analysis.
✔️The ability to communicate clearly and persuasively with engineers and product managers.
✔️A strong attention to detail and a commitment to data accuracy.
✔️Familiarity with version control systems such as Git and BitBucket.
✔️Successful completion of a background check is required.
Requirements :
✔️Proficient in utilizing Google Cloud Platform's BigQuery ML Engine and its associated APIs.
✔️Familiar with project management software, particularly those offered by Atlassian, such as JIRA and Confluence.
✔️Skilled in data manipulation using SQL and Pandas.
✔️Experience in natural language processing or text mining methodologies is advantageous.
✔️Knowledge of deep learning frameworks and TensorFlow is beneficial.
Skills :
●Dimensional Data Modeling
●BI Solutions Architecture
●PowerBI
●Tableau
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