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Job Category

Software Engineering

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.

We are seeking a Senior Machine Learning Engineer, who will own and deliver ML capabilities that will power the core features of our internal email platform. You will be responsible for analyzing opportunities, proposing ideas, training & evaluating ML models, running experiments, and deploying everything to production. 

Responsibilities

* Experience working with production level machine learning and deep learning algorithms
* Provide technical leadership and be a role model for those pursuing technical career path in AI/ML engineering
* Drive impactful ML technology initiatives from inception to production
* Own the development of sophisticated, multi-component, scalable AI models and applications
* Align design and technical decisions across internal organizations
* Promote the development of high-quality code through engagement in code review and constructive feedback
* Increase internal and external company visibility in the AI community through open source, talks/presentations, etc.
* Deep understanding of the concepts and methods behind frameworks or libraries
* Develop a collaborative relationship with upstream and downstream teams to facilitate the end-to-end solutions for the corresponding product domains


Required Skills
* 5+ years of ML engineering experience in an academic or professional setting
* 3+ years of experience with modern Natural Language Processing (NLP) tools (HuggingFace Transformers, AllenNLP, SpaCy) and machine learning libraries (scikit-learn, PyTorch, TensorFlow)
* 3+ years of experience with fundamental AI/ML technologies such as supervised, unsupervised machine learning, deep learning and reinforcement learning
* Strong experience building and launching Natural Language Generation (NLG) models & LLM orchestration systems into production environments.
* Familiarity with current ML literature including optimization methods and agent-based models
* Fluency in OO design and programming in Python 
* Experience with unit, integration, and end-to-end testing, version control
* Proven track record of driving ML initiatives from ideation to production
* Strong problem solving and communication skills and ability to influence across internal organizations
* Strong experience leading design and implementation of robust and highly scalable services
    

Preferred Skills

* Experience with A/B testing & experimental design
* Professional experience with clinical and/or healthcare applications of machine learning
* 2+ years of experience with AWS, including SageMaker, Lambda, S3, DynamoDB, IAM
* Strong programming skills in object-oriented languages, with ability to debug and optimize a code
* Deep hands-on expertise in relevant algorithms or methods, such as non-linear optimization, computational geometry, numerical analysis, distributed systems
* Experience building and shipping software frameworks or tools that are used by others than the authors of the framework
* Working knowledge of machine learning, data engineering, deep learning
* Possess natural curiosity and technical competence, being capable of asking critical questions and always ready to address any challenges

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.

Location

Mexico - Mexico City

Job Overview
Job Posted:
6 months ago
Job Expires:
Job Type
Full Time

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