Senior Data Scientist

Summary

Join Constellation, a leading AI solutions provider, as a Senior Data Scientist. You will play a crucial role in developing innovative data science solutions and shaping the future of our platform. Responsibilities include building advanced machine learning models, collaborating with cross-functional teams, and mentoring junior team members. This role requires extensive experience in data science, deep learning, and specific technologies. A background in the automotive industry is essential. Constellation offers a comprehensive benefits package, including healthcare, flexible PTO, a hybrid work environment, and a competitive 401k plan.

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
• Background in automotive required
• Experience with Deep Learning (Generative modeling) and recommendation engines required
• 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

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

Preferred Qualifications

Participation in a Kaggle Competition highly preferred

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