About the role

Aplyr's Quick Take

This role is for a Data Scientist who will work closely with various teams to drive product strategy through data analysis and modeling. You'll be applying statistical and machine learning techniques on large datasets to inform decisions and design innovative solutions. It's an individual contributor role focused on data-driven insights and experimentation.

Good fit

Ideal candidates have 5+ years of data science experience, a PhD or MS in a quantitative field, and strong skills in Python or R and SQL. You should be comfortable collaborating across departments and have a knack for storytelling with data.

Worth noting

The position emphasizes thought leadership and innovation, suggesting a high level of autonomy and influence. However, the spec is vague on day-to-day responsibilities, which could lead to ambiguity in role expectations.

Job Description

We are seeking a seasoned Data Scientist to collaborate closely with cross-functional teams. Your role will be pivotal in shaping our product strategy using robust scientific methodologies. Leveraging your expertise in statistical analysis, machine learning, and econometric modeling on extensive datasets, you will measure outcomes, identify causal impacts, predict future performance, and design innovative data-driven solutions.

In this role, you will

Partner across the company with Product, Engineering, Marketing, Sales, Finance and Data Science teams to shape product strategy using rigorous scientific solutions
Apply statistical, machine learning and econometric models on large datasets to:
- measure results and outcomes
- identify causal impact and attribution
- predict future performance of users or products
Design, implement and launch innovative data science solutions to empower data-driven decisions at scale
Design, analyze, and interpret the results of experiments
Develop key metrics and observability for Aven products
Drive the collection of new data and the refinement of existing data sources
Create analyses that tell compelling stories and inspire action

We’re looking for someone with

5+ years of data science experience with a track record of thought leadership and innovation
A PhD or MS in a quantitative field (e.g., Engineering, Mathematics, Natural Sciences, or Economics)
Expert knowledge of a scientific computing language (such as R or Python) and SQL
Theoretical and applied expertise in statistics, machine learning and experimental design
Excellent written and verbal communication skills
Experience designing and implementing complex modeling solutions from ideation to production at scale
Experience influencing high-impact decisions
Strong project management and organizational skills

Skills & Tags

python go machine learning data product design marketing sales

Aplyr's read

Aven is at the forefront of digital transformation, attracting tech-savvy professionals eager to innovate in automation and data-driven solutions.
Synthesized from recent postings & public sources

What's promising

•Aven offers opportunities in cutting-edge fields like machine learning and data science.
•The company is actively expanding, evidenced by recent diverse role hiring.
•Aven focuses on digital transformation, a sector with significant growth potential.

What to watch

•Limited public information about Aven's financial stability and long-term viability.
•The company's niche focus may limit opportunities for those outside tech specialties.
•Aven's market positioning in a competitive tech landscape is unclear.

Why Aven

•Aven specializes in digital transformation and automation, setting it apart from broader tech firms.
•The company hires for both technical and sales-oriented roles, indicating a balanced growth strategy.
•Aven's focus on innovation attracts professionals interested in pioneering tech solutions.

Aplyr’s read is generated by AI from public sources. Was it useful?