Hybrid Software Engineer (Machine Learning Models, Data Science, Remote) Software Engineer (Machine Learning Models, Data Science, Remote)
Vectorworks · nan, United States Of America · Hybrid
About the job
- Design and implement machine learning models and algorithms to support new features in Vectorworks products.
- Provide strategic direction for data systems improvements and optimizations.
- Analyze data using statistical techniques to identify trends and deliver insights to multiple departments.
- Manage and process data requests, creating dashboards and reports as needed.
- Collaborate in the development and maintenance of data pipelines and infrastructure.
- Assist in design and coding of software product components, units, and modules according to detailed specifications.
- Prior experience with data pipelines and performing data extraction/analysis.
- You consistently deliver accurate, intuitive, and actionable insights to data customers.
- Proficiency in SQL, Python, and C++, with a deep understanding of data querying and analysis.
- You effectively communicate complex data insights across business areas.
- You show initiative by taking ownership of projects and driving them to successful completion.
- You continually apply and learn the latest machine learning concepts to improve product development and operations.
- Development and evaluation of machine learning models using Scikit-learn, PyTorch, or Keras.
- Experience with AWS technologies, especially Redshift, Athena, Glue, EMR, OpenSearch, S3, SageMaker.
- Experience with distributed processing of large datasets, especially with PySpark.
- Ability to create and maintain well-designed, high-quality, robust software solutions.
Benefits:
- 15 days of Paid Time Off (PTO) per year. At 5 years of employment this goes up to 20 days of PTO.
- 9 paid holidays and a holiday break for non-essential employees in December.
- 5 days of Volunteer Time Off
- 3 days of Summertime Leave
- 3.5% employer 401k contribution matching
- 4 weeks of paid Parental Leave
- Medical, Dental, Vision
- Short/Long Term Disability
- Pet Insurance
- Tuition Re-imbursement up to $5,250 per year
- Employee discount programs
Desired Skills and Experience
PI250229036