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Engineering Productivity Metrics: How to Measure Delivery Performance Without Gaming the System
TL;DREngineering productivity metrics are the numbers engineering leaders use to judge delivery speed, software quality, developer experience, and business impact together, not activity alone. The DORA four keys, deployment frequency, lead time, change fa
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Snowflake Cortex Agents: Architecture, Governance, and What They Mean for Your Deployment
TL;DRSnowflake Cortex Agents is a managed service that lets an AI agent plan a multi-step answer, call Cortex Analyst for structured data and Cortex Search for documents, and reflect on the results before responding. It is not a new query engine. It is an
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Report
Azure Identity Management: The Complete Guide to Microsoft Entra ID, RBAC, PIM, and Access Governance
TL;DRAzure identity management is a set of connected controls. It combines Microsoft Entra ID capabilities, Conditional Access policies, Privileged Identity Management, managed identities, and RBAC role assignments to control who and what can access Azure
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Hire ETL Developers: Skills, Costs, Hiring Models and Interview Guide
TL;DRHiring an ETL developer starts with testing real pipeline judgment, not tool checklists, then choosing between a full-time hire, a freelancer, or a staff augmentation model based on how fast production-ready pipelines are needed. US rates run roughly
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What Is an AI Workload? Types, Infrastructure, and How Enterprises Manage Them at Scale
TL;DRAn AI workload is any computational process involved in preparing data, training a model, fine-tuning it, or running inference in production, and each of those stages consumes compute, memory, storage, and networking differently. Training workloads n
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AI in Identity and Access Management: How AI Strengthens Modern IAM Programs
TL;DRAI in identity and access management uses machine learning and behavioral analytics to spot risky access in real time, score authentication risk continuously, and automate access reviews that used to take security teams weeks. It moves IAM from perio
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AI Access Control: How Enterprises Authorize AI Agents, Models, and Data Access
TL;DRAI access control sets the exact rules for what data, tools, and actions an AI model or AI agent may touch. It works like traditional access control in spirit, but it authorizes machine identities instead of only human logins. A static role assigned
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Microsoft Work IQ Explained: What It Means for Enterprises Already on Copilot
TL;DRMicrosoft Work IQ is the intelligence layer behind Microsoft 365 Copilot and Copilot Studio agents. It gives those agents shared, permission aware context built from your Microsoft 365 data. It runs on three layers called Data, Memory, and Inference.
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Azure Security Best Practices: The Enterprise Guide to a Governed, Secure Cloud Environment
TL;DRAzure security best practices start with identity, not the network, as the real control boundary. Enforce multi-factor authentication and least-privilege access through Azure RBAC and Privileged Identity Management first. Encrypt data at rest and in
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Azure Terraform: The Complete Guide to Infrastructure as Code on Azure
TL;DRAzure Terraform means using HashiCorp Terraform and its AzureRM provider to define, provision, and manage Azure infrastructure as version-controlled code instead of manual portal clicks. It gives enterprises repeatable environments, a single workflow
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Tech stack
Technologies named in job postings at Kanerika over the last 12 months, by layer, with the share of postings for each.
Technologies in use
117
Postings analysed
26
Stack modernity
82/100AI adopter
Languages
Python62%
Java54%
SQL42%
JavaScript27%
Frameworks & libraries
Spring Boot27%
Angular23%
LangChain15%
Transformers12%
Databases
Snowflake35%
Delta Lake27%
DynamoDB12%
PostgreSQL12%
Cloud & platforms
AWS62%
Azure58%
Databricks38%
GCP31%
AI & ML
LLM65%
Llama4%
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Full Kanerika tech stack
117 technologies · by team · pay by technology · changes · similar stacks
Growth
Hiring Momentum
84/100
Scaling fast
Open positions
23
26 opened / 2 closed in 30 days
Median time-to-fill
18 days
faster than 58% of the market
ATS activity
Every ~4 hours
Today
Hiring Dynamics
+100%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
Data Science
19% ▲
Backend
13% ▲
Solutions
13% ▲
AI/ML
9% ▲
QA
6% ▲
Leadership
6% ▲
Actively hiring for Data Science (+6 in 30 days)
Activity Timeline
Added AI Agents to stack
Oct 2026
Added Fine-tuning to stack
Oct 2026
Added dbt to stack
Oct 2026
Added Airflow to stack
Oct 2026
Added React.js to stack
Oct 2026
Added Maven to stack
Oct 2026
Added Apache HTTP Server to stack
Oct 2026
Added QuickBooks to stack
Oct 2026
Added Microsoft Excel to stack
Oct 2026
Offices
Where the company hires and what each office is for
Cities
6
Hiring now
2
Countries
2
Busiest office
Hyderabad
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Headquarters
Builds here
Office with open vacancies
No open vacancies right now Tap a pin for the office
Hyderabad
India
HQ
23 open roles 30 posted in 90 days 70% engineering
hires for Data Science, AI/ML, Solutions
Bengaluru
India
1 open roles 2 posted in 90 days 100% engineering
hires for Backend
Singapore
Singapore
Regional office
Kanerika PTE. LTD., Singapore
Textile Centre Singapore 199018
Ahmedabad
India
Engineering / R&D
Kanerika Software Pvt. Ltd., India
4th Floor, Binori B Square, 3, Sindhu Bhavan Marg, Bodakdev, Ahmedabad, Gujarat 380059
Indore
India
Engineering / R&D
Kanerika Software Pvt. Ltd., India
Next Coworks, 5th Floor, BPK Titanium, Scheme No. 78 AB Road,, INDORE, MADHYA PRADESH 452010, INDIA
Gurgaon
India
Engineering / R&D
Kanerika Software Pvt. Ltd., India
The Office Pass, 11th Floor, Tower-B, UNITECH CYBER PARK, Sector 39,, Gurugram, Haryana 122001
Jobs
≈ $28k – $75k per year (Estimated) • In office • Full-Time • 3+ years exp • Bachelor's Degree • Hyderabad
Python
JavaScript
Java
TypeScript
Spring Boot
AI/ML
AI Agents
LLM
Frontend
Angular
DevOps
Azure
CI/CD
AWS
Cybersecurity
SOC 2
GDPR
Analytics
Power BI
Management
Confluence
Jira
Agile
Scrum
Apply
≈ $19k – $44k per year (Estimated) • In office • Full-Time • 2+ years exp • Bachelor's Degree • Hyderabad
Python
JavaScript
Java
TypeScript
SQL
Spring Boot
Databases
Snowflake
Databricks
AI/ML
AI Agents
LLM
Frontend
Angular
DevOps
Rest API
Azure
CI/CD
AWS
Docker
Kubernetes
Cybersecurity
SOC 2
GDPR
Management
Confluence
Jira
ServiceNow
Agile
Scrum
Apply
≈ $16k – $43k per year (Estimated) • In office • Full-Time • Bachelor's Degree • Hyderabad
JavaScript
TypeScript
AI Agents
LLM
Frontend
RxJS
Angular
React.js
Storybook
Sass
Highcharts
NgRx
Angular Material
DevOps
Rest API
Azure
CI/CD
Git
AWS
Cybersecurity
SOC 2
GDPR
QA
Cypress
Playwright
Jest
Apply
In office • Full-Time • Bachelor's Degree • Hyderabad
Python
JavaScript
Java
Kotlin
TypeScript
SQL
Spring Boot
Spring MVC
Kotlin
Mockito
AI/ML
AI Agents
LLM
Frontend
Angular
Mobile
JUnit
DevOps
Rest API
Azure
Git
AWS
Docker
Kubernetes
Cybersecurity
SOC 2
GDPR
Management
Agile
QA
Swagger
Apply
≈ $11k – $29k per year (Estimated) • In office • Full-Time • 2+ years exp • Bachelor's Degree • Hyderabad
Python
Java
Flask
FastAPI
Java
Spring Boot
Databases
PostgreSQL
pgvector
Pinecone
OpenSearch
AI/ML
LangGraph
LangChain
Model Context Protocol
Fine-tuning
Embeddings
Prompt Engineering
Function Calling
AI Agents
NLP
Guardrails AI
NeMo Guardrails
Llama
AWS Bedrock
Transformers
LLM
RAG
OpenAI
Hugging Face
Amazon SageMaker
LLM Evaluation
LLM Guardrails
EU AI Act
NIST AI RMF
DevOps
Azure
CI/CD
Git
AWS
Docker
Cybersecurity
SOC 2
GDPR
Apply
≈ $30k – $52k per year (Estimated) • In office • Full-Time • Master's Degree • Hyderabad
Snowflake
Databricks
Microsoft Fabric
AI/ML
AI Agents
DevOps
GCP
Azure
AWS
Analytics
Power BI
ETL/ELT
Apply
≈ $28k – $61k per year (Estimated) • In office • Full-Time • 4+ years exp • Hyderabad
Python
SQL
pySpark
Databases
Databricks
Delta Lake
Apache Kafka
AI/ML
Spark
Airflow
MLFlow
dbt
Fine-tuning
LLM
RAG
DevOps
GCP
Azure
AWS
Cybersecurity
SOC 2
GDPR
Analytics
ETL/ELT
Fivetran
Apply
≈ $12k – $28k per year (Estimated) • In office • Full-Time • 5+ years exp • Bachelor's Degree • Hyderabad
Python
SQL
ETL/ELT
Management
Agile
Scrum
Apply
≈ $17k – $39k per year (Estimated) • In office • Full-Time • 8+ years exp • Bachelor's Degree • Hyderabad
Python
JavaScript
C#
.NET
DevOps
Azure DevOps
Azure
Management
Trello
Confluence
Agile
Scrum
Apply
≈ $21k – $43k per year (Estimated) • In office • Full-Time • Bachelor's Degree • Hyderabad
Python
Java
SQL
Scala
Snowflake
Databricks
Delta Lake
Apache Kafka
Microsoft Fabric
AI/ML
Machine Learning
DevOps
GCP
Azure
CI/CD
Git
AWS
Amazon Kinesis
Analytics
Power BI
ETL/ELT
Apply
≈ $17k – $40k per year (Estimated) • In office • Full-Time • 3+ years exp • Bachelor's Degree • Bengaluru
Java
SQL
Spring Framework
Spring Boot
Apache Tomcat
Databases
MongoDB
PostgreSQL
Oracle
DynamoDB
Apache Kafka
AI/ML
LLM
DevOps
Rest API
Terraform
CI/CD
Jenkins
Docker
Kubernetes
Concourse
Cybersecurity
SOC 2
GDPR
Apply
≈ $28k – $61k per year (Estimated) • In office • Full-Time • 2+ years exp • Hyderabad
Python
SQL
pySpark
Databases
Databricks
Delta Lake
Apache Kafka
AI/ML
Spark
MLFlow
LLM
DevOps
GCP
Azure
CI/CD
Git
AWS
Cybersecurity
SOC 2
GDPR
Analytics
ETL/ELT
Fivetran
Azure Data Factory
Apply
