【Redacted】MLOps / Machine Learning Platform Engineer (Autonomous Driving)
This role focuses on building and operating the machine learning platform that supports autonomous driving R&D. You will work across the full ML workflow—from data processing and model training to deployment—enabling continuous model improvement using large-scale driving data.
Role Overview
Develop and operate training pipelines for tasks such as object detection
Build infrastructure for model monitoring, evaluation, and deployment to vehicles
Develop pipelines for visualizing and analyzing large-scale unstructured sensor data
Build and maintain annotation systems and sensor-data transformation pipelines
Drive improvements and automation within the ML platform
What Makes This Role Interesting
Work with diverse data types including camera and point cloud inputs
Build safe and scalable evaluation workflows integrated with simulation systems
Design platforms that enable continuous model improvement using real-world driving data
Contribute to the backbone infrastructure that supports autonomous driving development
Collaborate closely with engineers across ML, perception, data, and cloud domains
Required Skills
3+ years of web application development and operations
Hands-on development experience with Python or Go
Experience building and operating on cloud platforms (e.g., AWS, GCP, Azure)
System architecture and API design experience
Experience building and maintaining CI/CD pipelines
Foundational understanding of machine learning concepts
Preferred Skills
Experience building or operating ML platforms / MLOps systems
Experience developing systems using large-scale models such as LLMs
Technical leadership or team lead experience
Experience with large-scale data processing or data platform development
Ideal Candidate
Comfortable driving work forward amid ambiguity
Motivated to contribute to the ML infrastructure supporting autonomous driving
Curious, fast-learning, and proactive in adopting new technologies
Able to collaborate across diverse teams and backgrounds
-
ML Ops Engineer
1日前
Tokyo, Japan Gigantes GroupThis role focuses on building and operating the machine learning platform that supports autonomous driving R&D. · Develop and operate training pipelines for tasks such as object detection · Build infrastructure for model monitoring, evaluation, and deployment to vehicles · ...
-
Tokyo Turing株式会社Turing株式会社は自動運転・コンピュータビジョン・LLM・NLPのいずれかの領域で専門性を持つMLエンジニアを募集しています。チューリングでは、データセントリックなアプローチとモデルセントリックなアプローチの両面で開発を進めています。E2E自動運転はまだ正解がありません。あなたが開発したモデルが、次世代の自動運転のスタンダードとなる可能性があります。 · ...
-
Tokyo Turing株式会社 ￥7,000,000 - ￥10,000,000 per yearTuring株式会社は完全自動運転レベルの自動運転システムの開発を行うことを目指しております。MACHINE LEARNING ENGINEERの募集です。また応募フォームへのメッセージ欄にご自身の強みや得意分野などお書きください。 · ...
-
Tokyo Turing株式会社 ￥7,000,000 - ￥10,000,000チューリングでは、完全自動運転レベルの自動運転システムを開発しています。このプロジェクトには、データ センター AI とモデル センター AI の両方が含まれます。 · このポジションでは、AI エンジニアが CLIP モデルや GPT を使用してアプリケーションのロジックを作成し、アプリケーションをデプロイします · ,論文や既存実装の調査・再現・実装 · 自社データセットを利用した既存実装の評価 · 実車でのモデル評価・実験管理 · ...
-
ML Engineer
2週間前
Tokyo Specialized Group+We are working with a client who is an AI company that accelerates drug discovery through the combination of machine learning, biotechnology, and robotics to refine the selection of high-quality biopharmaceutical candidates. · +Design, implement, test ML pipelines for predicting ...
-
Tokyo Turing株式会社 ￥7,000,000 - ￥10,000,000T̍uring らないたん 2021 · 先 · ...
-
Tokyo Turing株式会社· Turing株式会社は、完全自動運転システムの開発を目的としたAIエンジニアリング企業です。現在、機械学習エンジニアやソフトウェアエンジニアが求められています。 · この募集では、基盤モデルの学習パイプライン構築やモデル量子化・最適化などさまざまなレイヤーで開発イシューがあります · ブエンです（Requirements） · ☑チューリングの理念への共感 · ☑PyTorchなどの深層学習フレームワークを利用した3年以上のモデル開発経験 · ☑基盤モデルを扱った経験 · ☑チーム開発の経験 · ☑日本語でのコミュニケーション能力(JLPT N2相 ...
-
AI/ML Engineer
2ヶ月前
Tokyo Nagarro ￥1,200,000 - ￥3,000,000 per yearWe are a Digital Product Engineering company that is scaling in a big way. We build products, services, and experiences that inspire, excite, and delight. · We work at a scale across all devices and digital mediums. · Looking for great new colleagues. ...
-
AI/ML Engineer
2ヶ月前
Tokyo Nagarro ￥9,000,000 - ￥18,000,000 per yearWe are a Digital Product Engineering company that is scaling in a big way. We build products, services, and experiences that inspire, excite, and delight. · ...
-
Tokyo Neural Concept ￥10,000,000 - ￥20,000,000 per yearThe mission of Neural Concept's ML Application Engineering team is to help our customers in Japan solve their most complex engineering challenges. · ...
-
Tokyo Turing株式会社 ￥7,000,000 - ￥25,000,000 per year） · ）） · ）（2026 ％ 01 · ％ 31 · ...
-
ML Research Engineer
2ヶ月前
Shinjuku 株式会社エキュメノポリス ￥5,000,000 - ￥10,000,000 per yearEqumenopolis is developing a natural conversation-based English learning experience platform that incorporates the latest generative AI-powered conversational agents. We are now recruiting teammates to innovate the future of language education together. · Design, implement, and e ...
-
Tokyo Turing株式会社 ￥7,000,000 - ￥15,000,000 per yearチューリングでは、車載カメラの映像を入力に単一の機械学習モデルで車の制御を求める「End-to-Endの自動運転MLモデル」の開発を行っています。 · モデルアーキテクチャの改善 · データ品質・量の改善 · End-to-End の自動運転モデルの実装 · データ収集の方針・計画立案 · データセットの作成・改善 · オートラベリングモデルの実装・改善 · カメラ・センサーキャリブレーション · モデル学習のアルゴリズム実装 · モデル学習コードの高速化 · 実車でのモデル評価・実験管理 · 先端論文の調査・再現・実装 · ...
-
Tokyo, Tokyo G TalentTo reinvent communication and create a society where people care for one another you##39;ll design implement and optimize multimodal AI systems primarily focusing on voice utilizing cutting-edge machine learning models. · You##39;ll lead the architecture design and implementation ...
-
Tokyo Turing株式会社 ￥7,000,000 - ￥12,500,000 per year+チューリングでは、車載カメラの映像を入力に単一の機械学習モデルで車の制御を求める「End-to-Endの自動運転MLモデル」の開発を行っています。 · モデルのアーキテクチャの改善 · データ品質・量の改善 · + ...
-
ML Engineer
2週間前
Tokyo Specialized GroupOur client is an AI company focusing on accelerating drug discovery through the combination machine learning biotechnology and robotics to refine the selection of high-quality biopharmaceutical candidates. · ...
-
Tokyo ROYAL AGENT株式会社We are seeking an ML Engineer to join our R&D team responsible for data preparation and optimization for AI models. · ...
-
Tokyo, Tokyo, Japan Hewlett Packard EnterpriseHewlett Packard Enterprise (HPE) is seeking a Cloud Ops Suite Engineer to support middle-market customers and channel partners in Japan. · ...
-
AI / ML Engineer
1ヶ月前
Minato Tata Consultancy Services ￥6,000,000 - ￥12,000,000 per yearThis position offers an opportunity to work with AI-driven analytics technologies while developing advanced skills in emerging fields such as Generative AI.The role involves designing and building prediction models aligned with process requirements. · ...
-
Tokyo ビルドプラス(旧ウォールアンドケース) ￥7,200,000 - ￥7,800,000 per yearJoin the Analysis Group, leading a team that processes manufacturing data into high-value datasets and machine learning models. These outputs directly power core AI products and influence business decisions at a global scale. · ...
-
Tokyo Woven by Toyota ￥10,000,000 - ￥15,000,000 per yearWoven by Toyota is enabling Toyota's once-in-a-century transformation into a mobility company. Inspired by a legacy of innovating for the benefit of others our mission is to challenge the current state of mobility through human-centric innovation — expanding what · ...
