Data Scientist -Non NLP
Insight Global
Job Description
Summary
We are seeking an experienced Data Scientist to join our growing analytics team. In this role, you will lead the development, validation, and deployment of machine learning models that drive business value across our organization. The ideal candidate will combine strong statistical knowledge with practical experience implementing production-ready ML solutions that solve complex business problems.
Key Responsibilities
• Design and develop sophisticated machine learning models to address business challenges and opportunities
• Lead the entire model lifecycle from conceptualization through deployment and monitoring
• Perform rigorous model validation and testing to ensure reliability and performance
• Collaborate with data engineers to build efficient data pipelines for model training and inference
• Implement model deployment strategies that ensure seamless integration with production systems
• Develop monitoring frameworks to track model performance and detect drift
• Communicate complex technical concepts and model results to non-technical stakeholders
• Stay current with the latest advancements in machine learning techniques and tools
• Mentor junior data scientists and contribute to establishing best practices
• Partner with cross-functional teams to identify high-impact opportunities for ML applications
Compensation:
$60/hr to $70/hr
Exact compensation may vary based on several factors, including skills, experience, and education.
Benefit packages for this role will start on the 31st day of employment and include medical, dental, and vision insurance, as well as HSA, FSA, and DCFSA account options, and 401K retirement account access with employer matching. Employees in this role are also entitled to paid sick leave and/or other paid time off as provided by applicable law.
We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment regardless of their race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to HR@insightglobal.com.To learn more about how we collect, keep, and process your private information, please review Insight Global's Workforce Privacy Policy: https://insightglobal.com/workforce-privacy-policy/.
Skills and Requirements
• Advanced degree (MS or PhD) in Computer Science, Statistics, Mathematics, or related field
• 5+ years of professional experience in data science or related field
• Strong track record of developing and deploying machine learning models in production environments
• Expertise in model validation techniques, including cross-validation, A/B testing, and performance metrics
• Proficiency in Python and its data science libraries (scikit-learn, TensorFlow, PyTorch, etc.)
• Experience with model deployment frameworks and MLOps practices
• Strong understanding of statistical concepts and experimental design
• Excellent data manipulation and analysis skills using SQL and Python
• Experience with version control systems (Git) and collaborative development
• Proven ability to translate business requirements into technical solutions
• Strong communication skills with the ability to present findings to technical and non-technical audiences • Experience with cloud-based ML platforms (AWS SageMaker, Azure ML, Google AI Platform)
• Knowledge of containerization technologies (Docker) and orchestration tools
• Experience with feature stores and automated ML pipelines
• Familiarity with deep learning architectures and applications
• Understanding of data privacy, fairness, and ethical considerations in ML
• Experience with distributed computing frameworks for large-scale model training
• Contributions to open-source projects or research publications null
We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal employment opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment without regard to race, color, ethnicity, religion,sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military oruniformed service member status, or any other status or characteristic protected by applicable laws, regulations, andordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request to HR@insightglobal.com.
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