商業施設の駐車場など低速領域に特化した自動運転システムの開発に携わっていただきます。
【具体的には】
・論文ベースの調査・実装および、独自手法の考案・実装
・机上でのモデル評価・実験管理
・実車両でのモデル評価・実験管理
・上記を効率よく行うためのMLOpsの開発
【開発言語・環境】
・言語:Python、C++
・機械学習モデル開発についてはサーバ、ABCIを活用
・ソースコード管理:GitHub
・情報共有ツール:Slack、Google Workspace、Notion
・その他:Docker、Linux
【求める人材】
・理工系分野の修士号もしくはそれと同等の経験
※同等の経験:理工系分野での研究発表ご経験をお持ちの方は学士号でも対象となります
・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
・強化学習への技術興味、取り組む意欲をお持ちの方
・日本語ネイティブまたはビジネス上級レベルの日本語力を有すること
【歓迎】
・Kaggle 等のコンペティションでの入賞経験
・自動運転に関わる画像系の深層学習技術を扱った経験
・自動運転に関わる自動車の制御開発の経験
・社外連携が必要なプロジェクトへの従事経験
・コードレビュー、タスク管理などを含むチーム開発の経験
【給与】
年収882~1148万円,※職務経験を考慮のうえ決定いたします。
【勤務地】
東京都千代田区
【勤務時間】
09:00~18:00
【雇用・契約形態】
【待遇・福利厚生】
0
【休日・休暇】
0
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