Senior Data Scientist, Machine Learning

San Francisco, CAData Science /Full-Time/ HybridAbout Attentive: Attentive is the world’s #1 conversational marketing platform, designed to optimize message performance through 1:1 SMS and email interactions. Infusing intelligence at every stage of the consumer's purchasing journey, Attentive empowers businesses to achieve hyper-personalized communication with their customers on a large scale. Leveraging AI-powered tools, a mobile-first approach, two-way conversations, and enterprise-grade technology, Attentive helps drive billions in online revenue for over 8,000 leading brands around the globe. Trusted by CB2, GUESS, Urban Outfitters, Pura Vida, and more, Attentive is the go-to solution for brands looking to deliver powerful commerce experiences to their customers.Attentive’s growth has been recognized by Deloitte’s Fast 500, Linkedin’s Top Startups and Forbes Cloud 100 all thanks to the hard work from our global employees! Who we areOur engineering department consists of 200+ people across multiple teams, such as application development, infrastructure, data platform, data science and machine learning, and security. We believe our company will win in the long run through product innovation. To get there, we obsess over iteratively delivering customer value through rapid prototyping and data-driven decision-making. As a Senior Data Scientist working on our AI portfolio, you will be a pivotal contributor, transforming data into actionable insights. Your work will guide the development of software solutions that enable our marketing team to craft high-performing messages.Why Attentive needs you:Develop data-driven strategies to address key business challenges, such as customer segmentation, churn prediction, and lifetime value optimization.Use advanced statistical methods and machine learning techniques to analyze and interpret complex data, transforming it into insights that can guide decision-making for both our product and marketing teams.Partner with product managers to translate business needs into data analysis projects, helping to define KPIs and interpret the results to make actionable recommendations.Provide guidance on the proper implementation of data science models within our existing software environment, ensuring models are interpretable, robust, and aligned with business objectives.Collaborate with data engineers and machine learning engineers to develop scalable and reliable data pipelines for model training and inference.Implement frameworks for monitoring the performance and validity of analytics and machine learning models, ensuring their continued relevance and accuracy.About you:At least 5 years of professional experience as a Data Scientist, with a specialized focus on software development and advanced analytics.A proven track record of designing, developing, and deploying software solutions powered by machine learning and data analytics.Strong expertise in Python, along with proficiency in data manipulation libraries like Pandas and modeling and analysis tools such as NumPy, Scikit-learn, XGBoost, Matplotlib, Seaborn, Scipy.Demonstrable skill in SQL and experience with database systems like PostgreSQL or MySQL.Expertise in working with large data sets using distributed computing platforms such as Hadoop, Spark, or AWS services like EMR and S3.Our scale8,000 brands powered by Attentive sent over 1.6 billion text messages over Cyber Week 2022 (Black Friday/Cyber Monday) representing a growth of 41% from 2021We sent 24 billion SMS messages in 2022. That’s an average of 50 million per dayOur production cluster contains over 9,000 containers which serve 170+ servicesOur streaming services process over 28 billion events per monthWhat we useOur infrastructure runs primarily in Kubernetes hosted in AWS’s EKSInfrastructure tooling includes Istio, Datadog, Terraform, CloudFlare, and HelmOur backend is Java / Spring Boot microservices, built with Gradle, coupled with things like DynamoDB, Pulsar, AirFlow, Postgres, Planetscale, and Redis, hosted via AWS.Our frontend is built with React and TypeScript, and uses best practices like GraphQL, Storybook, Radix UI, Vite, esbuild, and PlaywrightOur automation is driven by custom and open source machine learning models, lots of data and built with Python, Metaflow, HuggingFace ð, PyTorch, TensorFlow, and Pandas.You’ll get competitive perks and benefits from health & wellness to equity, to help you bring your best self to work.For US based applicants:- The standard base salary range for this position is $173,200 to $290,000 annually.- This position is eligible for equity in the form of RSUs.#LI-MDK1Attentive Company ValuesDefault to Action - Move swiftly and with purposeBe One Unstoppable Team - Rally as each other’s championsChampion the Customer - Our success is defined by our customers' successAct Like an Owner - Take responsibility for Attentive’s successLearn more about AWAKE, Attentive’s collective of employee resource groups.If you do not meet all the requirements listed here, we still encourage you to apply! No job description is perfect, and we may also have another opportunity that closely matches your skills and experience.At Attentive, we know that our Company's strength lies in the diversity of our employees. Attentive is an Equal Opportunity Employer and we welcome applicants from all backgrounds. Our policy is to provide equal employment opportunities for all employees, applicants and covered individuals regardless of protected characteristics. We prioritize and maintain a fair, inclusive and equitable workplace free from discrimination, harassment, and retaliation.