Senior Data Scientist (Machine Learning Engineer)
At Grubhub, we are looking for a talented Senior Data Scientist (Machine Learning Engineer) to join our growing team. As a leading online food ordering and delivery platform, Grubhub relies heavily on data to provide the best service to our customers and restaurant partners. In this role, you will have the opportunity to work with large, complex datasets to develop and implement cutting-edge machine learning models that will shape the future of our business. We are seeking a highly skilled and experienced individual who is passionate about data and has a strong background in machine learning. If you are a driven and innovative problem-solver who thrives in a fast-paced and dynamic environment, we want to hear from you!
- Develop and implement state-of-the-art machine learning models to enhance the customer experience and improve business operations.
- Utilize large, complex datasets to identify patterns and trends, and provide insights to inform business decisions.
- Collaborate with cross-functional teams to understand business requirements and develop solutions to address them.
- Continuously research and stay updated on the latest advancements in machine learning and data science, and apply them to improve the company's processes and performance.
- Develop and maintain data infrastructure and pipelines to support the implementation of machine learning models.
- Analyze and evaluate the performance of existing machine learning models, and make recommendations for improvements.
- Communicate complex technical concepts and findings to non-technical stakeholders in a clear and understandable manner.
- Mentor and provide guidance to junior data scientists and engineers.
- Work with the IT team to ensure data security and compliance with privacy regulations.
- Collaborate with product managers to identify new opportunities for utilizing machine learning in product features and enhancements.
- Participate in regular team meetings and provide updates on project progress and challenges.
- Identify and proactively address potential issues or roadblocks in the implementation of machine learning models.
- Maintain a high level of accuracy and attention to detail in all work.
- Keep up-to-date documentation of all projects and processes.
- Conduct experiments and A/B testing to assess the effectiveness of machine learning models.
In-Depth Knowledge Of Machine Learning Algorithms And Techniques: A Senior Data Scientist At Grubhub Must Possess A Strong Understanding Of Various Machine Learning Algorithms Such As Regression, Classification, Clustering, And Deep Learning. They Should Also Have Experience In Implementing These Algorithms In Real-World Applications.
Proficiency In Programming Languages And Tools: The Candidate Should Have Expertise In Programming Languages Such As Python, R, And Sql, As Well As Experience With Data Analysis And Visualization Tools Like Pandas, Numpy, And Tableau. Knowledge Of Cloud Computing Platforms Like Aws Or Google Cloud Is Also Desirable.
Experience In Data Preprocessing And Feature Engineering: A Senior Data Scientist Should Be Able To Handle Large, Complex Datasets And Perform Data Cleaning, Transformation, And Feature Engineering To Prepare The Data For Machine Learning Models. They Should Also Have A Good Understanding Of Data Structures And Databases.
Strong Statistical And Analytical Skills: Grubhub's Senior Data Scientist Should Have A Solid Foundation In Statistics And Possess Strong Analytical Skills To Interpret And Draw Insights From Data. They Should Also Be Able To Design Experiments And Conduct A/B Testing To Evaluate The Performance Of Machine Learning Models.
Previous Experience In The Food Or Delivery Industry: While Not Mandatory, Having Previous Experience In The Food Or Delivery Industry Will Give The Candidate An Edge. It Will Help Them Understand The Specific Challenges And Nuances Of The Industry And Enable Them To Develop More Accurate And Relevant Machine Learning Models For Grubhub's Platform.
Big Data
Machine Learning
Deep Learning
Data Visualization
Regression analysis
Natural language processing
Data Mining
Statistical modeling
Predictive analytics
Time series analysis
feature engineering
Communication
Conflict Resolution
Emotional Intelligence
Leadership
Time management
creativity
Critical thinking
Teamwork
Adaptability
Problem-Solving
According to JobzMall, the average salary range for a Senior Data Scientist (Machine Learning Engineer) in New York, NY, USA is $130,000 to $180,000 per year. However, this can vary greatly depending on factors such as the specific company, industry, experience level, and education of the individual. Additionally, bonuses and other forms of compensation may also impact the overall salary range.
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Grubhub is a leading online and mobile food-ordering and delivery marketplace with the largest and most comprehensive network of restaurant partners, as well as nearly 24 million active diners. Dedicated to connecting diners with the food they love from their favorite local restaurants, Grubhub elevates food ordering through innovative restaurant technology, easy-to-use platforms and an improved delivery experience.
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