[Hiring] Data Scientist @G2
Apr 01, 2025 - G2 is hiring a remote Data Scientist. 💸 Salary: unspecified. 📍Location: USA.
Role Description
As a Data Scientist, you will focus on developing machine learning models to solve complex business problems. In addition to core data science responsibilities, you will occasionally step into ML engineering tasks, such as troubleshooting pipelines and ensuring operational stability. This role is ideal for a data scientist with strong technical skills and an interest in supporting model deployment and production workflows when needed. You'll also mentor junior team members and foster collaboration across teams, contributing to a culture of shared knowledge and continuous improvement.
- Lead the development and refinement of machine learning models, including feature engineering, algorithm selection, and model optimization.
- Conduct experiments with advanced machine learning techniques to improve model performance and deliver impactful solutions.
- Build, maintain, and optimize data pipelines to support end-to-end machine learning workflows.
- Analyze large datasets to extract insights and provide actionable recommendations for business teams in conjunction with model development.
- Collaborate with ML engineers to operationalize models, ensuring scalability and reliability.
- Work closely with cross-functional teams, including product managers and engineers, to translate business requirements into machine learning solutions.
- Document and present methodologies, findings, and results to both technical and non-technical audiences.
- Act as an on-call resource to troubleshoot and resolve issues with deployed machine learning models.
- Collaborate with ML engineers to monitor model performance and ensure operational stability.
- Mentor junior team members, providing technical support, guidance on model development, and best practices implementation.
Qualifications
- 4+ years experience as a data scientist involved in data extraction, analysis and modeling.
- 4+ years of experience in Python and SQL.
- Strong understanding of statistics.
- Proficiency in machine learning algorithms and all stages of machine learning.
- Familiarity with neural networks and deep learning.
- Familiarity with AWS services and Snowflake (or similar SQL DB).
- Familiar with containerization (e.g., Docker) and API frameworks (e.g., Flask).
- Demonstrated ability to troubleshoot issues in production environments, including debugging data pipelines or model related errors.
Requirements
- Successful end-to-end delivery of data science products.
- Exposure to MLOps tools like MLFlow, KubeFlow, DVC, AWS Sagemaker, Seldon etc.
- Experience deploying models in an AWS cloud environment - with specific experience with AWS tools such as Sagemaker and Step Functions.
- Expertise with Natural Language Processing and Understanding.
- Experience with libraries and frameworks for training ML and DL models (PySpark, Tensorflow).
- Experience with LLMs/Generative AI.
Benefits
- Generous benefits, such as flexible work, ample parental leave, and unlimited PTO.
Company Description
When you join G2, you join the global team behind the largest and most trusted software marketplace. Every month, 5.5 million people come to G2 to inform smarter software decisions based on honest peer reviews. Authenticity is our focus, and every day we help thousands of companies, and hundreds of employees, propel their potential. Ready for meaningful work that starts and ends with compassion and heart? You’ve come to the right place.
G2 is going through exciting growth! We’ve recently secured our Series D funding of $157 million, which will further allow us to grow and develop our product and people.
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| 📍 | Be aware of the location restriction for this remote position: USA |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. |
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Salary
💸
unspecified
|
Remote
Location
USA
|
|
Job Type
unspecified
|
Posted
Apr 01, 2025
|
| 📍 | Be aware of the location restriction for this remote position: USA |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. |
