Applied Methods
~The MetaSales & GTMSolutions Engineer

Solutions Engineer

Solutions Engineers serve as technical bridges between sales and customers, designing and building proof-of-concept integrations while demonstrating how AI and data platforms solve complex business problems. They excel at translating customer requirements into technical architectures, running hands-on evaluations and live demos, and providing white-glove support through implementation. Unlike Solutions Architects who focus on long-term strategic design, these engineers are more involved in day-to-day problem-solving and rapid prototyping. They typically sit within GTM-aligned teams, partnering closely with Account Executives and Sales to accelerate deal cycles while gathering market feedback that informs product strategy.

$ titles --canonical
Solutions EngineerSr. Solutions EngineerForward Deployed Engineer, GTMDemo Experience Engineer
Open Jobs270
Companies Hiring63
$ expectations --role solutions-engineer

Measured across 268 of 270 open postings.

60%
expect AI in the role's own work
19% state it as a requirement
99%
work directly with customers
3%
manage people
Mid
most common level
54% of open postings
BY LEVEL

This role is advertised at 4 levels, so a single figure for the role would describe none of them. Experience and pay are the midpoints for each level on its own.

LevelShareMedian yearsMedian pay
Entry7%(18)1—
Mid54%(144)5$209k
Senior32%(86)5$265k
Staff / Principal5%(13)——

A dash means too few postings stated it to report a midpoint. Most companies do not publish a salary band, so pay is indicative rather than a market rate. 2 levels with fewer than 10 open postings are not shown.

WHAT THEY ASK FOR, VERBATIM

“Experience applying AI to accounting workflows is a bonus”

Campfire · Accounting Solutions Consultant

“Strong expertise in frontier AI concepts including LLMs, training data pipelines, evaluation methodologies, post-training techniques (RLHF, DPO, RLAIF)”

Snorkel AI · Forward Deployed Researcher - Data as a Service

“You'll work on some of the hardest problems in applied AI — not demos, not research, but systems that real teams depend on in production.”

LangChain · Deployed Engineer, Pre-Sales (Dallas)

“Are passionate about AI, technology and ElevenLabs products”

ElevenLabs · Enterprise Solutions Engineer - Canada
$ barriers
39%
advertised as remote
of postings that state a work mode
18%
state a degree requirement
4%
need a security clearance
89%
still advertised a month later
4 points slower than the board

Requirements are a share of every open posting, so a role missing from this list is one where almost nobody asks. Work mode is different: many postings never say, so that figure counts only the ones that do. A posting stops being advertised when it is filled, cancelled or reorganised, so read the last figure as how long these stay on the market, not as time to hire.

$ flow --cohort solutions-engineer

Share of new postings expecting AI in the person's own work, by the week they appeared. Measured on the same 124 companies throughout, every one of them tracked since 18 May, so the line is not moved by us adding companies.

0%50%100%18 May: 62.5% of 16 postings25 May: 54.5% of 11 postings1 Jun: 76.5% of 17 postings8 Jun: 38.1% of 21 postings15 Jun: 18.2% of 11 postings22 Jun: 68.2% of 22 postings29 Jun: 27.3% of 11 postings13 Jul: 62.5% of 8 postings20 Jul: 72.4% of 29 postings27 Jul: 80% of 10 postings3 Aug: 64.7% of 17 postings10 Aug: 75% of 12 postings17 Aug: 58.8% of 17 postings24 Aug: 41.2% of 17 postings31 Aug: 26.7% of 15 postings7 Sept: 40% of 10 postings14 Sept: 61.5% of 13 postings21 Sept: 12.5% of 8 postings35%18 May21 Sept

Line is a four-week average; dots are individual weeks, 15 postings each on average. Weekly values span 68 points across this window, so read the line, not the gap between two dots.

$02

Skills

What companies are looking for in this role.

$ skills --core

Technical pre-sales solution design

52%

Technical solution advisory

44%

Proof-of-concept and pilot execution

42%

Discovery and opportunity qualification

28%

Backend and API engineering

18%

Data pipeline engineering

12%

Customer implementation and deployment

11%

Customer education programs

11%

ML systems development

10%

Systems integration and APIs

8%

Full-stack product engineering

8%
$ skills --emerging

Enterprise AI solution architecture

27%

Hands-on AI tool fluency

16%

Agent workflow design

11%

LLM application development

10%
$ skills --soft

Customer-facing technical delivery

87%

Technical communication

47%

Customer feedback synthesis

20%

Executive relationship building

12%
$03

Technology

The tools and technologies that define this role.

$ tech --language
Pythonmoderate
JavaScriptlow
Scalalow
SQLlow
TypeScriptlow
$ tech --framework
Apache Sparklow
LangChainlow
$ tech --platform
AWSmoderate
Azuremoderate
Google Cloud Platformmoderate
Databrickslow
Dockerlow
Kuberneteslow
$ tech --concept
AI agentsmoderate
APIlow
Generative AIlow
Large language modelslow
REST APIlow
$04

Open Jobs

270 open Solutions Engineer jobs across 63 companies.

Campfire1d
Accounting Solutions Consultant
New York·Sales & GTM
Mecka1d
Forward Deployed Software Engineer
New York·Sales & GTM
Gong2d
Sales Manager, Revenue Foundations
Dublin·Sales & GTM
Snorkel AI2d
Forward Deployed Researcher - Data as a Service
New York City, NY (Hybrid); Redwood City, CA (Hybrid); San Francisco, CA (Hybrid); United States (Remote)·Sales & GTM
LangChain3d
Deployed Engineer, Pre-Sales (Dallas)
Dallas, TX·Sales & GTM
LangChain3d
Deployed Engineer (Bay Area)
San Francisco, CA·Sales & GTM
LangChain3d
Deployed Engineer (Early Career-NYC)
New York, NY·Sales & GTM
ElevenLabs4d
Enterprise Solutions Engineer - Canada
Canada·Sales & GTM
Sierra1w
Strategist, Agent Development (Cantonese Speaking)
Singapore·Sales & GTM
Vanta1w
Solutions Engineer (Upmarket, Pre-Sales) - EMEA
Dublin, Ireland·Sales & GTM
Vanta1w
Solutions Engineer (Upmarket, Pre-Sales) - EMEA
London, UK·Sales & GTM
ElevenLabs1w
Enterprise Solutions Engineer - Singapore
Singapore·Sales & GTM
Databricks2w
AI Forward Deployed Engineer - Sweden
Stockholm, Sweden·Sales & GTM
Databricks2w
AI Forward Deployed Engineer - Netherlands
Amsterdam, Netherlands·Sales & GTM
Numeric2w
Sales Engineer
New York·Sales & GTM
Gong2w
Solutions Experience Engineer
Austin | Chicago | New York City | Salt Lake City | San Francisco·Sales & GTM
Palantir2w
Forward Deployed Software Engineer - US Government
Kitsap, WA·Sales & GTM
Shield AI2w
Forward Deployed Engineer II (5951)
London·Sales & GTM
Shield AI2w
Senior Forward Deployed Engineer (5961)
London·Sales & GTM
Sierra2w
Enterprise Sales Engineer (Spain)
Madrid·Sales & GTM