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COMPLETE Data Scientist and Senior Data Scientist

3 days ago


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Job Opportunity Details

Type

Full Time

Salary

Not Telling

Work from home

No

Weekly Working Hours

Not Telling

Positions

Not Telling

Working Location

India - Hyderabad, India - Hyderabad, India   [ View map ]

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.

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.

Role Description

We are looking for a top-notch machine learning scientist/data scientist to join the machine learning science team. Our team is tasked with producing performant machine learning models to enhance and personalize the shopper experience through search, product recommendations, content personalization, promotion selection, and much more. In addition, we augment and automate the work of the merchandiser and admins to enable them to react faster and better to changing markets, trends, and customer demands. You will be responsible for transforming business needs into machine learning solutions that we can deploy to production in collaboration with our engineering teams. To achieve this, you will research, design, prototype, and build machine learning systems, with large-scale training and offline/online tuning and experimentation.

The successful candidate will work with world-class database gurus, software and machine learning engineers, research scientists, and fellow machine learning scientist. We are looking for someone who gets a kick out of staying on top of the latest machine learning literature/tools/techniques and figuring out the best way to apply these for practical solutions. We encourage contribution to tools and knowledge sharing within the team, the company, and the industry.

Your Impact

As a Data Scientist, your job responsibilities will include:

  • Work with product management and leadership to translate business problems to data science problems

  • Research, prototype, and build demonstrations of machine learning ideas for quick validation and feedback

  • Design and build machine learning systems to hit accuracy and performance metric targets

  • Productize machine learning systems in collaboration with engineering teams

  • Design and conduct experiments to ensure optimal performance of machine learning systems

  • Educate engineering and product teams about data science during collaboration

  • Mentor and collaborate with other members of the data science team

  • Share technical innovations to the team and across the company

  • Create new innovations and contribute to conferences and/or open-source tools

Required Skills:

  • Practical experience in machine learning or personalization

  • MS or PhD in a quantitative discipline with 2+ years of experience or a BS in a quantitative discipline with 5+ years of experience

  • Fluent in building/prototyping machine learning models and algorithms and wrangling large datasets

  • Knowledgeable about standard machine learning approaches (Regression, Cross-Validation, Boosting, Matrix-Factorization, Decisions Trees, Clustering, CNNs, RNNs, Transformers, GANs)

  • Proficient in using Python (e.g., Numpy, Pandas, PyTorch, SciPy, scikit-learn, JAX) to implement machine learning models and algorithms

  • Proficient in SQL, shell scripting and Unix/Linux command-line tools

Preferred Skills:

  • Demonstrated experience with actually shipping code, getting data science into production

  • AWS experience

  • Some low-level programming experience ( C/C++/Fortran/Java/Go/Julia/Rust etc.)

  • Have built and trained various deep learning algorithms from scratch, including reinforcement learning

  • Can explain how inverse propensity scoring helps offline training and how to handle the increased variance

  • Comfortable using profiling tools to make algorithms more scalable or faster

  • Achieved a top rank in machine learning competitions like Kaggle or KDD Cup

  • Presented a paper at RecSys (or a similar conference)


 

BENEFITS & PERKS

  • Comprehensive benefits package including well-being reimbursement, generous parental leave, adoption assistance, fertility benefits, and more!

  • World-class enablement and on-demand training with Trailhead.com

  • Exposure to executive thought leaders and regular 1:1 coaching with leadership

  • Volunteer opportunities and participation in our 1:1:1 model for giving back to the community

  • For more details, visit https://www.salesforcebenefits.com/

Accommodations

If you require assistance due to a disability applying for open positions please submit a request via this Accommodations Request Form.

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.


More Information

Application Details

  • Organization Details
    Salesforce India
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