Genesis10 is currently seeking a Data Scientist for an Onsite position with a Global Manufacturing Company located in Pittsburgh, PA.
Compensation: $90,000 - $100,000 per year, W2 Position Overview: This role seeks a professional who combines strong machine learning expertise with a genuine understanding of steel production processes. You will collaborate closely with process engineers and domain experts to enhance existing process models by integrating domain knowledge with data-driven techniques and advanced modeling methods to build robust solutions.
Key Responsibilities: - Partner closely with process engineers, metallurgists, and domain experts to develop a deep, working understanding of the underlying processes and the data they generate
- Translate process know-how into model structure (constraints, features, and relationships) rather than treating the process as a black box
- Participate in site visits to connect raw signals to real physical behavior
- Enhance existing process models with data-driven techniques, replacing weak assumptions or unmodeled effects with learned components while preserving the physics that already works
- Design and implement hybrid models that combine domain/first-principles sub-models with machine learning (gray-box, physics-informed, and residual-modeling approaches)
- Develop virtual/soft sensors to estimate quantities that are hard or expensive to measure directly
- Own data science problems end to end: scoping, data analysis (time-series and relational), feature engineering, modeling, validation, and deployment into production
- Serve as the algorithmic point of contact for your solutions, choosing the right tool for the problem, from robust feature-based methods (e.g., scikit-learn) to deep learning (e.g., TensorFlow/Keras)
- Build engineering prototypes and turn promising experiments into reliable, maintainable production solutions
- Monitor model performance on live data, diagnose drift, and retrain or recalibrate as conditions change
- Continuously optimize and maintain deployed solutions to improve accuracy, robustness, and runtime performance
- Work with cross-functional teams (product, engineering, project management) to align data science work with product roadmaps and project goals
- Engage with customers to gather feedback, refine solutions, and ensure that data-driven approaches are accepted and adopted
Primary Requirements: - Master's degree in data science, Machine Learning, Statistics, Applied Mathematics, a quantitative engineering discipline (e.g., process, mechanical, control), or a related field or 2+ years of relevant experience
- Proven experience taking AI/ML solutions into real production environments
- Demonstrated ability to understand a problem domain and incorporate that understanding into models
- Understanding of software development practices: Python, SQL, Git, code review, and familiarity with container technologies
- Strong communication skills for working with other departments, customers, and stakeholders, and the ability to explain technical choices to non-specialists
- Ability to plan over longer horizons and coordinate work packages effectively
- Willingness to work on-site at the office and to travel to customer sites
Desired Skills: - Hands-on experience with hybrid / gray-box / physics-informed modeling, or with enhancing first-principles or simulation models using data-driven methods
- Experience building virtual/soft sensors, digital twins, or model-based monitoring for industrial or physical processes
- Proficiency with deep learning methods and frameworks
- Background in or exposure to an industrial / manufacturing / process domain (steel, metals, chemical, energy, or similar)
- Experience researching and benchmarking existing solutions and algorithms before building from scratch
Only candidates available and ready to work directly as Genesis10 employees will be considered for this position. If you have the described qualifications and are interested in this exciting opportunity, please apply! Ranked a Top Staffing Firm in the U.S. by Staffing Industry Analysts for six consecutive years, Genesis10 puts thousands of consultants and employees to work across the United States every year in contract, contract-for-hire, and permanent placement roles. With more than 300 active clients, Genesis10 provides access to many of the Fortune 100 firms and a variety of mid-market organizations across the full spectrum of industry verticals.
For contract roles, Genesis10 offers the benefits listed below. If this is a perm-placement opportunity, our recruiter can talk you through the unique benefits offered for that particular client. Benefits of Working with Genesis10: - Access to hundreds of clients, most who have been working with Genesis10 for 5-20+ years
- The opportunity to have a career-home in Genesis10; many of our consultants have been working exclusively with Genesis10 for years
- Access to an experienced, caring recruiting team (more than 7 years of experience, on average)
- Behavioral Health Platform
- Medical, Dental, Vision
- Health Savings Account
- Voluntary Hospital Indemnity (Critical Illness & Accident)
- Voluntary Term Life Insurance
- 401K
- Sick Pay (for applicable states/municipalities)
- Commuter Benefits (Dallas, NYC, SF, and Illinois)
For multiple years running, Genesis10 has been recognized as a Top Staffing Firm in the U.S., as a Best Company for Work-Life Balance, as a Best Company for Career Growth, for Diversity, and for Leadership, amongst others. To learn more and to view all of our available career opportunities, please visit us at our website.
Genesis10 is an Equal Opportunity Employer. Candidates will receive consideration without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.
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