Full Time
Negotiable and can be discussed durin...
TBD
Nov 19, 2021
This candidate will be a high-level individual contributor to the Data Science team as a Machine Learning Specialist, ensuring that the group stays on top of the latest methodologies and trends in quantitative approaches to "Big Data" opportunities. This candidate will also assist the team in the development and deployment of new predictive models, as well as the use of existing models to solve business challenges. They'll use machine learning to create the next generation of models for our members, clients, and internal business partners, with the goal of increasing margin or lowering operational costs. This position will report directly to the CEO and will allow you to work with a variety of business divisions across the company.
This job will also serve as a thought leader for advanced analytic projects and solutions. The candidate should be able to think strategically about data and be willing to work in a fast-paced, dynamic setting without sacrificing quality. Working with top leaders and commercial partners, the candidate will champion and drive projects from conception to
• Data Exploratory Analysis.
• Perform data mining by applying machine learning and supervised learning algorithms.
• Support advanced analytical and data mining efforts which could include but are not limited to clustering, segmentation, logistic and multivariate regression, decision/CART trees, neural networks, time-series analysis, sentiment analysis, topic modeling, and Bayesian analysis
• Visualize, interpret, report, and communicate data findings creatively in various formats and audiences using Tableau, ggplot.
• Integrate with cloud-based web technologies via web services API.
• Think creatively and work well both as part of a team and as an individual
• Degree in Machine Learning, Statistics, Applied Mathematics, Computer Science, Information Systems, or related quantitative disciplines, with a minimum of five years of relevant experience (Bachelor’s required, Master’s a plus!)
THE IDEAL CANDIDATE:
• Must be good with sentiment analysis
• Knowledge in GPT3 is a plus!
• Ability to confidently program in Java, C++, and Python, is a plus!
• Expertise in visualization tools like Tableau, ggplot is a plus!
• Having experience building crawlers is a plus!
• Experience working with
• Experience building data models and putting them into production
• Someone who can challenge internally
• Expert in analytical tools like ReactJS, SAS, SQL.
• Have hands-on experience developing predictive models using analytical methods such as regression, decision trees, support vector machines, Random Forests, Neural Networks.
• Have hands-on experience using relational database management systems (Oracle, Teradata, SQL Server, DB2, etc.)
• Hands-on experience in Java, Hadoop, HIVE, Scala, Apache Spark, and MLLib – to include developing Machine Learning Algorithms in Spark MLLib and building real-time models preferably in Spark MLLib.
• Exceptional ability to communicate and present findings clearly to both technical and non-technical audiences
• Excellent interpersonal and collaboration skills
PERSONAL QUALIFICATIONS
• You need to be 100% analytical, with a problem-solving approach.
• Strong math background in a huge asset.
• Probability, statistics, algorithms – these concepts have to be at your fingertips.
• If you see yourself as a mathematician, coder or engineer – probably this is a job for you!
ADDITIONAL INFORMATION:
All your information will be kept confidential according to client
Computer Speed: Intel i3 Minimum Intel i5 or Higher preferred
Ram: 4GB Minimum 8GB or Higher Preferred
Hard Drive/Solid State Drive: 60GB Minimum Available
Monitors: We would like staff to be working on dual screens due to productivity increase. Laptop Requirements: 13 Inch Minimum 15 Inch preferred and additional plugin monitor (preferred) Desktop Requirements:
Timing Requirements
Hours: American Hours 8 AM-5 PM Pacific Standard Time
Lunch: Unpaid - Many people like to not take a lunch and opts for leaving earlier.
Paid Time Off: None
Holidays: Must observe American Banking Holidays.
Utility Requirements
Internet: 5/mbps Download, 1.5/mbps Upload. Must have access to consistent internet
Cell/Data Package: In case of outage must have a way to be able to contact us and keep us informed.
Power: Must have access to consistent power or have a backup generator
Personal Requirements
Language: English (American)
Skills Requirements
Typing Speed: 35 WPM