Project Manager/Data Analyst managing AI/ML projects for building automation and energy optimization at Johnson Controls. Collaborating with data science, engineering teams, and business stakeholders.
Responsibilities
Coordinate and track multiple AI/ML projects from initiation through deployment, ensuring timelines and deliverables are met
Facilitate communication between data scientists, engineers, product managers, and business stakeholders
Organize and lead project meetings, prepare agendas, document decisions, and track action items
Maintain project documentation including requirements, specifications, timelines, and status reports
Monitor project risks and dependencies, escalating issues proactively to ensure project success
Support sprint planning, backlog grooming, and agile ceremonies for AI development teams
Prepare executive-level presentations and dashboards showcasing project progress and AI initiative ROI
Coordinate user acceptance testing (UAT) and pilot programs for new AI solutions
Conduct exploratory data analysis (EDA) on sensor data, building performance metrics, and equipment telemetry
Create data quality reports and identify data gaps, anomalies, or inconsistencies that impact ML model development
Build dashboards and visualizations to communicate insights from building automation systems and IoT devices
Support data scientists by preparing datasets, performing feature engineering, and conducting statistical analyses
Analyze model performance metrics and create reports on model accuracy, drift, and business impact
Develop automated reporting solutions for recurring analysis and KPI tracking
Collaborate with data engineering teams to ensure data pipelines meet analytical requirements
Perform ad-hoc analyses to support business questions and AI use case identification
Morning standup meetings with data science and engineering teams
Analyzing datasets to support ongoing ML model development
Updating project trackers, timelines, and status reports
Creating visualizations and reports for stakeholder meetings
Coordinating across teams to resolve blockers and dependencies
Conducting data quality assessments and preparing datasets for modeling
Documenting project decisions, requirements, and technical specifications
Preparing presentations for leadership reviews and project updates
Requirements
Bachelor's degree in Data Science, Computer Science, Engineering, Statistics, Business Analytics, or related field
3+ years of experience in project coordination, data analysis, or similar roles
Experience working with technical teams or supporting software/AI development projects
Demonstrated ability to manage multiple priorities in a fast-paced environment
Strong proficiency in SQL for data extraction, transformation, and analysis
Solid experience with Python or R for data manipulation and statistical analysis (pandas, numpy, matplotlib, seaborn)
Expertise in data visualization tools such as Tableau, Power BI, or similar platforms
Experience with exploratory data analysis, statistical testing, and data quality assessment
Ability to work with large datasets and understand database structures
Proficiency in Excel including pivot tables, advanced formulas, and data modeling
Familiarity with project management methodologies (Agile, Scrum, Waterfall)
Experience with project management tools (Jira, Asana, Monday.com, MS Project, or similar)
Understanding of software development lifecycle (SDLC) and ML model development processes
Basic understanding of machine learning concepts and model development lifecycle (preferred)
Exposure to AI/ML tools and frameworks (scikit-learn, TensorFlow, Azure ML) (preferred)
Familiarity with MLOps practices, model monitoring, and deployment processes (preferred)
Knowledge of time series analysis or IoT data analytics (preferred)
Benefits
Competitive compensation including base salary and performance bonus
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