Data Scientist

2 months ago

San Francisco, California, United States Pacific Gas and Electric Company Full time
Position Summary

PG&E is looking for a Data Scientist with experience in data science products and ML DevOps. In this role the successful candidates will play a vital role in building and maintaining the infrastructure that brings our machine learning models to life, having the opportunity to advance PG&E's triple bottom line of People, Planet, and Prosperity. Working as part of cross functional teams, including with data scientists, ML engineers, and software engineers to ensure seamless integration and deployment of models into production environment. The responsibilities of these positions include:

  • As Center of Excellence team member in the centralized data science Hub, support analytics Spokes across the company in the implementation of the ML DevOps Framework for their productionalize models.
  • Assist in developing and documenting the standards ML DevOps pipelines for training, testing, deployment, and monitoring of machine learning models.
  • Collaborate with data scientists and ML engineers to understand model requirements and translate them into production-ready pipelines.
  • Participate in the design and implementation of CI/CD pipelines for machine learning models.
  • Participate in code reviews and contribute to the improvement of existing ML DevOps tools.
  • Monitor model performance in production and identify potential issues.
  • Assist in troubleshooting and resolving issues related to model deployments.
  • Stay up to date on the latest ML DevOps trends and technologies.
  • Participate in the design, development, and testing of ML DevOps pipelines.
  • Write and maintain well-documented, efficient, and scalable ML DevOps code.
  • Build and maintain strong relationships with business units and external agencies.

PG&E is providing the salary range that the company in good faith believes it might pay for this position at the time of the job posting. This compensation range is specific to the locality of the job. The actual salary paid to an individual will be based on multiple factors, including, but not limited to, specific skills, education, licenses or certifications, experience, market value, geographic location, and internal equity. We would not anticipate that the individual hired into this role would land at or near the top half of the range described below, but the decision will be dependent on the facts and circumstances of each case.

A reasonable salary range is:

Bay Area : $102,000.00

Bay Area : $162,000.00

&/OR

California : $97,000.00

California : $154,000.00

This position is hybrid, working from your remote office and your assigned work location based on business need. The assigned work location will be within the PG&E Service Territory.

Reporting Relationship

This position reports to the Director, Enterprise Decision Science/Data Science & Analytics Products.

Job Responsibilities:

  • Develop and document the standards ML DevOps pipelines for training, testing, deployment, and monitoring of machine learning models.
  • Extracts, transforms, and loads data from dissimilar sources from across PG&E for their machine learning feature engineering.
  • Supports the application of data science/ machine learning/artificial intelligence methods to develop defensible and reproducible predictive or optimization models.
  • Supports and implement the ML model governance and monitoring of model performance in production.
  • Supports the development of mathematical models and AI simulations which represent complex business problems.
  • Writes and documents python code for data science (feature engineering and machine learning modeling), and ML DevOps under senior data scientist guidance.
  • Contributes to the development of summary presentations.
  • Communicates technical information clearly to other data scientists.

Qualifications:

:

  • Bachelor's Degree in Data Science, Machine Learning, Computer Science, Physics, Econometrics or Economics, Engineering, Mathematics, Applied Sciences, Statistics, or equivalent field
  • 2 years in data science (or no experience, if possess Master's Degree)

Desired:

  • Master's Degree in Data Science, Machine Learning, Computer Science, Physics, Econometrics or Economics, Engineering, Mathematics, Applied Sciences, Statistics, or equivalent field
  • Relevant industry (electric or gas utility, renewable energy, analytics consulting, etc.) experience

Knowledge, Skills, Abilities and (Technical) Competencies

  • Familiarity with data science and ML DevOps standards and processes (model evaluation, optimization, feature engineering, model deployment, monitoring etc.) along with best practices to implement them.
  • Knowledge of software engineering, statistics, and machine learning techniques as they apply to data science modeling and deployment.
  • Knowledge of commonly used data science and/or operations research programming languages, packages, and tools.
  • Hands-on knowledge and application of data science/machine learning models and algorithms.
  • Ability to clearly communicate complex technical details and insights to colleagues and stakeholders.
  • Knowledge of the mathematical and statistical fields that underpin data science.
  • Knowledge of systems thinking and structuring complex problems.
  • Ability to collaborate and/or work on a team.

Read the full posting.

  • Data Scientist

    5 months ago

    San Francisco, California, United States Calico Full time

    Position Description:Calico is seeking an expert data scientist or computational biologist to join our multidisciplinary team of mass spectrometrists, biologists and computer scientists to become an integral part of our solution for proteomics.At Calico we are generating large quantities of proteomics data both from large, unique cohort studies as well as...

  • Data Scientist

    1 month ago

    San Francisco, California, United States Ikasi Full time

    As a Data Scientist, you'll be integral in finding patterns and extracting valuable insights from large amounts of raw data. is an innovative technology company specializing in artificial intelligence solutions. We are committed to building advanced AI technologies to solve real–world problems, streamline processes, and enhance the user experience in...

  • Data scientist

    3 weeks ago

    San Francisco, California, United States InsightRX Full time

    About InsightRXInsightRX is a venture-backed healthcare technology company based in San Francisco focused on individualizing treatment at the point of care. We envision a world in which all medications work as intended, maximally effective and safe. Founded in 2015, our core precision dosing product combines patient-specific data with pharmacology models and...

  • Data Scientist at

    3 weeks ago

    San Francisco, California, United States Beek Health Full time

    In this role, you'll be part of a diverse and dynamic team, including health experts, software developers, and data analysts, all dedicated to transforming personal health management through technology. What You'll Do As a Data Scientist at Beek Health, you'll join a small, agile team focused on leveraging data to drive health technology forward. Your role...

  • Data Scientist

    2 weeks ago

    San Francisco, California, United States Envoy Full time

    With Envoy's intuitive technology that employees actually enjoy using, you can create a great workplace experience that fosters community and togetherness by making it easy for teams to coordinate working onsite.Successful candidates will exhibit technical acumen, product sense and business savvy, with a passion for making an impact through creative...

  • Senior Data Scientist

    3 weeks ago

    San Francisco, California, United States Plato Systems Full time

    Plato Systems is on a mission to supercharge manufacturing operations by using spatial activity data and AI to improve capacity, productivity, and safety. Spun out of Stanford in 2019, we have built an intelligent analytics platform fueled by our revolutionary device which uses machine perception and sensor fusion to provide an operations digital twin that...

  • Data Scientist

    2 weeks ago

    San Francisco, California, United States Bond Full time

    Founded in 2019, Bond's mission is to accelerate the pace of financial innovation and access to capital. Bond is now part of Fortune 500 financial technology company FIS (NYSE:FIS). It's challenging for most businesses to build and offer engaging financial services products to their customers. Whether that's launching a new credit or debit card, a savings...

  • Data Scientist, Product Analytics

    4 weeks ago

    San Francisco, California, United States Meta Full time

    As a Data Scientist at Meta, you will shape the future of people-facing and business-facing products we build across our entire family of applications (Facebook, Instagram, Messenger, WhatsApp, Oculus). By applying your technical skills, analytical mindset, and product intuition to one of the richest data sets in the world, you will help define the...

  • Sr. Data Scientist, Supply Chain Science

    1 month ago

    San Francisco, California, United States Amazon Full time

    Sr. Data Scientist, Supply Chain Science Job ID: Services LLC – A57Have you ever ordered a product on Amazon and when that box with the smile arrived you wondered how it got to you so fast? Have you wondered where it came from and how much it cost Amazon to deliver it to you?We are looking for a Senior Data Scientist who will be responsible to develop...

  • Senior Data Scientist

    1 month ago

    San Francisco, California, United States Block Full time

    Company DescriptionIt all started with an idea at Block in 2013. Initially built to take the pain out of peer-to-peer payments, Cash App has gone from a simple product with a single purpose to a dynamic ecosystem, developing unique financial products, including Afterpay/Clearpay, to provide a better way to send, spend, invest, borrow and save to our 47...

  • Senior Data Scientist

    2 months ago

    San Francisco, California, United States Block Full time

    Company DescriptionIt all started with an idea at Block in 2013. Initially built to take the pain out of peer-to-peer payments, Cash App has gone from a simple product with a single purpose to a dynamic ecosystem, developing unique financial products, including Afterpay/Clearpay, to provide a better way to send, spend, invest, borrow and save to our 47...

  • Senior Data Scientist, Square Banking

    3 weeks ago

    San Francisco, California, United States Square Inc Full time

    As a Data Scientist on the Square Loans team, you will partner with cross functional stakeholders like Product, Credit Policy, Engineering, and Operations to shape and execute strategies that expand credit eligibility, enhance loan gross profit, and improve cohesive banking user experience on a global scale.Advanced proficiency with data, analytics, and...

  • Data Scientist with R, Machine Learning, Anomaly detection,

    1 month ago

    San Francisco, California, United States Ethereum Technologies LLC Full time

    W–2 Open Positions Need to be Filled Immediately. Consultant must be on our company payroll, Corp–to–Corp (C2C) is not allowed. Candidates encouraged to apply directly using this portal. We do not accept resumes from other company/ third–party recruiters Job Overview Job ID: J37719 Specialized Area: Machine learning Job Title: Data Scientist...

  • Data Scientist

    2 months ago

    San Jose, California, United States UST Full time

    Data ScientistUST Global - San Jose, CA1 OpeningSan JoseRole descriptionData ScientistAssociate III - Data ScienceWho We Are:Born digital, UST transforms lives through the power of technology. We walk alongside our clients and partners, embedding innovation and agility into everything they do. We help them create transformative experiences and human-centered...

  • Data Scientist

    1 month ago

    South San Francisco, California, United States Zipline Full time

    About ZiplineDo you want to change the world? Zipline is on a mission to transform the way goods move. Our aim is to solve the world's most urgent and complex access challenges by building, manufacturing and operating the first instant delivery and logistics system that serves all humans equally, wherever they are. From powering Rwanda's national blood...

  • Senior Data Scientist

    1 month ago

    San Francisco, California, United States Kikoff Full time

    You will be in charge of creating an automatic system to make our credit underwriting decisions, working closely with the Product and Engineering. You will develop and keep improving our credit risk models to drive down our loss rate. Your responsibilities includes Develop machine learning models to predict default Aggregating and synthesizing datasets from...

  • Senior Data Scientist

    2 months ago

    San Francisco, California, United States SoFi Full time

    Employee Applicant Privacy Notice Who we are:Shape a brighter financial future with us.Together with our members, we're changing the way people think about and interact with personal finance.We're a next-generation financial services company and national bank using innovative, mobile-first technology to help our millions of members reach their goals. The...

  • Data Scientist, Mid

    1 month ago

    San Diego, California, United States Booz Allen Hamilton Full time

    As a data scientist, you're excited at the prospect of unlocking the secrets held by a data set, and you're fascinated by the possibilities presented by IoT, machine learning, and artifi cia l intelligence.Across private and public sectors from fraud detection to cancer research, to national intelligence, we need you to help find the answers in the...

  • Data Scientist with R, Machine Learning, Anomaly detection,

    3 weeks ago

    San Francisco, California, United States Ethereum Technologies LLC Full time

    W–2 Open Positions Need to be Filled Immediately. Consultant must be on our company payroll, Corp–to–Corp (C2C) is not allowed.Candidates encouraged to apply directly using this portal. We do not accept resumes from other company/ third–party recruiters. Job Overview Job ID: J37719Specialized Area: Machine learningJob Title: Data Scientist with R,...

  • Data Scientist, Technology Innovator

    2 days ago

    San Francisco, California, United States Sephora USA, Inc Full time

    About Sephora USA, Inc.Sephora USA, Inc. is a leading beauty retailer that inspires its customers, empowers its teams, and helps them become the best versions of themselves. We create an environment where people are valued, and differences are celebrated. Every day, our teams across the world bring to life our purpose: to expand the way the world sees beauty...