Aimpoint Digital is a premier analytics consulting firm with a mission to drive business value for clients through expertise in data strategy, data analytics, decision sciences, and data engineering and infrastructure. We're a dynamic team committed to solving our client's most challenging business problems in partnership with the industry's most innovative software providers. This position is within our decision sciences practice which focuses on delivering solutions via machine learning and statistical modelling.
What you will do
As a part of Aimpoint Digital, you will focus on enabling clients to get the most out of their data. You will work with all levels of the client organization to build value driving solutions that extract insights and then train them on how to manage and maintain these solutions. Typical solutions will utilize machine learning, artificial intelligence, statistical analysis, automation, optimization, and/or data visualizations. As a Senior Decision Scientist, you will be expected to work independently on client engagements, take part in the development of our practice, aid in business development, and contribute innovative ideas and initiatives to our company. As a Senior Decision Scientist, you will:
Become a trusted advisor working with clients to design end-to-end analytical solutions
Work independently to solve complex data science use-cases across various industries
Design and develop ML solutions including feature engineering, modeling and deployment pipelines
Orchestrate advanced analytical insights to influence decision making using statistics, ML modeling, and causal inference
Write code in SQL, Python, and Spark following software engineering best practices
Collaborate with stakeholders and customers to ensure successful project delivery
Who we are looking for
We are looking for collaborative individuals who want to drive value, work in a fast-paced environment, and solve real business problems. You are a coder who writes efficient and optimized code. You are a problem-solver who can deliver simple, elegant solutions as well as cutting-edge solutions that, regardless of complexity, your clients can understand, implement, and maintain. You genuinely think about the end-to-end machine learning pipeline as you generate robust solutions. You are both a teacher and a student as we enable our clients, upskill our teammates, and learn from one another. You want to drive impact for your clients and do so through thoughtfulness, prioritization, and seeing a solution through from brainstorming to deployment. In particular you have these traits:
Degree in Computer Science, Engineering, Mathematics, Statistics, Economics or equivalent experience.
MS + 3-4 years practical experience
PHD + 2 years practical experience
Required competency in Python and classical ML methodologies - deep Learning and Snowflake/Databricks experience is preferred.
Evidence of applying predictive modelling to drive impact for customers in pricing, marketing, or product spaces.
Interest in real applications of GenAI
Proven record of identification and development of ML solutions to measure and / or improve KPIs, such as product profitability, return on ad spend (ROAS), click-through rate (CTR), customer lifetime value (CLV) or customer churn rate
Experience communicating complex topics and results to high-level stakeholders in marketing & product roles. Strong written and verbal communication skills are required.
Self-starter with excellent communication skills, able to work independently, and lead projects, initiatives, and/or people
Willingness to travel.
Want to stand out?
Consulting Experience
Familiarity with traditional machine learning tools such as Python, SKLearn, XGBoost, SparkML, etc.
Understanding of RAG pipelines and experience with GenAI models including finetuning
Databricks Machine Learning Associate or Machine Learning Professional Certification
Snowflake SnowPro Core Certification or SnowPro Advanced: Data Scientist Certification
Developed and deployed real-time pricing, recommendation or uplift models
Experience with causal inference
Understanding of MLOps and/or LLMOps
We are actively seeking candidates for full-time, remote work within the US or UK. Atlanta-based applicants will have the opportunity to work in our headquarters in Sandy Springs, GA.
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