Senior Data Scientist

November 27

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Constellation Software Inc.

WebsiteLinkedInAll Job Openings

10,000+ employees

Founded 1995

☁️ SaaS

🏢 Enterprise

Description

• 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: • 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.

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

Benefits

• 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