Data Scientist: Roles, Responsibilities, Job Desciptions?

  • Data Scientist: Roles, Responsibilities, Job Desciptions?

    Posted by Kevin Praet (Adm) on January 8, 2021 at 4:11 am

    Good Afternoon UAI Members,

    Happy Friday and I hope you’ve all had a great start to the new year! I’m currently working with a utility member who was interested in hearing from others on any roles, responsibilities, or job descriptions they might have for Data Scientists. Specifically if you have a template in place for this role, we’d be very interested in learning more. 

    As always I appreciate your help and look forward to seeing your input. 

    Thanks!

    ——————————
    Kevin Praet
    Membership Coordinator
    Utility Analytics Institute (UAI)
    Boulder CO
    315-440-3033
    ——————————

    Nolan Steiner replied 3 years, 10 months ago 3 Members · 2 Replies
  • 2 Replies
  • Ron Capute

    Member
    January 8, 2021 at 5:23 am

    Here is some general text I pulled from a recent opening at NextEra:

    We are looking for individuals with the qualities and skills listed below: 

    • The capacity of developing data models and algorithms best suited to a particular scenario
    • Assessing the effectiveness of the data model
    • Making use of different data-gathering techniques
    • Combine models through ensemble modeling
    • Use modeling to optimize the customer experience
    • Develop processes and tools to monitor model performance and accuracy 

     Qualifications and Technologies: 

    • Problem-solving skills
    • Knowledge of machine learning techniques
    • Knowledge of statistical techniques and concepts
    • Coding knowledge and experience with languages like C, C++, Python, R, Scala
    • Knowledge of database querying (SQL) and data frameworks
    • Experience with machine learning web services and libraries: Spark, H2O.ai, Tensorflow
    • Present information using data visualization techniques
    • Excellent communication skills to coordinate between different teams.
    • BSc/BA in Computer Science, Engineering or relevant field; graduate degree in Data Science or other quantitative field is preferred

    ——————————
    Ron Capute
    Agile Leader
    Florida Power & Light
    Jupiter FL
    5619043273
    ——————————
    ——————————————-
    Original Message:
    Sent: 01-08-2021 16:11
    From: Kevin Praet
    Subject: Data Scientist: Roles, Responsibilities, Job Desciptions?

    Good Afternoon UAI Members,

    Happy Friday and I hope you’ve all had a great start to the new year! I’m currently working with a utility member who was interested in hearing from others on any roles, responsibilities, or job descriptions they might have for Data Scientists. Specifically if you have a template in place for this role, we’d be very interested in learning more.

    As always I appreciate your help and look forward to seeing your input.

    Thanks!

    ——————————
    Kevin Praet
    Membership Coordinator
    Utility Analytics Institute (UAI)
    Boulder CO
    315-440-3033
    ——————————

  • Nolan Steiner

    Member
    January 8, 2021 at 5:33 am

    Hi Kevin:  give me a call and we can discuss further.   In short, at Avista we have built out “job families” with a progression within a “data science” job family as well as a “data science engineer” job family.   Each family has a progression (from beginner to expert) to allow for employee development as skills are enhanced & developed.     The Data Science Engineer is distinct from the traditional Data Engineer, in that it has a bent towards analytic and business facing awareness, not just data.    The Data Science job family is for the Data Scientist roles.  We have been recruiting from local universities for beginner data scientists as part of our strategy with community partnering.    I’ll ask our HR department if we can share our job families with each of the two listed above, as they contain the descriptions. responsibilities, skills for each.

     

      

     

    Aloha to all,

     

    Nolan Steiner

    Data Science – Business Interface

    ____________________

     

    Avista Corp.

    1411 E. Mission Avenue

    PO Box 3727   MSC-68

    Spokane, WA 99220-3727

    Work: 509-495-4479

    Cell: 509-279-5190

    Email: Nolan.Steiner@avistacorp.com

     

    CONFIDENTIALITY NOTICE: The contents of this email message and any attachments are intended solely for the addressee(s) and may contain confidential and/or privileged information and may be legally protected from disclosure. If you are not the intended recipient of this message or an agent of the intended recipient, or if this message has been addressed to you in error, please immediately alert the sender by reply email and then delete this message and any attachments.

    ——————————————-
    Original Message:
    Sent: 1/8/2021 5:23:00 PM
    From: Ron Capute
    Subject: RE: Data Scientist: Roles, Responsibilities, Job Desciptions?

    Here is some general text I pulled from a recent opening at NextEra:

    We are looking for individuals with the qualities and skills listed below: 

    • The capacity of developing data models and algorithms best suited to a particular scenario
    • Assessing the effectiveness of the data model
    • Making use of different data-gathering techniques
    • Combine models through ensemble modeling
    • Use modeling to optimize the customer experience
    • Develop processes and tools to monitor model performance and accuracy 

     Qualifications and Technologies: 

    • Problem-solving skills
    • Knowledge of machine learning techniques
    • Knowledge of statistical techniques and concepts
    • Coding knowledge and experience with languages like C, C++, Python, R, Scala
    • Knowledge of database querying (SQL) and data frameworks
    • Experience with machine learning web services and libraries: Spark, H2O.ai, Tensorflow
    • Present information using data visualization techniques
    • Excellent communication skills to coordinate between different teams.
    • BSc/BA in Computer Science, Engineering or relevant field; graduate degree in Data Science or other quantitative field is preferred

    ——————————
    Ron Capute
    Agile Leader
    Florida Power & Light
    Jupiter FL
    5619043273
    ——————————
    ——————————————-
    Original Message:
    Sent: 01-08-2021 16:11
    From: Kevin Praet
    Subject: Data Scientist: Roles, Responsibilities, Job Desciptions?

    Good Afternoon UAI Members,

    Happy Friday and I hope you’ve all had a great start to the new year! I’m currently working with a utility member who was interested in hearing from others on any roles, responsibilities, or job descriptions they might have for Data Scientists. Specifically if you have a template in place for this role, we’d be very interested in learning more.

    As always I appreciate your help and look forward to seeing your input.

    Thanks!

    ——————————
    Kevin Praet
    Membership Coordinator
    Utility Analytics Institute (UAI)
    Boulder CO
    315-440-3033
    ——————————

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