Description review

SQL Analyst

Creative Chaos · Pakistan · back to the listing

HR standards

60/100

needs work

Title ↔ description

76/100

solid

Reads as

Data Analyst

100% confident

What this role officially is

data analyst — ESCO, the EU occupation classification

Data analysts import, inspect, clean, transform, validate, model, or interpret collections of data with regard to the business goals of the company. They ensure that the data sources and repositories provide consistent and reliable data. Data analysts use different algorithms and IT tools as demanded by the situation and the current data. They might prepare reports in the form of visualisations such as graphs, charts, and dashboards.

Also known as: data warehousing analyst, data analysts, data warehouse analyst, data storage analyst

How others title the same work

Large employers

  • Operations Insights, Tax Stripe

Startups

  • Senior Data Analyst Camber
  • Senior Data Analyst Confido

What the listing never says

  • 18 bullet points. Long requirement lists deter qualified candidates, who read them as hard gates. Scope clarity
  • No pay range published. Candidates cannot tell whether applying is worth their time. Pay transparency

The listing, marked up

Nothing in the wording of this listing tripped a check. The scores above still judge how complete and coherent it is.

Job Summary:
As a SQL Analyst at Creative Chaos, you will be responsible for performing thorough EDA using SQL and standard tooling to understand data cardinalities, unearth outliers, identify data quality and completeness issues, and answer questions relating to data.

You’ll work closely with Data Engineers, BI Analysts, and Product Owners to ensure the data is robust, complete, and well-documented.

Key Responsibilities

• Data Exploration & Profiling – Conduct extensive exploratory data analysis (EDA) to understand raw source data and inform data cleansing, enrichment, and modelling decisions.

• Cloud Migration – Support the phased migration of legacy CRM data into Azure, partnering with engineers to ensure quality, performance, and continuity.

• Version Control – Experience using Git for versioning Documentation and Code.

• Stakeholder Engagement – Collaborate with Data Engineers, Business Analysts, and Product Owners to answer data-related questions.

Requirements

• Bachelor's degree in Data Analytics, Computer Science, Finance, or a related field.

• 5+ years of experience as a SQL Analyst or in a similar analytical role.

• EDA Mindset – Demonstrated ability to explore and understand complex, messy data, identify quality issues, and design practical solutions.

• Cloud Data Experience – Familiarity with Azure SQL, Azure Data Lake, and Data Lakehouse architecture. Experience with Synapse

• Strong proficiency in SQL and experience with relational databases (e.g., MySQL, SQL Server).

• Solid understanding of data analysis techniques and methodologies.

• Experience with data visualization tools (e.g., Tableau, Power BI) is a plus.

• Excellent problem-solving abilities and attention to detail.

• Strong communication skills to effectively convey complex data insights.

• Ability to work independently and collaboratively in a team-oriented environment.

Benefits

Perks & benefits

• Paid Time Off

• Work From Home

• Health Insurance

• OPD

Originally posted on Himalayas

How this was produced

Highlights are found by rule, not by a model: each one is a phrase matched at a known position, and every note is a template we wrote. The two scores come from a typed-decision model (Jev) that reads the listing against the official role definition and real listings for the same role, and returns probabilities rather than prose — it never writes any of the words on this page, and never chooses what to highlight.

Deterministic penalty applied to the HR score: 8 points (from 68 before penalties). Reviewed 21 Sep 2026.