Data Scientist
Anywhere in India
Redaptive, Inc.
Redaptive uses a data driven approach to create enterprise corporate sustainability initiatives that generate savings without financial or logistical barriers.Job Responsiblities
- Analyze time series data from a broad suite of energy efficiency and sustainability technologies to calculate site and portfolio performance, usage trends, anomalies, variability, etc.
- Develop and deliver visualizations, dashboards, and presentations to communicate analysis results with project stakeholders.
- Support time-sensitive questions from sales, customer experience, and operations teams on meter reliability, data quality, trends, and anomalies.
- Lead deep dive investigations into performance and data anomalies, coordinating and communicating results with customer experience and operations teams.
- Produce data quality reports and contribute to the development of various data quality improvement initiatives.
- Seek and incorporate internal and external datasets to enrich reporting and analyses.
- Develop predictive models for electric, water, and/or gas resource consumption, savings, anomaly detection, time-series classification, and other sustainability and resource conservation domains.
Job Requirements / Qualifications
- 3+ years of professional data science experience.
- Experience writing Python and its data ecosystem (Jupyter, NumPy, Pandas, etc.).
- Experience with modern machine learning techniques and libraries within the Python ecosystem (scikit-learn, XGBoost, TensorFlow, PyTorch, etc.).
- Deep expertise with querying relational (SQL) databases, non-relational databases (NoSQL), and RESTful APIs.
- Tendency towards curiosity and experimentation with a strong attention to detail
- Taking data science (modeling, visualizations, etc.) into a production environment, deploying models (ideally on cloud architecture like AWS), integrating with software systems, retraining and maintenance of production models
- Self-starter able to thrive in a startup environment and work with a high degree of autonomy.
- Strong communication skills and presentation skills.
- Bachelor’s degree (or higher) in statistics, economics, STEM, or similarly quantitative field preferred or relevant work experience
- Excellent story-telling skills including the ability to tailor and deliver presentations on complex data analyses to both technical and non-technical audiences.
- Experience working with building efficiency, HVAC systems, and/or energy, water, and gas resources.
- Experience collaborating through a version control system (Git, GitHub, GitLab, etc.)
- Experience working with plotly.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: APIs Architecture AWS Classification CX Data quality Economics Git GitHub GitLab Jupyter Machine Learning NoSQL NumPy Pandas Plotly Python PyTorch RDBMS Scikit-learn SQL Statistics STEM TensorFlow XGBoost
Perks/benefits: Career development Startup environment
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Marketing Data Analyst jobs
- Open MLOps Engineer jobs
- Open AI Engineer jobs
- Open Senior Data Architect jobs
- Open Junior Data Scientist jobs
- Open Data Engineer II jobs
- Open Sr Data Engineer jobs
- Open Data Analytics Engineer jobs
- Open Power BI Developer jobs
- Open Senior Business Intelligence Analyst jobs
- Open Principal Data Engineer jobs
- Open Manager, Data Engineering jobs
- Open Product Data Analyst jobs
- Open Business Data Analyst jobs
- Open Data Manager jobs
- Open Data Quality Analyst jobs
- Open Sr. Data Scientist jobs
- Open Data Scientist II jobs
- Open Big Data Engineer jobs
- Open Business Intelligence Developer jobs
- Open Data Analyst Intern jobs
- Open Principal Data Scientist jobs
- Open ETL Developer jobs
- Open Azure Data Engineer jobs
- Open Data Product Manager jobs
- Open Data quality-related jobs
- Open Business Intelligence-related jobs
- Open Privacy-related jobs
- Open Data management-related jobs
- Open GCP-related jobs
- Open Java-related jobs
- Open ML models-related jobs
- Open Finance-related jobs
- Open Data visualization-related jobs
- Open Deep Learning-related jobs
- Open APIs-related jobs
- Open PyTorch-related jobs
- Open PhD-related jobs
- Open TensorFlow-related jobs
- Open Consulting-related jobs
- Open Snowflake-related jobs
- Open NLP-related jobs
- Open Data governance-related jobs
- Open Data warehouse-related jobs
- Open Airflow-related jobs
- Open Databricks-related jobs
- Open Hadoop-related jobs
- Open LLMs-related jobs
- Open DevOps-related jobs
- Open Kubernetes-related jobs