Skills in ML Engineering job specs

Skill and tool mentions across 18 selected ML Engineering specs. Each label is counted once per spec.

Skills

machine-learning

11/18 (61%)

python

6/18 (33%)

technical-communication

5/18 (28%)

deep-learning

5/18 (28%)

fine-tuning

4/18 (22%)

model-evaluation

4/18 (22%)

reinforcement-learning

4/18 (22%)

model-training

4/18 (22%)

people-management

4/18 (22%)

data-science

3/18 (17%)

multi-agent-systems

3/18 (17%)

rag

3/18 (17%)

distributed-systems

3/18 (17%)

data-pipelines

3/18 (17%)

genai

3/18 (17%)

model-inference

3/18 (17%)

multimodal-learning

3/18 (17%)

distributed-training

3/18 (17%)

model-deployment

3/18 (17%)

technical-strategy

3/18 (17%)

information-retrieval

2/18 (11%)

text2sql

2/18 (11%)

llmops

2/18 (11%)

research-publication

2/18 (11%)

foundation-models

2/18 (11%)

cross-functional-collaboration

2/18 (11%)

technical-leadership

2/18 (11%)

reliability-engineering

2/18 (11%)

mentoring

2/18 (11%)

stakeholder-management

2/18 (11%)

ranking-models

2/18 (11%)

generative-ai

1/18 (6%)

production-deployment

1/18 (6%)

rag-systems

1/18 (6%)

cloud-platforms

1/18 (6%)

consulting

1/18 (6%)

typescript

1/18 (6%)

javascript

1/18 (6%)

rest-apis

1/18 (6%)

graphql

1/18 (6%)

prompt-engineering

1/18 (6%)

context-management

1/18 (6%)

llm-evaluation

1/18 (6%)

agent-orchestration

1/18 (6%)

guardrails

1/18 (6%)

systems-thinking

1/18 (6%)

process-mapping

1/18 (6%)

flow-metrics

1/18 (6%)

api-integration

1/18 (6%)

programming

1/18 (6%)

systems-design

1/18 (6%)

search-algorithms

1/18 (6%)

vector-databases

1/18 (6%)

production-systems

1/18 (6%)

infrastructure

1/18 (6%)

language-models

1/18 (6%)

inference

1/18 (6%)

end-to-end-ownership

1/18 (6%)

retrieval-augmented-generation

1/18 (6%)

cloud-ml-deployment

1/18 (6%)

customer-facing

1/18 (6%)

production-ml-deployment

1/18 (6%)

customer-facing-consulting

1/18 (6%)

distributed-data-processing

1/18 (6%)

distributed-computing

1/18 (6%)

ml-systems

1/18 (6%)

gpu-acceleration

1/18 (6%)

containerization

1/18 (6%)

orchestration

1/18 (6%)

world-models

1/18 (6%)

post-training

1/18 (6%)

inference-optimization

1/18 (6%)

scientific-communication

1/18 (6%)

classification

1/18 (6%)

fraud-detection

1/18 (6%)

mlops-monitoring

1/18 (6%)

llm-training

1/18 (6%)

autoscaling

1/18 (6%)

request-routing

1/18 (6%)

gpu-optimization

1/18 (6%)

kernel-tuning

1/18 (6%)

learning-to-rank

1/18 (6%)

llm

1/18 (6%)

large-scale-systems

1/18 (6%)

ads-measurement

1/18 (6%)

experimentation

1/18 (6%)

causal-inference

1/18 (6%)

data-platforms

1/18 (6%)

privacy-engineering

1/18 (6%)

identity-resolution

1/18 (6%)

signal-quality

1/18 (6%)

large-scale-data-processing

1/18 (6%)

people-leadership

1/18 (6%)

model-quality

1/18 (6%)

recommender-systems

1/18 (6%)

sequence-modeling

1/18 (6%)

embeddings

1/18 (6%)

multi-task-learning

1/18 (6%)

distillation

1/18 (6%)

offline-evaluation

1/18 (6%)

online-experimentation

1/18 (6%)

roadmap-planning

1/18 (6%)

content-understanding

1/18 (6%)

transformers

1/18 (6%)

mathematics

1/18 (6%)

rust

1/18 (6%)

cuda

1/18 (6%)

pytorch

1/18 (6%)

product-thinking

1/18 (6%)

recommendation-systems

1/18 (6%)

conversion-modeling

1/18 (6%)

computer-vision

1/18 (6%)

representation-learning

1/18 (6%)

generative-modeling

1/18 (6%)

experiment-design

1/18 (6%)

research-leadership

1/18 (6%)

Tools

PyTorch

8/18 (44%)

AWS

4/18 (22%)

CUDA

4/18 (22%)

HuggingFace

3/18 (17%)

LangChain

3/18 (17%)

DSPy

3/18 (17%)

pandas

3/18 (17%)

scikit-learn

3/18 (17%)

Azure

3/18 (17%)

GCP

3/18 (17%)

Apache Spark

3/18 (17%)

Databricks

2/18 (11%)

Megatron-LM

2/18 (11%)

DeepSpeed

2/18 (11%)

Rust

2/18 (11%)

TensorFlow

2/18 (11%)

Databricks Intelligence Platform

1/18 (6%)

MLflow

1/18 (6%)

GitLab Duo Agent Platform

1/18 (6%)

Salesforce

1/18 (6%)

Marketo

1/18 (6%)

Zendesk

1/18 (6%)

Workato

1/18 (6%)

Relevance AI

1/18 (6%)

Glean

1/18 (6%)

n8n

1/18 (6%)

Make

1/18 (6%)

Anthropic

1/18 (6%)

OpenAI

1/18 (6%)

vector-databases

1/18 (6%)

search-indices

1/18 (6%)

Ray

1/18 (6%)

JAX

1/18 (6%)

Slurm

1/18 (6%)

TorchTitan

1/18 (6%)

C++

1/18 (6%)

triton

1/18 (6%)

kubernetes

1/18 (6%)

hadoop

1/18 (6%)

spark

1/18 (6%)

Experience and seniority

Mid8 of 18

Senior5 of 18

Manager3 of 18

Director2 of 18

Source specs

ML Engineering

DatabricksCaptured June 2026

Databricks · Remote - India

AI Engineer - FDE (Forward Deployed Engineer)

Senior / IC Not disclosedClosed as of Oct 11, 2026

ML Engineering

GitLabCaptured June 2026

GitLab · Remote, US

AI Engineer

Senior / IC USD 108,400 - 129,600Still open as of Oct 11, 2026

ML Engineering

OpenAICaptured June 2026

OpenAI · San Francisco

Research Engineer

Mid / IC Not disclosedStill open as of Oct 11, 2026

ML Engineering

OpenAICaptured June 2026

OpenAI · San Francisco

Research Engineer, Retrieval & Search, Applied Engineering

Senior / IC Not disclosedStill open as of Oct 11, 2026

ML Engineering

CursorCaptured October 2026

Cursor · San Francisco

Software Engineer, ML Research

Mid / IC Not disclosedStill open as of Oct 11, 2026

ML Engineering

DatabricksCaptured October 2026

Databricks · Seoul, South Korea

AI Engineer - FDE (Forward Deployed Engineer)

Mid / IC Not disclosedStill open as of Oct 11, 2026

ML Engineering

DatabricksCaptured October 2026

Databricks · United States

AI Engineer – Forward Deployed Engineering (AI FDE)

Mid / IC USD 152,900 - 210,155Still open as of Oct 11, 2026

ML Engineering

DatadogCaptured October 2026

Datadog · Paris, France

AI Research Engineer - Datadog AI Research (DAIR)

Mid / IC Not disclosedStill open as of Oct 11, 2026

ML Engineering

DatadogCaptured October 2026

Datadog · Paris, France

AI Research Scientist - Datadog AI Research (DAIR)

Mid / IC Not disclosedStill open as of Oct 11, 2026

ML Engineering

DiscordCaptured October 2026

Discord · San Francisco Bay Area (or Remote U.S.)

Engineering Manager, Machine Learning (Safety)

Manager / MANAGER USD 272,000 - 340,000Still open as of Oct 11, 2026

ML Engineering

IntercomCaptured October 2026

Intercom · London, England

AI Infrastructure Engineer

Senior / IC Not disclosedStill open as of Oct 11, 2026

ML Engineering

PerplexityCaptured October 2026

Perplexity · Belgrade

Member of Technical Staff (Machine Learning Engineer, Search)

Mid / IC Not disclosedStill open as of Oct 11, 2026

ML Engineering

PinterestCaptured October 2026

Pinterest · San Francisco, CA, US; Palo Alto, CA, US; Seattle, WA, US

Director, Machine Learning Engineering, Ads Measurement

Director / MANAGER USD 314,580 - 550,515Still open as of Oct 11, 2026

ML Engineering

PinterestCaptured October 2026

Pinterest · Palo Alto, CA, US; San Francisco, CA, US

Director, Machine Learning Engineering, Ads Quality

Director / MANAGER USD 314,580 - 550,515Still open as of Oct 11, 2026

ML Engineering

PinterestCaptured October 2026

Pinterest · San Francisco, CA, US; Remote, CA, US

Manager II, Machine Learning Engineering-Content Foundation

Manager / MANAGER USD 222,716 - 389,753Still open as of Oct 11, 2026

ML Engineering

PostHogCaptured October 2026

PostHog · Hybrid (UK)

AI Research Engineer

Mid / IC Not disclosedStill open as of Oct 11, 2026

ML Engineering

RedditCaptured October 2026

Reddit · Remote - United States

Ads Conversion Modeling, Machine Learning Engineering Manager

Manager / MANAGER USD 230,000 - 322,000Still open as of Oct 11, 2026

ML Engineering

WebflowCaptured October 2026

Webflow · U.S. Remote

Senior Staff Machine Learning Scientist, Assets

Senior / IC USD 204,800 - 316,000Still open as of Oct 11, 2026

Selected employer postings. AI-assisted summaries may contain errors. This is not a market-wide sample. Independent of the companies listed.