Yaksha Recommendation Engine - Guide Tech Talent On Their L&D Journey
Yaksha’s Recommendation Engine serves as a valuable tool for L&D and HR professionals to guide employees on their skill development journey. By offering personalized learning recommendations based on individual reports and analytics, this engine helps curate relevant training recommendations and assessments tailored to each employee’s needs.
Full stack engineer - Skill Mapping

Skill Mapping With Yaksha’s Recommendation Engine
Engineering Concepts
Platforms
Products and Frameworks
Programming Languages
Engineering Quality
Engineering Mindset
Operations
Strategy
Relationship Management
Engineering Concepts
Beginner
- Conceptual knowledge of Architecture & Design paradigms
Intermediate
- Engineering Best Practice
- Non-functional characteristics, especially Performance and Security.
Advanced
- Inter-tier service Integration Concepts.
Expert / Architect
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Platforms
Beginner
- Working knowledge of Service API's
Intermediate
- Debugging and Troubleshooting
- Engineering best practices
Advanced
- Non-functional considerations
- Advanced Configuration of Services
Expert / Architect
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Products and Frameworks
Beginner
- Working knowledge of Service API's
Intermediate
- Engineering best practices
- Debugging and Troubleshooting
Advanced
- Non-functional considerations
Expert / Architect
- Pros/Cons of adjacent frameworks
Programming Languages
Beginner
- Working knowledge of language syntax and features
Intermediate
- IDE and Build Frameworks
- Debugging and Troubleshooting
- Ability understand and implement GOF( Gang of Four) design principles
Advanced
- Non-functional considerations
Expert / Architect
- Authoritative knowledge of design patterns/ 12 Factor Principles
Engineering Quality
Beginner
- Clearly understand the characteristics of code quality. Follow coding conventions and standards Write modular code within the limits of acceptable cyclomatic complexity
- Implement effective error handling
Intermediate
- Write efficient code within acceptable limits of time and space complexity
- Write code which is easily unit testable
Advanced
- Implement creational, behavioral and structural design patterns to make code extensible
- Write reusable components
Expert / Architect
- Write reliable code by safeguarding against non-deterministic behavior
- Write robust code by implementing error handling, fault tolerance and self healing features
Engineering Mindset
Beginner
- Develop a clear understanding of Software Delivery Methodologies and SDLC Processes
- Ability to clearly communicate within the team and collaborate effectively in project activities
Intermediate
- Ability to independently work in POD based delivery model. Contribute to Agile/Scrum ceremonies and be able to articulate agile best practices to team members
- Proficient in Agile (Scrum) methodology and execution models like POD based Delivery, Guilds and Squads
- Expertise in 12-Factor App principles
Advanced
- Ability to lead Agile/Scrum teams or multiple PODs
- Ability to define Agile/Scrum best practices, conduct Agile/Scrum ceremonies
Expert / Architect
- Ability to drive continuous improvement initiatives on newer ways of working
- Ability to train community members on Software Delivery Methodologies
Operations
Beginner
- Ability to view operational areas holistically and capture data to effectively run the processes
- Ability to contribute to operational reporting requirements
Intermediate
- Ability to articulate business functions/processes and KPIs to all stakeholders
- Ability to critically analyze business processes and identify areas of improvement
- Ability to create management reports as required for defined processes areas
Advanced
- Ability to govern business processes working along side other stakeholders
- Ability to analyze data and suggest improvements to the process areas
Expert / Architect
- Ability to continuously engage with stakeholders and drive operational efficiency
- Ability to establish accountability for the business processes which impact the Community functioning
Strategy
Beginner
- Ability to critically analyze strategic insights and develop a viewpoint
Intermediate
- Ability to identify strategic priorities with newly developed viewpoints
- Ability to perform impact analysis on existing organization and allied components with changing strategic priorities
Advanced
- Ability to define and implement strategy roadmaps and embrace conflict
- Ability to evangelize new strategy across stakeholders and persuade decision makers
Expert / Architect
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Relationship Management
Beginner
- Ability to understand the context of relationship
- Ability to leverage complimentary strengths in a relationship
- Ability to build dependable relationship with mentors to accelerate learning
Beginner
- Ability to build mentoring relationships
- Ability to appreciate the importance of expectation equilibrium in a relationship
Beginner
- Ability to drive value exchange in a relationship
- Ability to negotiate and compromise in a value driven relationship
Beginner
- Ability to build, manage and sustain relationships with a large population
Here’s How Yaksha Has Helped Organisations Like Yours
As a tech HR and L&D professional, you are expected to always keep an eye on the current and upcoming trends of L&D and tech