Redaptive

Data Scientist

Pune, India Remote Hybrid
SQL TensorFlow AWS Terraform Python NumPy API PyTorch Machine Learning Pandas Azure GCP Git
Search for More Jobs Talk to a recruiter now 💪
Description
As a Data Scientist at Redaptive, you will have the opportunity to apply machine learning and data science methodologies to help our customers lower their carbon emissions and meet their sustainability goals. You will leverage data, analysis, and Redaptive’s extensive metering portfolio to identify and resolve challenges in driving energy-efficiency to scale.

This role will join a team of data scientists with a diverse set of backgrounds and professional experiences. The ideal candidate for this position has a positive mindset, is not afraid to ask questions, and has a high sense of ownership over their work. 

Job Responsibilities

  • Ideate, propose, and deploy machine learning projects for electric, water, and/or gas resource consumption, savings, anomaly detection, time series classification, and other sustainability initiatives.
  • Support time-sensitive questions and analyses from internal teams on product performance, trends, and anomalies.
  • Support internal initiatives to identify and implement process improvements and automation within data collection, analysis, and machine learning workflows.
  • Implement data pipelines to collect, clean, and preprocess data from various sources, ensuring data quality and integrity.
  • Communicate findings and insights to technical, non-technical, and senior stakeholders through clear visualizations, reports, and presentations.
  • Acquire and apply domain knowledge of Redaptive’s products and software stack to identify and drive the resolution of data inconsistencies, improve model performance, and influence product strategy.

Job Requirements

  • Proficiency writing readable, testable, and maintainable Python code and working within Python's data ecosystem (Jupyter, NumPy, Pandas, etc.)
  • Deep expertise with querying relational databases (SQL), non-relational databases (NoSQL), and RESTful APIs
  • Proficiency building and validating predictive models within the Python ecosystem (scikit-learn, XGBoost, TensorFlow, PyTorch, etc.).
  • Ability to take data science and machine learning solutions into a production environment, deploying models (ideally on cloud architecture like AWS, Azure, or GCP), integrating with software systems, retraining and maintenance of production models
  • Ability to collaborate through a version control system (Git, GitHub, GitLab, etc.)
  • Self-starter able to thrive in a startup environment and work with a high degree of autonomy and positive mindset
  • Excellent storytelling skills including the ability to tailor and deliver presentations on complex data analyses to both technical and non-technical audiences
  • Strong communication skills and presentation skills
  • Tendency towards curiosity and experimentation with a strong attention to detail and business sense

Education and Experience

  • Bachelor’s degree (or higher) in statistics, economics, STEM, or similarly quantitative field
  • 3+ years of professional data science experience
  • Experience working with IoT time-series data
  • Experience with infrastructure as code (terraform) and CI/CD platforms (circleCI, travisCI) is a plus
  • Experience working with building efficiency, HVAC systems, and/or energy, water, and gas resources is a plus
Redaptive
Redaptive
Energy Energy Efficiency Real Estate Renewable Energy SaaS Smart Building

0 applies

35 views

Other Jobs from Redaptive

Leader - Software Engineering

Pune, India Remote Hybrid

Project Manager, Data Solutions

Denver, CO Remote Hybrid

There are more than 50,000 engineering jobs:

Subscribe to membership and unlock all jobs

Engineering Jobs

60,000+ jobs from 4,500+ well-funded companies

Updated Daily

New jobs are added every day as companies post them

Refined Search

Use filters like skill, location, etc to narrow results

Become a member

🥳🥳🥳 401 happy customers and counting...

Overall, over 80% of customers chose to renew their subscriptions after the initial sign-up.

To try it out

For active job seekers

For those who are passive looking

Cancel anytime

Frequently Asked Questions

  • We prioritize job seekers as our customers, unlike bigger job sites, by charging a small fee to provide them with curated access to the best companies and up-to-date jobs. This focus allows us to deliver a more personalized and effective job search experience.
  • Salaries for the engineering jobs on our site range from $100K-$200K. On average, senior engineer positions on our EchoJobs are about $160K.
  • The EchoJobs positions have been sourced and vetted from the top companies to work for in the US as a software engineer, including LinkedIn and other reputable job sites. We also have syndicated jobs from companies that have just raised funding, as well as those that have great unique products and culture. From all of these sources, our founder, Morgan, has also resourced the company's authenticity in terms of their website, public appearance, and more.
  • Yes, our users asked us for just this, so now our search filters allow you to search for your top jobs via location, as well as by onsite, remote, or both. Approximately 30% of our jobs are remote, so you’ve got the best options for you!
  • We have not yet implemented this option, but are considering doing so in the future. For the moment, you would need to cancel your subscription, and resubscribe when you wanted to come back.
  • We add new jobs to EchoJobs every day! We scan our sources for the newest jobs, verify them, and post them to EchoJobs within minutes. We add about 2,000-3,000 new jobs for you each day!
  • From starting your job search to getting hired, the entire job search process can take us software engineers anywhere between 3-6 months. However, at EchoJobs, we’re striving to shorten this duration by finding the best, newest jobs for you, so you can do less job searching, and more applying.
  • We’d recommend checking EchoJobs daily, as we add new jobs to the site each day. Additionally, if you got a chance to read our previous email on “what makes EchoJobs different from any other job search tools,” we also recommended that you set a job alert based on your job filters, so if you get emails on those new jobs, you could be checking more than once per day.
  • If you decide to continue with us after the 1-month trial, we definitely recommend this, as we all know it usually takes 3-6 months to find a quality job as a software engineer these days. So to best support you, we just adjusted our membership options at EchoJobs to monthly, 3 months, or 12 months (this option is more for passive job seekers looking a little bit for the future if they want to come back to work or make a job switch potentially. This lets you see what’s out there in case an even better fit job becomes available.)
  • EchoJobs is truly the only job site of its kind. We want to be THE spot for you to find the best job for you, and haven’t encountered any other company doing this. Other job sites are in niches besides software engineering or focus on a small portion of engineering jobs (like a specific coding language). In the words of Morgan, our founder, “I think what makes EchoJobs different is the amount of jobs, frequency that we add new jobs (we add 2,000-3,000 new jobs daily!), and the powerful search engines to find exactly the job you want more easily and efficiently. We can provide you with the most jobs that are vetted by us, we’ll continually find more new jobs for you, and we make it easier for you to apply and get hired.

What Fellow Engineers Say