J
John Goodman
Senior Product Manager
Profile
About you
Summary
Data scientist and product manager with a Master’s degree in Analytics from Georgia Tech and extensive
experience in applying data science, machine learning, and advanced analytics to solve business challenges.
Total work experience
10-15 yrs
I can work legally in
United States
Availability
Immediately
Current work sector
Technology(Product management)
Languages
English (US)(First Language)
San Diego, California, United States of America
Education
3 or 4 yr. Undergraduate degree of Experimental Psychology, University of New Mexico
Albuquerque, New Mexico, United States of America
Not specified of Computer and Electrical Engineering, University of New Mexico
Albuquerque, New Mexico, United States of America
Postgraduate Degree - Masters of Analytics, Georgia Institue of Technology
Atlanta, Georgia, United States of America
Work experience
Senior Product Manager, Teradata
2020 - Present
Co-Founder, Product Manager Analytics, ML, NLP, MEDIUMROAST, INC
2020 - Present
IoT Performance Engineer, Hitachi Vantara
2018 - 2020
Technical Product Manager - Research and Product Innovation, Hitachi Vantara
2016 - 2018
Workplace preferences
Ideal workplace
Co-workers
Office meetings
Flexible working hours
Speed of change
Work from home policy
Ideal job
Desired job title
Data Scientist/ML Engineer
Position type
Permanent
Travel
25%
Relocation
No
Kaggle profile
Followers
none yet
Skills
Personal data
For how many years have you been writing code and/or programming?
10 years
For how many years have you used machine learning methods?
6 years
Have you ever published any academic research (papers, preprints, conference proceedings, etc)?
No
Select the title most similar to your current role (or most recent title if retired)
Manager (Program, Project, Operations, Executive-level, etc)
Select any activities that make up an important part of your role at work: (Select all that apply)
- Other
Approximately how much money have you spent on machine learning and/or cloud computing services at home or at work in the past 5 years (approximate $USD)?
$1-$99
Approximately how many times have you used a TPU (tensor processing unit)?
2-5 times
What is the size of the company where you are employed?
1000-9,999 employees
Approximately how many individuals are responsible for data science workloads at your place of business?
15-19
Technical skills
Programming languages
Python
R
SQL
C
C++
Javascript
Bash
Go
CUDA
ML algorithms
Linear or Logistic Regression
Decision Trees or Random Forests
Gradient Boosting Machines (xgboost, lightgbm, etc)
Bayesian Approaches
Dense Neural Networks (MLPs, etc)
Convolutional Neural Networks
Transformer Networks (BERT, gpt-3, etc)
ML frameworks
Scikit-learn
TensorFlow
Keras
PyTorch
Fast.ai
Xgboost
Caret
Tidymodels
Huggingface
Computer Vision Methods
General purpose image/video tools (PIL, cv2, skimage, etc)
Natural Language Processing (NLP) Methods
Transformer language models (GPT-3, BERT, XLnet, etc) - General
Transformer language models - fine-tuning
Text Embedding Models (BGE, E5, T5, etc.)
Production-Grade ML
ML System Architecture design (Training, Inference, microservices orchestration)
Deploying new models to production
AB testing
Monitoring
Handling of incidents in production
Investigation of production incidents and Root Cause Analysis
Industry experience
Finance and Banking
Fraud detection
Credit scoring
Customer service automation
Churn prediction
Technology and Information Services
Cloud computing
Data analytics
Development of new software and hardware solutions
Healthcare and Biotechnology
Patient data analysis
Predictive modeling for patient care
Retail and E-commerce
Inventory management
Recommendation systems
Manufacturing and Industrial Automation
Predictive maintenance
Supply chain optimization
Energy and Utilities
Energy demand forecasting
Telecommunications
Predictive maintenance
Customer service automation
Fraud detection
Education
AI-generated (e.g. LLM) content detection
Marketing and Advertising
Sentiment analysis
Cybersecurity
Anomaly detection
Real Estate
Market trend analysis
Predictive modeling for real estate investments