Job Location : Atlanta,GA, USA
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ConstructConnect is a company focused on innovation in the construction industry, leveraging artificial intelligence and machine learning to address labor shortages. As a Data Scientist II, you will develop machine learning solutions, optimize models, and collaborate with teams to drive strategic decision-making and business growth.
Responsibilities:
• Collaborate with cross-functional teams to define requirements, curate high-quality training datasets, and develop machine learning solutions for business challenges.
• Drive innovation by researching and experimenting with cutting-edge algorithms, architectures, and techniques.
• Optimize and fine-tune deep learning models to improve its performance, accuracy, and efficiency.
• Conduct thorough evaluations and assessments of models, providing recommendations for enhancements and optimizations.
• Contribute to the development of internal frameworks, and libraries to streamline ML workflows.
• Communicate research findings, insights, and recommendations effectively to both technical and non-technical stakeholders.
• Stay informed about industry trends, best practices, and emerging technologies in AI.
• Mentor and provide guidance to the team, sharing best practices.
Qualifications:
Required:
• Creative problem-solver who is passionate about digging into complex problems and devising innovative approaches to reach results.
• Effective communication skills and experience distilling and presenting complex quantitative analysis into action-oriented recommendations.
• Proven experience as a Data Scientist, with a focus on computer vision, NLP, or predictive analytics.
• Solid understanding of deep learning architectures for computer vision and NLP.
• Knowledge of computer vision techniques, such as classification, object detection, and image segmentation.
• Familiarity with computer vision libraries and tools, such as OpenCV, scikit-image.
• Strong understanding of NLP methods and techniques, including text preprocessing, word embeddings, and language modeling.
• Proficiency in machine learning frameworks, such as TensorFlow, PyTorch, or scikit-learn.
• Strong programming skills in Python, with experience in data manipulation, analysis, and visualization using libraries such as Pandas, NumPy, and Matplotlib.
• Bachelor's degree or equivalent experience in data science, Statistics, Computer Science, or a related field.
Preferred:
• Experience with cloud platforms, such as GCP, and deploying models to production environments is a plus.
Company:
ConstructConnect provides of cloud-based data, collaboration, and workflow automation solutions. Founded in 2016, the company is headquartered in Cincinnati, Ohio, USA, with a team of 1001-5000 employees. The company is currently Late Stage. ConstructConnect has a track record of offering H1B sponsorships.
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Inferred from the description for this jobMedical insurance
Vision insurance
401(k)
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