Front End development Build front end web application to interact and consume machine learning applications. Build completely interactive dashboards for deep insights from data.
API Development To create APIs to consume data from data lakes. To create APIs to communicate with existing ML solutions. To write API queries for pulling data from existing data sources.
Data Engineering Create data pipelines from data sources such as relational data bases, APIs and data lakes to be fed into ML models. Create data pipelines to write back data into data sources such as relational data bases, APIs and data lakes to be fed into ML models.
Programming/Scripting Create CI/CD pipelines for code migration from one environment to the other. Create on the fly scripts for automation of tasks. Create and maintain application code base on Github/SVN. Create orchestrations to stich all parts of the process into single streams.
Person Specification
Qualifications • Graduate or equivalent professional program • Working knowledge on the incident/problem/changes • Minimum 4-5 years of experience with basic technical infrastructure knowledge with at least 4 years of experience in full stack projects / assignments Essential
- Some statistical and machine learning experience.
- Preferable from IT infrastructure background.
- Experience with R and R Shiny programming Desirable
Skills
- Strong HTML/CSS skills and have worked with frontend Javascript frameworks like React, Angular, or node.js • Working with frameworks like Shiny in R and Bokeh in Python. • Working experience with JavaScript libraries like d3.js • Experience in building and optimizing big data pipelines, architectures and data sets. • Strong analytical experience related to working with unstructured datasets. • Manipulating, processing and extracting from large disconnected data sets. • Working knowledge of messaging queue, stream processing and highly scalable big data stores. • Big data tools: Hadoop, Spark, Kafka etc. • Experience with stream-processing systems: Storm, Spark-Streaming, etc. Essential
- Experience with at least two object-oriented/object function scripting
languages: Python, Java, C++, Scala, etc.
- Experience with Data pipeline and workflow tools such as Airflow etc.
- Working knowledge of Github/SVN and source tree.
- Working knowledge of PowerShell/Unix scripting. Essential
Problem Solving and Innovation
- Identifies the existence and cause of problems
- Defines and analyses problems effectively
- Evaluates options critically and makes reasoned decisions or recommendations
- Implements decisions confidently
- Ability to manage multiple priorities and commitments.
- Willingness to understand and learn an existing and complex system Essential
Team Work
- Works well with other team members
- Adapts to behaviour of others to achieve team goals
- Negotiates to reach mutually acceptable outcomes
- Assertive but not aggressive Essential
Communication
- Strong grasp of English
- Listens effectively to understand needs of others
- Able to build a good rapport with client
- Uses language and communication appropriate to situation and audience
- Presents and exchanges information clearly and accurately Essential
IT
- Computer Literate Familiar with or competent user of Microsoft Office
Immediate Joiners to 30 Days on Notice Period Candidates will be preferred
You can share resume at sameer.a@netconnectglobal.com