Caterpillar Inc.

Lead Data Scientist

- This assessment gives us an idea of your C++ skills - Companies that evaluate this skillset in interviews: Rockstar Games, Ubisoft, Mayhem Studios, etc. - 10 Multiple Choice questions - Average time to complete: 7 to 10 minutes

Let's assess your Data Structures! 📋 &nbsp;- This assessment gives us an idea of your problem solving skills using DSA - Companies that evaluate this skillset in interviews: MPL, LILA Games, GSN Games, etc. - 10 Multiple Choice questions - Average time to complete: 7 to 10 minutes

Let's assess your Programming Patterns! 📋- This assessment gives us an idea of your code architecture skills - Companies that evaluate this skillset in interviews: Dirtcube, PTW, Playshifu, etc. - 10 Multiple Choice questions - Average time to complete: 7 to 10 minutes

Let's assess your OOPs skills! 📋- This assessment gives us an idea of your fundamental OOPS concepts and Solid principles skills - Companies that evaluate this skillset in interviews: Hitwicket, GSN Games, Tomo Club, etc. - 10 Multiple Choice questions - Average time to complete: 7 to 10 minutes

Let's assess your Unity Skills 📋 - This assessment gives us an idea of your Unity fundamentals - Companies you can apply for after taking this assessment: Godspeed games, Salvation Games, nCore Games, etc. - 9 questions: 9 Multiple Choice - Minimum score needed to qualify: 80% - Average time to complete: 5 to 10 minutes

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As a 3D Artist at LightSpeed Japan Studio, you will be responsible for creating high-quality 3D models, textures, and shaders for characters, environments, and objects within AAA action games.  Your duties include 3D modeling aligning with game themes, texturing and shading for realistic visuals, rigging and preparation for animation, maintaining a consistent art style, and realizing visual concepts. Collaboration with other artists and documentation of processes are essential.  Experience in AAA or AA projects, proficiency in 3D modeling software (Maya, 3ds Max, Blender), and strong artistic skills are required.

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テストおよび品質管理エンジニア｜Associate Quality Assurance Tester

<div data-automation-id="jobPostingDescription" class="css-oplht1"><h1>チーム紹介/About the Hiring Team</h1>ライトスピード・ジャパンは、世界中のオーディエンス向けにオリジナルのAAA級アクションゲームタイトルの制作に特化しているゲーム開発スタジオです。著名なゲームディレクターとして知られる伊津野英昭（いつの ひであき）が率いる当スタジオは、東京と大阪の2つの拠点で活動しています。 柔軟で包括的な職場環境を提供し、ゲーム制作の限界を押し広げる才能と情熱にあふれるゲームクリエイターの参加を非常に歓迎しています。 LightSpeed Japan Studio is a game development studio dedicated to crafting original AAA action game titles for global audiences. Led by industry veteran Hideaki Itsuno, the studio operates across two locations in Tokyo and Osaka. The studio offers a flexible and inclusive work environment and actively welcomes game creators who are full of talent and passion for pushing the boundaries of game development.<h1>仕事内容/What the Role Entails</h1>仕事内容1.3Dモデリングゲーム内のキャラクター、環境、オブジェクトなどの3Dモデルを制作します。ゲームのテーマやストーリーに沿ったデザインを行います。&nbsp;2.テクスチャリングとシェーディングモデルにリアルな質感を与えるためのテクスチャリングとシェーディング作業を行います。3.リギングとアニメーションの準備キャラクターやオブジェクトが自然に動くためのリギングを行い、アニメーターが使用するための準備をします。4.アートスタイルの維持ゲーム全体のアートスタイルに一貫性を持たせるため、他のアーティストと連携しながら作業を進めます。5.ビジュアルコンセプトの実現ゲームのビジュアルコンセプトに基づいて、アイデアを具体化し、魅力的なビジュアルを創り出します。6.ドキュメント作成作業手順や技術的なドキュメントを整備し、チーム内での情報共有を促進します。Job Description1. 3D Modeling- Create 3D models of characters, environments, and objects for in-game use, ensuring designs align with the game's theme and story.2. Texturing and Shading- Perform texturing and shading tasks to give models realistic surface qualities.3. Rigging and Animation Preparation- Set up rigging for characters and objects to ensure natural movement and prepare them for use by animators.4. Maintaining Art Style- Work collaboratively with other artists to maintain consistency in the overall art style of the game.5. Visual Concept Realization- Bring ideas to life based on the game’s visual concept, creating appealing visuals.6. Documentation- Prepare work procedures and technical documents to facilitate information sharing within the team.<h1>応募資格/Who We Look For</h1>応募資格1.3Dアート制作の経験（AAAまたはAAプロジェクトが望ましい）2.3Dモデリングツールの使用スキル（Maya、3ds Max、Blenderなど）3.テクスチャリングおよびシェーディングに関する知識4.3Aアクションゲームの開発経験（優遇）5.優れた描写能力と創造力6.チームでの協力とコミュニケーション能力7.フォトリアルでの3Dモデル製作の経験(優遇)Qualifications- Experience in 3D art production (preferably in AAA or AA projects)- Proficiency in using 3D modeling tools (such as Maya, 3ds Max, Blender)- Knowledge of texturing and shading- Experience in developing AAA action games(preferred)- Strong drawing skills and creativity- Ability to collaborate and communicate effectively within a team- Experience in creating photorealistic 3D models (preferred)<div></div><div><div><div></div><div><div>勤務地大阪（JR大阪駅イノゲート大阪）、東京（虎ノ門ヒルズビジネスタワー）※希望に添います賃金年収額：応相談（昇給/賞与あり）※経験・スキル等を考慮し、当社規定により優遇します。※固定残業代月35時間分を含みます。超過分は別途支給します。労働時間・休日就業時間 09:30 ~ 18:30　&nbsp;休憩時間 60分役職により裁量労働制あり完全週休２日制（土日・祝日）有給休暇：入社初年度は、入社月により期間按分付与。在籍年数踏まえて最大22日年末年始休暇（12/30～1/3）病気休暇（有給）：12日/年（有給休暇とは別途付与）福利厚生＜各種保険＞健康保険&nbsp;、雇用保険、&nbsp;労災保険、&nbsp;厚生年金保険、&nbsp;総合福祉団体定期保険（GTL）業務災害安心総合保険（GPA）、団体長期障害所得補償保険（GLTD）海外旅行保険＜各種手当＞通勤手当（定期代全額支給）&nbsp;、通信手当（上限1万円/月）、&nbsp;自己啓発手当（上限2万円/月）、&nbsp;残業深夜食事手当（上限1200円/日）、&nbsp;定期健診手当（上限7万5千円/年1回）＜支援制度・その他待遇＞フリードリンクコーナー&nbsp;、ギフトカード（お盆、正月の2回支給、2万円/1回）従業員支援プログラム(EAP)&nbsp;、慶弔見舞金&nbsp;、永年勤続賞/休暇この求人広告に記載されているポリシー（給与、福利厚生、労働条件などを含むがこれに限らない）は、会社のリアルタイムポリシーに応じて調整される可能性があります。</div></div></div></div><h1>一緒に働く魅力/Why Join Us?</h1>勤務地 大阪（JR大阪駅イノゲート大阪）、東京（虎ノ門ヒルズビジネスタワー）※希望に添います 賃金 年収額：応相談（昇給/賞与あり） ※経験・スキル等を考慮し、当社規定により優遇します。 ※固定残業代月35時間分を含みます。超過分は別途支給します。 労働時間・休日 就業時間 09:30 ~ 18:30　 休憩時間 60分 役職により裁量労働制あり 完全週休２日制（土日・祝日） 有給休暇：入社初年度は、入社月により期間按分付与。在籍年数踏まえて最大22日 年末年始休暇（12/30～1/3） 病気休暇（有給）：12日/年（有給休暇とは別途付与） 福利厚生 ＜各種保険＞ 健康保険 、雇用保険、 労災保険、 厚生年金保険、 総合福祉団体定期保険（GTL） 業務災害安心総合保険（GPA）、団体長期障害所得補償保険（GLTD） 海外旅行保険 ＜各種手当＞ 通勤手当（定期代全額支給） 、通信手当（上限1万円/月）、 自己啓発手当（上限2万円/月）、 残業深夜食事手当（上限1200円/日）、 定期健診手当（上限7万5千円/年1回） ＜支援制度・その他待遇＞ フリードリンクコーナー 、ギフトカード（お盆、正月の2回支給、2万円/1回） 従業員支援プログラム(EAP) 、慶弔見舞金 、永年勤続賞/休暇 この求人広告に記載されているポリシー（給与、福利厚生、労働条件などを含むがこれに限らない）は、会社のリアルタイムポリシーに応じて調整される可能性があります。<h1>平等な雇用機会を重視するテンセント/Equal Employment Opportunity at Tencent</h1>テンセントは、雇用機会の均等を最重要視しています。私たちは、多様性がイノベーションを促進し、ユーザーやコミュニティに対してより良いサービスを提供する原動力になると確信しています。 社員一人ひとりが十分なサポートを受け、自身の目標と会社の目標を共に達成できるよう、モチベーションを高められる環境づくりを大切にしています。As an equal opportunity employer, we firmly believe that diverse voices fuel our innovation and allow us to better serve our users and the community. We foster an environment where every employee of Tencent feels supported and inspired to achieve individual and common goals.</div>

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This assessment gives us an idea of your C++ skills- Companies that evaluate this skillset in interviews: Rockstar Games, Ubisoft, Mayhem Studios, etc.- 10 Multiple Choice questions- Average time to complete: 7 to 10 minutes

Let's assess your Data Structures! - This assessment gives us an idea of your problem solving skills using DSA- Companies that evaluate this skillset in interviews: MPL, LILA Games, GSN Games, etc.- 10 Multiple Choice questions

Data Structures and Algorithms

Let's assess your Programming Patterns! ????- This assessment gives us an idea of your code architecture skills- Companies that evaluate this skillset in interviews: Dirtcube, PTW, Playshifu, etc.

Programming Patterns

Let's assess your OOPs skills! ????- This assessment gives us an idea of your fundamental OOPS concepts and Solid principles skills- Companies that evaluate this skillset in interviews: Hitwicket, GSN Games, Tomo Club, etc.

Object Oriented Programming

Let's assess your Unity Skills ????- This assessment gives us an idea of your Unity fundamentals- Companies you can apply for after taking this assessment: Godspeed games, Salvation Games, nCore Games, etc.

Unity Game Engine

Lead Data Scientist at Caterpillar Digital in Bengaluru, India. Requires 12+ years of software development experience or 10+ years with a master's degree. Strong proficiency in Python, NoSQL, relational databases, and AWS full-stack development. Experience with ML models, data processing frameworks, and BI software is crucial.

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 Career Area Business Technologies, Digital and Data Job Description Your Work Shapes the World at Caterpillar Inc. When you join Caterpillar, you're joining a global team who cares not just about the work we do – but also about each other. We are the makers, problem solvers, and future world builders who are creating stronger, more sustainable communities. We don't just talk about progress and innovation here – we make it happen, with our customers, where we work and live. Together, we are building a better world, so we can all enjoy living in it. JOB PURPOSE: Cat Digital is the digital and technology arm of Caterpillar Inc., responsible for bringing world class digital capabilities to our products and services. With over one million connected assets worldwide, we're focused on using IoT and other data, technology, advanced analytics and AI capabilities to help our customers build a better world. Cat Digital Data Analytics &amp; engineering team is looking for a talented and motivated Senior Data Scientist to help improve platform data quality by defining and implementing quality metrics, performing root cause analysis of data quality problems, and developing algorithms as well as ML/AI models to address the most challenging data quality issues. In this role, you will apply machine learning and other analytics techniques on a very large set of diverse data from IoT-connected assets and our integrated network of dealers. You will also use analytics and visualization methods to solve problems for Caterpillar’s internal customers. Top candidates will have prior experience in developing ML/AI solutions and business intelligence, be proficient in SQL and Python, and have experience with cloud computing and dashboard design. <ul><li> Drive, Design and maintain AI &amp; Machine Learning models &amp; solutions. </li><li> Provide analytics support to high profile Helios Data Division Projects </li><li> Use analytics methods to make recommendations to Designers, Product Owners and Managers </li><li> Work independently without close supervision on medium to high-complexity projects </li><li> Work on 2-3 projects concurrently. </li></ul>
 JOB DUTIES: As a Lead Data scientist you will contribute to the design, solution development, strategy &amp; solution development. <ul><li> Overseeing the activities of a team of data scientists/analysts, including setting goals, ensuring data accuracy, and managing projects </li><li> Competent in performing all programming, project management, and development assignments without close supervision; normally assigned the more complex aspects of systems work. </li><li> Works directly on complex application/technical problem identification and resolution, including responding to off-shift and weekend support calls. </li><li> Works independently on complex systems or infrastructure components that may be used by one or more applications or systems. </li><li> Drives application development focused on delivering business valuable features </li><li> Mentor and assist data scientists, providing technical assistance and direction as needed </li><li> Maintains high standards of software quality within the team by establishing good practices and habits </li><li> Identifies and encourage areas for growth and improvement within the team </li><li> Guide the team to develop a structured application/interface code, new program documentation, operations documentation and user guides in a casual, flexible environment </li><li> Communicate with end users and internal customers to help direct the development, debugging, and testing of application software for accuracy, integrity, interoperability, and completeness </li><li> Performs integrated testing and customer acceptance testing of components that requires careful planning and execution to ensure timely, quality results. </li><li> The employee is also responsible for performing other job duties as assigned by Caterpillar management from time to time. </li></ul>
Basic Qualifications <ul><li> BS or MS degree in a quantitative discipline such as data science, data analytics, computer science, engineering, statistics, mathematics, finance, or other related degree </li><li> 12+ years of software development experience or 10+ years of experience with a master’s degree </li><li> 6+ years of proven experience as a Data scientist in designing and implementing data processing and machine learning frameworks. </li><li> Recent 5+ years of experience with Python, NoSQL and relational databases </li><li> 4+ years of experience with SQL </li></ul>
Top Candidates Will Also Have  <ul><li> MS degree in a quantitative discipline such as data science, data analytics, computer science, engineering, statistics, mathematics, finance, or other related degree </li><li> Proven experience in some of the following:</li> <ul><li> Compiling and standardizing diverse, non-sanitized datasets. </li><li> Working with structured and unstructured data. </li><li> Developing classification and regression models. </li><li> Unsupervised learning algorithms. </li><li> Experience integrating analytical models with existing data pipelines. </li></ul>
<li> Proven experience as a Lead Data scientist for a Data science team. </li><li> Solid knowledge of statistical approaches, quantitative analytic methods, data management techniques, and/or related digital technologies, and the ability to handle complex issues. </li><li> Proven experience with AWS full-stack development and services such as Athena, Glue, DynamoDB, EC2, EMR, RDS, S3, SageMaker. </li><li> Experience with Snowflake data warehouse </li><li> Experience visualizing data using BI software such as Tableau and MS Power BI </li><li> Good organizational skills and an aptitude for complex analytical and detailed work; ability to prioritize among multiple concurrent projects to meet deadlines promptly. </li><li> Experience gathering information systematically </li><li> Ability to consider a broad range of issues or factors, grasp complexities and perceive relationships among problems or issues, and use accurate logic in analysis </li><li> Exceptional verbal and written communication skills and ability to engage effectively at all levels of the organization, to both technical and non-technical audiences. </li><li> Ability to work independently or collaboratively in a complex, rapidly changing, and culturally diverse environment. </li><li> Ability to learn and comply with company policies and procedures </li><li> Passion for technology and an eagerness to contribute to a team-orientated environment </li></ul>
Posting Dates October 29, 2024 - November 5, 2024 Caterpillar is an Equal Opportunity Employer (EEO). Not ready to apply? Join our <a class="app-aware-link " target="_blank" href="http://flows.beamery.com/caterpillarinc/talcom" data-test-app-aware-link=""> Talent Community </a> .
 
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