Sr. Principal Data Scientist / Machine Learning Engineer Job at Ascentt, Plano, TX

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  • Ascentt
  • Plano, TX

Job Description

Job Summary  

We're looking for an exceptionally skilled and experienced Sr. Principal Data Scientist / Machine Learning Engineer to lead and deliver high-impact AI/ML projects across Automotive domain. The ideal candidate will have a deep understanding of data science and machine learning tools, techniques, and algorithms, coupled with a proven track record of successfully leading projects from conception to deployment. This role demands strong client-facing communication skills and the ability to translate complex technical concepts into tangible business value.  

Key Responsibilities  

  • Technical Leadership & Strategy:  
  • Serve as a primary technical expert and thought leader in Data Science and Machine Learning.  
  • Define and drive the technical strategy for AI/ML initiatives, identifying high-value opportunities for optimization, predictive analytics, and process improvement across diverse use cases.  
  • Architect and oversee the development of robust, scalable, and production-ready DS/ML models and solutions.  
  • Stay at the forefront of the latest advancements in DS/ML, especially those applicable to various industries and large-scale data problems.  
  • Project Leadership & Delivery:  
  • Lead end-to-end DS/ML projects, including requirements gathering, data exploration, model development, validation, deployment, and monitoring.  
  • Define project scope, timelines, and deliverables, ensuring successful execution within budget and schedule constraints.  
  • Mentor and guide junior and mid-level data scientists and ML engineers, fostering a culture of technical excellence and continuous learning.  
  • Drive MLOps best practices for reliable and efficient model deployment and lifecycle management.  
  • Client Management & Communication:  
  • Act as a trusted advisor to clients and internal stakeholders, understanding their business challenges and translating them into solvable DS/ML problems.  
  • Effectively communicate complex analytical findings, model performance, and business recommendations to both technical and non-technical audiences.  
  • Manage client expectations, present progress reports, and ensure stakeholder satisfaction.  
  • Facilitate workshops and discovery sessions to identify new opportunities for AI/ML adoption.  
  • Use Case Development & Problem Solving:  
  • Lead the identification, prioritization, and execution of complex AI/ML use cases that drive significant business impact.  
  • Apply deep analytical skills to dissect complex problems, derive actionable insights from data, and design innovative solutions.  
  • Develop and implement models for:  
  • Predictive Analytics: Forecasting, risk assessment, and anomaly detection.  
  • Optimization: Improving efficiency, resource allocation, and decision-making.  
  • Pattern Recognition: Identifying trends, segments, and relationships within large datasets.  
  • Automation: Leveraging ML for intelligent process automation and enhanced operational efficiency.  
  • Tool & Algorithm Proficiency:  
  • Demonstrated expertise in a wide range of DS/ML tools and platforms (e.g., Python, R, TensorFlow, PyTorch, scikit-learn, Spark, AWS Sagemaker, Azure ML).  
  • Deep understanding and practical application of various machine learning algorithms (e.g., supervised, unsupervised, reinforcement learning, deep learning, time series analysis, NLP, computer vision).  
  • Proficiency in data manipulation, SQL, and working with large, complex datasets from various sources.  

Qualifications  

  • Master's or Ph.D. in Data Science, Machine Learning, Computer Science, Engineering, Operations Research, Statistics, or a related quantitative field.  
  • 8+ years of progressive experience in Data Science and Machine Learning roles, with at least 3-5 years in a leadership or principal-level capacity.  
  • Demonstrated experience leading multiple end-to-end DS/ML projects successfully from concept to production.  
  • Proven track record of managing client interactions, presenting technical solutions, and influencing strategic decisions.  
  • Expertise in Python programming (NumPy, Pandas, Scikit-learn, Keras/TensorFlow/PyTorch).  
  • Strong understanding of statistical modeling, experimental design, and hypothesis testing.  
  • Experience with cloud platforms (AWS, Azure, GCP) and MLOps principles.  
  • Excellent communication, interpersonal, and presentation skills.  

Preferred Qualifications  

  • Experience with real-time data processing and streaming analytics.  
  • Knowledge of various industry verticals and their unique data challenges (e.g., finance, healthcare, retail, logistics, manufacturing).  
  • Experience with large-scale data architectures (e.g., data lakes, data warehouses, distributed computing).  
  • Publications or presentations in relevant fields.  

Job Tags

Full time

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