Syms strategic group, llc (ssg) Software Engineer Interview Guide

Written by IQ Team

Reviewed by Shane Frykholm

Published March 27, 2026

Estimated reading time: 5 minutes

Getting ready for an Software Engineer interview at Syms strategic group, llc (ssg)? The Syms strategic group, llc (ssg) Software Engineer interview span across 10 to 12 different question topics. In preparing for the interview:

Know what skills are necessary for Syms strategic group, llc (ssg) Software Engineer roles.
Gain insights into the Software Engineer interview process at Syms strategic group, llc (ssg).
Practice real Syms strategic group, llc (ssg) Software Engineer interview questions.

Interview Query regularly analyzes interview experience data, and we've used that data to produce this guide, with sample interview questions and an overview of the Syms strategic group, llc (ssg) Software Engineer interview.

Click or hover over a slice to explore questions for that topic.

Data Structures & Algorithms

(176)

SQL

(157)

Data Modeling

(30)

Machine Learning

(16)

Behavioral

(14)

Check your skills...
How prepared are you for working as a Software Engineer at Syms strategic group, llc (ssg)?

Typically, interviews at Syms strategic group, llc (ssg) vary by role and team, but commonly Software Engineer interviews follow a fairly standardized process across these question topics.

We've gathered this data from parsing thousands of interview experiences sourced from members.

Practice for the Syms strategic group, llc (ssg) Software Engineer interview with these recently asked interview questions.

Question Topic Difficulty

First Touch Attribution

SQL

Hard

The schema below is for a retail online shopping company consisting of two tables, attribution and user_sessions.

The attribution table logs a session visit for each row.
If conversion is true, then the user converted to buying on that session.
The channel column represents which advertising platform the user was attributed to for that specific session.
Lastly the user_sessions table maps many to one session visits back to one user.

First touch attribution is defined as the channel with which the converted user was associated when they first discovered the website.

Calculate the first touch attribution for each user_id that converted.

Example:

Input:

attribution table

Column	Type
`session_id`	INTEGER
`channel`	VARCHAR
`conversion`	BOOLEAN

user_sessions table

column	type
`session_id`	INTEGER
`created_at`	DATETIME
`user_id`	INTEGER

Example output:

`user_id`	`channel`
123	facebook
145	google
153	facebook
172	organic
173	email

View Question

Show Solution

Employee Project Budgets

SQL

Medium

P-value to a Layman

Statistics

Easy

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Calculate Moving Average	SQL	Easy
Predict Customer Churn	Machine Learning	Medium
A/B Test Significance	Statistics	Medium
Optimize Query Performance	SQL	Hard
Feature Importance Analysis	Machine Learning	Medium
Clean Missing Data	Python	Easy
Neural Network Architecture	Deep Learning	Hard
Calculate Cohort Retention	SQL	Medium
Bayesian Probability	Statistics	Easy
Recommend Similar Products	Machine Learning	Hard