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 Jobs313
Companies Hiring73
$02

Skills

What companies are looking for in this role.

$ skills --core

Scoping, designing, and implementing custom AI solutions tailored to specific customer requirements

95%

Building and deploying production-grade generative AI applications including retrieval-augmented generation, multi-agent systems, and fine-tuning

90%

Providing technical pre-sales consultation and solution design to enterprise customers

90%

Programming in Python and other general-purpose languages

85%

Managing end-to-end technical project delivery including scope, timelines, and resource allocation

85%

Conducting technical demonstrations and proof-of-concept implementations for customer evaluation

85%

Designing and architecting distributed data systems and big data platforms

85%

Troubleshooting and resolving complex technical issues in production environments

80%

Building and optimizing machine learning and data science workflows

80%

Designing data integration pipelines and API-based connections between systems

78%

Integrating with cloud services and third-party applications

75%

Optimizing machine learning workload performance and inference at scale

75%

Deploying containerized applications and orchestrating container workloads

72%

Deploying and managing machine learning operations workflows and infrastructure

70%

Designing measurement frameworks and implementing attribution tracking solutions

65%
$ skills --soft

Translating complex technical concepts and code logic into business value and non-technical stakeholder language

90%

Building and maintaining long-term strategic relationships with executive and technical stakeholders

88%

Collaborating cross-functionally with product, engineering, and go-to-market teams to inform roadmap priorities

85%

Identifying customer pain points and translating feedback into product insights and improvement recommendations

82%

Leading discovery conversations to understand customer technical requirements, data flows, and integration needs

82%

Creating technical documentation, white papers, and implementation playbooks

78%

Understanding domain-specific use cases and translating industry workflows into technical solutions

75%

Developing and delivering training programs to customers and internal teams

72%

Traveling to customer sites for onsite implementation and relationship building

70%

Building and maintaining thought leadership through conference presentations and published content

68%
$03

Technology

The tools and technologies that define this role.

$ tech --language
Pythonvery high
SQLhigh
Scalamoderate
$ tech --framework
Apache Sparkhigh
LangChainhigh
Delta Lakemoderate
Kafkamoderate
MLflowmoderate
pandasmoderate
PyTorchmoderate
Raymoderate
scikit-learnmoderate
TensorFlowmoderate
DSPylow
$ tech --platform
AWShigh
Databrickshigh
Kuberneteshigh
Azuremoderate
GCPmoderate
HuggingFacemoderate
Kubeflowlow
$ tech --tool
Dockermoderate
Helmmoderate
Terraformmoderate
$ tech --concept
GenAIvery high
LLMvery high
APIshigh
Fine-tuninghigh
RAGhigh
LLMOpsmoderate
Multi-agent systemsmoderate
Text2SQLmoderate
$04

Open Jobs

313 open Solutions Engineer jobs across 73 companies.

Sierra1d
Enterprise Sales Engineer, Consumer Business Services
San Francisco, CA·Sales & GTM
Nebius2d
Sr. Solution Engineer (GPU Infrastructure)
Remote - United States·Sales & GTM
Shield AI2d
Staff Solutions Engineer (R5632)
Athens·Sales & GTM
Vanta2d
GRC Pre-Sales Consultant / Solutions Engineer – EMEA
London, UK·Sales & GTM
Vanta2d
Solutions Engineer (Upmarket, Pre-Sales) - EMEA
Dublin, Ireland·Sales & GTM
Vanta2d
GRC Pre-Sales Consultant / Solutions Engineer – EMEA
Dublin, Ireland·Sales & GTM
Vanta2d
Solutions Engineer (Upmarket, Pre-Sales) - EMEA
London, UK·Sales & GTM
Legora2d
Legal Engineering Associate
Milan·Sales & GTM
Legora2d
Legal Engineering Associate
Munich·Sales & GTM
Legora2d
Legal Engineering Associate
Stockholm HQ·Sales & GTM
ElevenLabs3d
Enterprise Solutions Engineer - Saudi Arabia
Saudi Arabia·Sales & GTM
ElevenLabs3d
Enterprise Solutions Engineer - Switzerland
Switzerland·Sales & GTM
Abnormal Security3d
MidMarket Sales Engineer (Ohio Valley)
Remote - USA·Sales & GTM
Baseten3d
Forward Deployed Engineer (Training)
San Francisco·Sales & GTM
LangChain4d
Solutions Engineer (Chicago)
Chicago, IL·Sales & GTM
Databricks4d
Sr. Solutions Engineer
Munich, Germany·Sales & GTM
ElevenLabs4d
Enterprise Solutions Engineer - Poland
Poland·Sales & GTM
LangChain5d
Deployed Engineer (Early Career-NYC)
New York, NY·Sales & GTM
Nebius5d
Security Solutions Engineer
Remote - Europe·Sales & GTM
Anthropic1w
Technical Specialist, Claude Code
San Francisco, CA·Sales & GTM