Senior Data Scientist, Salesforce
AI/ML, Enterprise Security
$172-236.5k
World's leading CRM provider
Job no longer available
World's leading CRM provider
1001+ employees
Job no longer available
$172-236.5k
1001+ employees
Company mission
To empower companies to connect with their customers in a whole new way.
Role
Who you are
- The ideal candidate will have a strong foundation in machine learning, deep learning, and software engineering, with a passion for building scalable and secure AI-driven solutions
- If you are excited about pushing the boundaries of AI in security and working with advanced technologies, we encourage you to apply!
- Bachelor's or Master's degree in Computer Science, Data Science, or a related field
- 5+ years of hands-on experience in engineering roles focused on Machine Learning, Information Retrieval, Recommendation Systems, Personalization (p13n), Natural Language Processing, Learning to Rank, and Retrieval-Augmented Generation (RAG)
- Proficient in building and prototyping machine learning models and algorithms, with experience wrangling large datasets
- Skilled in Python and widely used machine learning frameworks, including TensorFlow, PyTorch, scikit-learn, JAX, SciPy, and Pandas
- Experience deploying and managing AI solutions on cloud platforms such as AWS SageMaker and Amazon Bedrock
- Experience designing and building microservices, with expertise in Kubernetes, Terraform, Docker, RESTful APIs, and gRPC
- Strong background in Agile software development and Test-Driven Development (TDD) methodologies
- Proficient in SQL, shell scripting, and Unix/Linux command-line tools
- Strong foundation in algorithms, data structures, numerical optimization, data mining, parsing techniques, and high-performance computing
- Expertise in parallel and distributed computing for scalable AI and ML solutions
- Deep understanding of fairness in AI, with the ability to implement state-of-the-art and globally recognized fairness evaluation standards, particularly in generative AI
- Experience in Identity and Access Management (IAM) and Cybersecurity is also preferred
- Proven ability to work across teams of engineers, data scientists, and researchers to develop and optimize AI-driven solutions
What the job involves
- We are seeking highly skilled AI Software Engineers to join our team in developing a cutting-edge AI platform for Enterprise IAM Security
- Develop and optimize state-of-the-art AI models to enhance enterprise security
- Design and scale AI infrastructure for high-performance and efficiency
- Collaborate with cross-functional teams to drive innovation and deliver impactful solutions
- Analyze large-scale datasets to identify trends, opportunities, and challenges in AI-powered tools and features
- Develop, optimize, and test machine learning models (predictive, generative, NLP) using cloud platforms such as Salesforce Cloud and AWS SageMaker
- Build and curate datasets for testing both generative and predictive models in collaboration with cross-functional teams
- Participate in technical discussions and lead engineering initiatives in Responsible AI, ensuring model fairness and safety before deployment
- Evaluate and compare tools and libraries (both Salesforce-built and open-source) to determine the most suitable solution for specific use cases
- Design and implement quantitative metrics to extract insights from structured datasets
- Develop and maintain reports and dashboards to track key performance indicators (KPIs) and other critical metrics
- Monitor and analyze log data to detect potential harms, threats, and valuable insights
- Create data visualizations to effectively communicate insights and trends to stakeholders
- Ensure data integrity by identifying and resolving discrepancies across structured and unstructured datasets
Our take
Salesforce is a global cloud computing company, best known for its on-demand, comprehensive customer relationship management (CRM) solutions. The company was launched to mitigate the doubts that business owners felt regarding third party companies holding their data.
By providing essential, customer-oriented CRM software, Salesforce places itself at the heart of digitised businesses. Furthermore, by building out its AI capabilities, the company removes the complexity of AI, enabling any business to deliver smarter, personalised and more predictive customer experiences.
Due to the continued innovation offered by the company, over 150,000 companies, both big and small, are growing their business with Salesforce today. Despite a tumultuous 2023 filled with activist investors, a boardroom shake-up and the unprecedented step-down of Co-CEO Bret Taylor, Salesforce continues to close several acquisition deals and managed to drive up its stock value by 96% from the end of 2022 to 2023.
Steph
Company Specialist at Welcome to the Jungle
Insights
-8% employee growth in 12 months
Company
Funding (last 2 of 4 rounds)
Jun 2001
$46.9m
SERIES D
Nov 1999
$13.2m
SERIES C
Total funding: $64.5m
Company benefits
- With 9 standard holidays and four floating holidays, you get a total 13 paid days off each year
Company HQ
Financial District, San Francisco, CA
Leadership
Marc Benioff
(Chair & CEO)Previously Senior Vice President at Oracle Corporation for 13 years.
Parker Harris
(CTO)Previously worked as a Software Engineer for over six years. Harris also co-founded Left Coast Software.
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