Direct message the job poster from Miracle Software Systems, Inc
Lead HCM Executive at Miracle Software Systems, Inc.
We Miracle Software Systems is looking for the AI Engineer/Developer on W2
Role: AI Engineer/Developer (10+ Years)
Position Description:
• Responsible for developing AI related enhancements for Purchasing PDO team and proficient in managing supplier related functional enhancements infusing AI to the processes. • Collect, clean, and preprocess large and complex datasets from various sources. • Applying various Deep learning networks, statistical techniques, explore and experiment on new models through research papers or via various frameworks. • Understanding, transforming large scale data to usable form for modelling, filtering data with generalization for later use, Cross-validating models for the requirements. • Interact with internal stakeholders to understand the business problems and automate / solve widely varying Purchasing business needs within 1-2 weeks from beginning of requirement to delivery. • Recommend and justify the algorithms to implement for the problems at-hand. • Enhance deep learning networks with multi-GPU and multi-node capabilities. • Supplier relationship framework assessment and build a survey to integrate with GDIA. • Perform exploratory data analysis (EDA) to understand data characteristics, identify patterns, and formulate hypotheses. • Design and execute A/B tests or other experimental designs to evaluate the impact of new features or strategies. • Monitor model performance in production and iterate on models to improve accuracy and efficiency. • Stay up to date with the latest research and developments in data science, machine learning, and related fields, and evaluate their potential application. • Help IT teams to develop a quick proof-of-concept to validate the concept and establish feasibility.
Skills Required:
• Bachelor's, Master's, in a quantitative field such as Computer Science, Statistics, Mathematics, or a related discipline. • 8+ years of experience working as a Data Scientist or in a similar role. • Strong proficiency in at least one major programming language used in data science (Python, Java, R). • Proven experience in developing and implementing solutions using Large Language Models (LLMs) and core Machine Learning techniques. • Solid experience with data manipulation and analysis libraries (e.g., pandas, NumPy in Python; dplyr, data.table in R). • Expertise in SQL for querying and manipulating databases. • Demonstrated experience developing and applying various machine learning algorithms (e.g., regression, classification, clustering, tree-based methods, ensemble methods). • Understanding of statistical concepts and their application (hypothesis testing, confidence intervals, experimental design). • Experience with data visualization tools and libraries (e.g., Matplotlib, Seaborn, Plotly in Python; ggplot2 in R; Tableau, Power BI). • Excellent communication and presentation skills, with the ability to explain complex technical concepts to non-technical audiences. • Strong problem-solving skills and the ability to think critically and creatively.
Skills Preferred:
• Experience with big data technologies (e.g., Spark, Hadoop, Hive). • Familiarity with cloud computing platforms (e.g., AWS, Azure, GCP) and their data/ML services. • Experience with deep learning frameworks (e.g., TensorFlow, PyTorch, Keras). • Experience deploying machine learning models into production environments. • Knowledge of Automotive supply chain process. • Experience with MLOps practices and tools. • Contributions to open-source projects or publications in relevant fields.
Experience Required:
4+ years of experience working as a Data Scientist, AI/ML Developer or in a similar role
Seniority level
Seniority level Mid-Senior level
Employment type
Employment type Contract
Job function
Job function Information Technology
Industries Software Development and Motor Vehicle Manufacturing
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