Machine Learning Engineer

Job Type: Full time
Job Nature: 100% Remote
Location: Atlanta, GA
Posted: Dec 31, 2021
Level: Other
Category: Other

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Job Category

Products and Technology

 

Job Details

Job Description

The Team:
The Data Science team in Salesforce’s Digital Success and Scale (DSS) organization creates data science products that drive customer success. The team works with executives, success managers, sales, renewal managers, and product managers across DSS and Salesforce to discover and analyze opportunities for growth and to provide actionable insights supporting business decision making.



Role:

We are looking for machine learning engineers who are passionate about building scalable production machine learning applications. As a key member of the data science team you will have immense opportunities to work on a broad range of business/technical problems and technologies, build machine learning models, design/automate/deploy production machine learning pipelines. You will be working with a group of world-class data scientists, program managers and business analysts to build intelligent services for both internal teams and customer-facing products. We share a passion for problem solving, new technologies, and learning, so you will be highly encouraged to explore new technologies and come up with innovative solutions that could take the team’s data science machine learning engineering capability to the next level.



Requirements:

In detail, you will:

  • Work with large amounts of structured and unstructured data.
  • Work with internal stakeholders to explore and understand business data.
  • Apply complex analytical techniques to derive actionable insights.
  • Design and implement data science applications.
  • Design, build, automate, deploy and maintain machine learning production pipelines.
  • Implement machine learning model lifecycle management framework.
  • Build model performance tracking tools, to monitor month over month model performance, identify drivers and provide recommendations for model performance improvement
  • Collaborate with other salesforce data science and engineering teams to establish, formulate and build insight-based feature store.
  • Author technical documentation and reports to communicate process and results


Qualifications:
Preferred Experience and Skills:

  • Bachelor or Masters degree in Physics, Mathematics, Statistics, Computer Science or related field with project experience in machine learning and statistical modeling
  • 3-5 years hands on experience in building data science applications and machine learning pipelines.
  • Working knowledge of one or more SQL languages: Oracle, MySQL, PostgreSQL, Redshift, etc.
  • Working knowledge of one or more scientific programming languages/packages: Python or R
  • Development experience in at least one programming language: Python, Java, C++, etc.
  • Knowledge of common machine learning and statistics frameworks and concepts
  • Experience with large data sets, distributed computing and cloud computing platforms.
  • MLOps experience is highly regarded.
  • Experience with Automation tools like Airflow is plus
  • Salesforce experience/certification is a plus but not required.

 

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At Salesforce we believe that the business of business is to improve the state of our world. Each of us has a responsibility to drive Equality in our communities and workplaces. We are committed to creating a workforce that reflects society through inclusive programs and initiatives such as equal pay, employee resource groups, inclusive benefits, and more. Learn more about Equality at Salesforce and explore our benefits.

 

Salesforce.com and Salesforce.org are Equal Employment Opportunity and Affirmative Action Employers. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender perception or identity, national origin, age, marital status, protected veteran status, or disability status. Salesforce.com and Salesforce.org do not accept unsolicited headhunter and agency resumes. Salesforce.com and Salesforce.org will not pay any third-party agency or company that does not have a signed agreement with Salesforce.com or Salesforce.org .

 

Salesforce welcomes all.

 

Pursuant to the San Francisco Fair Chance Ordinance and the Los Angeles Fair Chance Initiative for Hiring, Salesforce will consider for employment qualified applicants with arrest and conviction records.

 

As a federal contractor, Salesforce is required to verify that all US-based employees are fully vaccinated against COVID-19. If you receive an offer and are unable to get vaccinated for religious or medical reasons, you may request a reasonable accommodation.