Senior Data Scientist

About Constellation: Constellation is a cutting-edge AI solution that empowers highly regulated and complex industries with the insights and content they need to fuel their business. Specializing in industries such as healthcare, automotive, insurance, and finance, our powerful data/AI insights tools inform the creation of compliant content at scale. We enable our customers to harness their data and streamline the creation of localized, personalized content. A global, NYC-based company, Constellation has been revolutionizing marketing technology and data intelligence in order to drive exponential growth since its founding in 2016. Constellation was named the 65th Fastest-Growing Private Company in America, the 10th Fastest-Growing Women-Owned Private Company, and the 7th Fastest-Growing Marketing & Advertising Company by Inc 500. In 2022, our platform won the Digiday Technology Award for Best Marketing Automation Platform. About the Role: At Constellation, we are building products and services that transform complex, multi-layered, time-consuming tasks into turn-key, intelligent, scalable systems. As a Senior Data Scientist, you will play a key role in driving the development of innovative data science solutions and shaping the future of our platform. You'll be tasked with exploring complex datasets, building advanced machine learning models, and making architectural and foundational decisions. Your expertise will help set new paradigms, while you mentor and guide junior team members to elevate the overall capabilities of the team. You will be responsible for translating business requirements into data science solutions, writing and debugging code, and working on cutting-edge machine learning systems. Collaboration is key, and you will work closely with cross-functional teams throughout the company to ensure the success of data-driven initiatives. The ideal candidate is passionate about leveraging their technical expertise to solve challenging problems, and is eager to grow their leadership and mentorship skills. Role Responsibilities: Communicate key finds and models to clients with the mindset to incorporate a feedback loop to further improve the downstream service Collaborate with product teams, data analysts, and other data scientists to model data and conceptualize dashboards Pair with other developers to read, review, and provide feedback on their work Organize, model, and build dashboards that visualize data and insights Design and maintain ETL processes Recommend new solutions and process to develop and enhance our existing portfolio Manage individual project priorities, deadlines, and deliverables Maintain and manage code in a Git repository Exposure to workflow automation tools and concepts such as Airflow, crons, etc. Mentor and oversee members of the Data team Job Requirements: 7+ years of professional experience in a development or data science role, with proficiency in technologies such as Scikit-learn, PyMC3, Tensorflow and PyTorch Experience in MMM, MTA, building churn, survival, or customer lifetime value (CLTV) models tailored to various business requirements Experience in developing models to measure ROI and setting up experimental design frameworks Ability to perform data analysis and modeling in Python, specifically with Pandas Proficient in writing and interpreting SQL, with a solid understanding of docs and warehouse-specific functions Experience in database management, including organizing tables and schemas Ability to fine-tune LLMs to domain specific use cases Ability to write technical documentation Excellent communication skills with a strong desire to work within a team environment Experience working with AWS services such as Lambda, EC2, Batch, and SageMaker Experience with Deep Learning (Generative modeling) and recommendation engines is highly preferred Background in Life Science a plus Other Job Information: This job description is not all inclusive. Constellation reserves the right to amend this job description at any time. Benefits at Constellation: Comprehensive Healthcare, Dental, and Vision coverage Flexible PTO Hybrid work environment Casual in office dress code Competitive 401k plan with company match Commuter and Parking Benefits Paid Family Leave UberEats stipend, free snacks and beverages Wellness programs and other employee perks Diversity & Inclusion: Constellation is an Equal Opportunity Employer, committed to providing a diverse and inclusive environment. Here at Constellation we don't discriminate against an applicant or employee on the basis of race, color, religion, creed, national origin, ancestry, sex, gender, age, physical or mental disability, veteran or military status, genetic information, sexual orientation, gender identity, gender expression, marital status, or any other legally-recognized protected basis under federal, state, or local law. If you need an accommodation during any part of the interview process, due to a disability, please let your dedicated Talent Partner know. Compensation Package: The total compensation package is made up of base compensation, equity, and benefits. New York Pay Range: $140,000 - $170,000 #LI-Remote

Created: 2024-11-12