data Developer / ai DeveloperA2B Solution Group

DATA DEVELOPER / AI DEVELOPER
 
DEPARTMENT: Information Technology
 
JOB OVERVIEW
We are looking for a Data Scientist / AI Specialist who will support our product, sales, leadership and marketing teams with insights gained from analysing company data. The ideal candidate is adept at using large data sets to find opportunities for product and process optimization and using models to test the effectiveness of different courses of action. They must have strong experience using a variety of data mining/data analysis methods, using a variety of data tools, building and implementing models, using/creating algorithms and creating/running simulations. They must have a proven ability to drive business results with their data-based insights. They must be comfortable working with a wide range of stakeholders and functional teams. The right candidate will have a passion for discovering solutions hidden in large data sets and working with stakeholders to improve business outcomes.
 
RESPONSIBILITIES:
Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.
Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.
Assess the effectiveness and accuracy of new data sources and data gathering techniques.
Develop custom data models and algorithms to apply to data sets.
Use predictive modelling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes.
Develop company A/B testing framework and test model quality.
Coordinate with different functional teams to implement models and monitor outcomes.
Develop processes and tools to monitor and analyze model performance and data accuracy.
What we are looking for: A2B Capabilities & Values
At A2B our values are at the heart of everything that we do. We act for our customers, take care of each other and we work to continuously improve. We are looking for individuals who are committed to achieving results, able to work in an agile and changing environment, deliver service excellence, able to communicate openly and honestly and work effectively within a small team.
Skills and Experience required for the Data Scientist / AI Specialist role:
Experienced in AI Development is a must
With minimum experience of 2-4 years as Data Science Developer
Strong problem solving skills with an emphasis on product development.
Experience using statistical computer languages (R, Python, SLQ, etc.) to manipulate data and draw insights from large data sets.
Experience working with and creating data architectures.
Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications.
Excellent written and verbal communication skills for coordinating across teams.
A drive to learn and master new technologies and techniques.
We’re looking for someone with 2-4 years of experience manipulating data sets and building statistical models, and is familiar with the following software/tools:
Coding knowledge and experience with several languages: C, C++, Java, JavaScript, etc.
Knowledge and experience in statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees, text mining, social network analysis, etc.
Experience querying databases and using statistical computer languages: R, Python, SLQ, etc.
Experience using web services: Redshift, S3, Spark, DigitalOcean, etc.
Experience creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, etc.
Experience analyzing data from 3rd party providers: Google Analytics, Site Catalyst, Coremetrics, Adwords, Crimson Hexagon, Facebook Insights, etc.
Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, Gurobi, MySQL, etc.
Experience visualizing/presenting data for stakeholders using: Periscope, Business Objects, D3, ggplot, etc.
PERSONALITY TRAITS WE VALUE
You play well with others – you are collaborative, respectful, transparent and self-motivated.
You take ownership and seek (and provide) constructive feedback.
You are biased towards action – you focus on getting things done and, when acting in the best interests and possessing the right skills, choose “forgiveness over permission”!
You have a growth mindset – you are actively curious about how our systems work, and demand the best of yourself and from those around you. You are able to demonstrate a continuous improvement bent of mind.
You have a resilient mindset – you bring positivity to yourself and those around you, even in less than ideal circumstances. You focus on solutions rather than dwelling on problems.
You seek technical excellence – you are looking to constantly “level up” your game. You have side projects that you can demonstrate or contribute to open-source projects.
You exhibit leadership skills at all levels – You enjoy coaching and mentoring people – regardless of your official title.
You love sharing knowledge – you are constantly looking for opportunities to present on topics close to your heart. You put your hand up to organise sessions like brown bags etc. and encourage others to do the same.

PHP 50,000 - 80,000 per month
2 to 4 Years Experience
Open to Work From Home