Senior Data Scientist, Localization & Machine Translation

Salesforce

Salesforce

Data Science
Multiple locations
Posted on Friday, June 28, 2024

To get the best candidate experience, please consider applying for a maximum of 3 roles within 12 months to ensure you are not duplicating efforts.

Job Category

Data

Job Details

About Salesforce

We’re Salesforce, the Customer Company, inspiring the future of business with AI+ Data +CRM. Leading with our core values, we help companies across every industry blaze new trails and connect with customers in a whole new way. And, we empower you to be a Trailblazer, too — driving your performance and career growth, charting new paths, and improving the state of the world. If you believe in business as the greatest platform for change and in companies doing well and doing good – you’ve come to the right place.

Web Platform Overview:

Salesforce is redefining how prospects, customers, and Trailblazers interact with the company on the web. We are unifying the digital experience of online visitors across corporate brand websites and our Trailblazer ecosystem on a shared digital platform.

As part of this transformation we are ensuring our experiences are available globally and are investing in improving our abilities to deliver key marketing messages globally, quickly and accurately.

Job Details

We are seeking a skilled Machine Translation (MT) Expert to join our team. The ideal candidate will have a strong background in machine learning, specifically in the area of neural machine translation. Our goal is to develop our own translation models to rapidly deliver high quality translations for our marketing teams, ensuring consistent global messaging is available.

This Expert brings significant experience in crafting, developing, training, and delivering machine translation data sets, training models, and machine learning algorithms. They show rigor in how they prototype, test, and evaluate algorithm performance both in the testing phase of algorithm development and in handling production algorithms. They demonstrate sophisticated knowledge of machine translation techniques along with ensuring the ethical use of data in the algorithm design process.

At Salesforce, Trust is our number one value and we ensure our implementation of machine translation will be trained to prevent bias, preserve privacy, and ensure cultural sensitivy.

Responsibilities

  • Design, implement, and fine-tune NMT systems to improve translation quality and efficiency
  • Conduct data analysis and model testing to identify areas for improvement and implement solutions to enhance translation accuracy and fluency
  • Collaborate with cross-functional teams to understand translation needs and customize models for specific languages, dialects, and industry jargon
  • Implement translation quality evaluation tools to improve confidence in translation output
  • Serve as the subject matter authority on all things machine translation and natural language processing
  • Find opportunities to introduce generative AI solutions into the content translation process
  • Translate the latest research in NMT to further improve machine translation

Required Skills

  • Master’s or Ph.D. in a quantitative field such as computational linguistics, computer science, artificial intelligence, mathematics, cognitive science, or other relevant quantitative field
  • Experience working with and optimizing machine translation engines (e.g., Amazon Translate, Google Translate)
  • Knowledge of Computational Linguistics
  • Comprehensive knowledge and hands-on experience with fine-tuning approaches and training models
  • Experience with Machine Learning (ML), with a particular emphasis on Machine Translation (MT) and Natural Language Processing (NLP)
  • Proven track record to comprehend, interpret, and apply innovative research into consumer-oriented products
  • Must have superb quantitative reasoning and interpretation skills with strong ability to provide analysis-driven business insight and recommendations.
  • Excellent written and verbal communication skills; ability to work well with peers and leaders across data science, marketing, and engineering organizations
  • Creative problem-solver who simplifies problems to their core elements

Accommodations

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Posting Statement

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 www.equality.com and explore our company benefits at www.salesforcebenefits.com.

Salesforce is an Equal Employment Opportunity and Affirmative Action Employer. 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 does not accept unsolicited headhunter and agency resumes. Salesforce will not pay any third-party agency or company that does not have a signed agreement with Salesforce.

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.

For Washington-based roles, the base salary hiring range for this position is $176,800 to $243,100.

For California-based roles, the base salary hiring range for this position is $192,900 to $265,200.

Compensation offered will be determined by factors such as location, level, job-related knowledge, skills, and experience. Certain roles may be eligible for incentive compensation, equity, benefits. More details about our company benefits can be found at the following link: https://www.salesforcebenefits.com.