Machine Learning and Data Science Specialist
hace 4 días
Overview At INDI, we're passionate about empowering individuals and businesses worldwide. Our cutting-edge recruiters connect leading companies with top talent, fostering a dynamic environment where innovation thrives. Join us in shaping the future of work. Overview of the role The Machine Learning and Data Science Specialist position focuses on serving as the owner of ML algorithms powering campaign segmentation and targeting systems. This role is central to product success, managing massive systems with millions of data points and ensuring models directly impact business outcomes while optimizing, supervising, and evolving ML pipelines to drive innovation and reliability in critical platform components. Key responsibilities Optimizing existing machine learning algorithms to improve accuracy and performance. Proposing, designing, and implementing new ML features that enhance product capabilities. Supervising and monitoring machine learning performance at scale. Defining ML requirements and collaborating with engineering and product personnel to bring them to life. Handling administrative and organizational duties related to ML initiatives. Requirements ML Experience: 5+ years of comprehensive experience in Machine Learning, including at least 4 years building end-to-end model development lifecycles (requirements definition, feature discovery, model training/registration, deployment, monitoring, and MLOps). Technical Proficiency: Advanced proficiency in SQL and Python, with strong knowledge of data and ML frameworks. Statistical Foundation: Solid fundamentals in probability and statistics. Business Acumen: Business-minded approach with proven stakeholder management skills — able to define work based on conversations with senior leaders. Product Mindset: Product-oriented perspective—designing ML pipelines with direct business impact and thriving in ownership-heavy environments. Development Practices: Familiarity with development best practices and navigating complex production codebases. Additional skills preferred Databricks Platform: Experience with Databricks environment. ML Explainability: Experience implementing machine learning explainability pipelines. Orchestration Tools: Experience with orchestration tools such as Airflow. Marketing Applications: Experience applying machine learning to marketing use cases. What to expect from us Fully Remote: Work from anywhere in the world. Home Office Setup: Complete hardware provision for your workspace. Flexible Hours: Design your own work schedule for optimal work-life balance. Paid Leave: PTO, parental leave, and other special leaves. Professional Development: English classes and Udemy for Business access. Financial Benefits: Personal loans with 0% interest following company policies. Competitive Compensation: Payment well above market average. Growth Opportunities: Develop at the speed of your learning curve. Innovation-Driven Environment: Support and resources for professional growth in diverse, multicultural environment. Game-Changing Opportunity: Resources to make significant impact in a fast-growing company. Additional opportunities If you are interested in being part of a team composed of the best professionals and working 100% goal-oriented in an innovative environment, do not hesitate to apply Flexibility: Choose where and how you work for enhanced creativity and innovation. Tailored Compensation: Personalize your earnings to suit your financial goals. Tech-Driven Tools: Access cutting-edge resources for seamless collaboration and productivity. Autonomous Workflow: Take control of your schedule to achieve work-life balance. Well-being: Enjoy generous leave policies for rest and rejuvenation. Diversity & Inclusion: Thrive in a diverse and inclusive environment. Collaboration: Engage with industry leaders for collective growth. Development: Access mentorship and growth opportunities for continuous advancement. #J-18808-Ljbffr
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