Mondelēz International
Posted by Upasana Sharma'
Remote Machine Learning Jobs 2023 by Mondelēz International
ABOUT
Remote Machine Learning Jobs 2023: You will be crucial in supporting our business by creating valuable, actionable insights about the data, and communicating your findings to the business. You will work with various stakeholders to determine how to use business data for business solutions/insights.
You will: Remote Machine Learning Jobs 2023
- Analyze and derive value from data through application methods such as mathematics, statistics, computer science, machine learning, and data visualization. In this role, you will also formulate hypotheses and test them using math, statistics, visualization, and predictive modeling
- Understand business challenges, create valuable actionable insights about the data, and communicate your findings to the business. After that, you will work with stakeholders to determine how to use business data for business solutions/insights
- Enable data-driven decision-making by creating custom models or prototypes from trends or patterns discerned and by underscoring implications. Coordinate with other technical/functional teams to implement models and monitor results
- Apply mathematical, statistical, predictive modeling, or machine-learning techniques with sensitivity to the limitations of the techniques. Select, acquire, and integrate data for analysis. Develop data hypotheses and methods, train and evaluate analytics models, share insights and findings, and continue to iterate with additional data
- Develop processes, techniques, and tools to analyze and monitor model performance while ensuring data accuracy
- Evaluate the need for analytics, assess the problems to be solved, and what internal or external data sources to use or acquire. Specify and apply appropriate mathematical, statistical, predictive modeling, or machine-learning techniques to analyze data, generate insights, create value, and support decision-making
- Contribute to exploration and experimentation in data visualization and you will manage reviews of the benefits and value of analytics techniques and tools and recommend improvements
What you will bring-Remote Machine Learning Jobs 2023
A desire to drive your future and accelerate your career and the following experience and knowledge:
- Strong quantitative skillset with experience in statistics and linear algebra.
- A natural inclination toward solving complex problems
- Knowledge/experience with statistical programming languages including R, Python, SQL, etc., to process data and gain insights from it
- Knowledge of machine learning techniques including decision-tree learning, clustering, artificial neural networks, etc., and their pros and cons
- Knowledge and experience in advanced statistical techniques and concepts including, regression, distribution properties, statistical testing, etc.
- Good communication skills to promote cross-team collaboration
- Multilingual coding knowledge/experience: Java, JavaScript, C, C++, etc.
- Experience/knowledge in statistics and data mining techniques including random forest, GLM/regression, social network analysis, text mining, etc. Ability to use data visualization tools to showcase data for stakeholders
- Deep understanding of Databricks or Apache Spark, running Python on Apache Spark through PySpark, MLOps practice through MLFlow
- Good understanding of Google Cloud applications like Google Big Query, Google Cloud Storage
- Expertise in ETL activities, data movements across environments, data maintenance, and data management
- To promote cross-team collaboration: Sharing and enforcing ‘good practices’ in code standardization, maintenance, data creation
- Problem resolution mindset: A natural inclination toward solving technology problems such as code debugging, user access issue resolution, root cause analysis of system outage
- Support Forecasting Solution Implementation for the market for demand modeling in DataBricks & Spark and Model Forecast Improvement activity.
- Broad understanding of the challenges a data scientist faces to run analytical machine learning jobs and
- Owns responsibility for assigning and deploying clusters to ensure optimal run time of forecasting models
A desire to drive your future and accelerate your career and the following experience and knowledge:
More about this role: Remote Machine Learning Jobs 2023
What you need to know about this position: Remote Machine Learning Jobs 2023
- Databricks ownership: You will own end-to-end Databricks solutions including dev/prod separation, monitoring of the cost and efficiency
- Maintaining system architecture: Co-ordinating and ensuring best practices for System-level tasks such as naming convention (table, column), and structure of the library as per the best practice
- Create code blueprints: navigate the forecasting team in the performance optimization on Spark cluster, guide on best libraries, code blueprints
- Scaling and cost control: Optimize the cluster scaling (horizontal and vertical) against the cost
- Manage and Govern code: Own the responsibilities of coding best practices by individual data scientists and implement principles of interoperability, modularity, and scalability
- Overall ETL process ownership: Code review / Quality of the code management, Optimization (including Google Big Query, Spark), Code merge from different modelers, Release preparation
- Collaborate with DS and Project / Enterprise IT: Need to represent the Data Science team in technical discussions with (upstream and downstream of the platform) IT team and operationalize the code from the ‘experimental’ zone to the ‘deployment’
- On-boarding new country: Depending on the complexity of the process and structure of the data this role will ensure the sustainability of the overall process and orchestrate the change
- Version Upgrade: In case of impact on existing set-up (code, jobs) due to version upgrade, the role will be assessing the impact and fixing it (occasionally)
- Job load managing: at the system level decide the number of parallel jobs and impact on modeling approach/ data\u202fchange.
Job Title | Remote Machine Learning Jobs 2023 by Mondelēz International |
|---|---|
Description | Knowledge/experience with statistical programming languages including R, Python, SQL, etc., to process data and gain insights from it |
Estimated Salary | Per hour – |
Work Location | Postal code : |
Employment Type | FULL TIME |