採用

Applied Sciences IC4
India, Karnataka, Bangalore; India, Telangana, Hyderabad
·
On-site
·
Full-time
·
2mo ago
必須スキル
Python
PyTorch
TensorFlow
Machine Learning
Large Language Models
Distributed Systems
Overview
The Microsoft AI Super Intelligence Post-Training team is dedicated to advancing post-training methods for LLMs. Their work encompasses continual pre-training, large-scale deep reinforcement learning running on extensive GPU resources, and significant efforts to curate and synthesize training data. In addition, the team employs various fine-tuning approaches to support both research and product development.
The team also develops advanced AI technologies that integrate language and multi-modality for a range of Microsoft products. The team is particularly active in developing code-specific models, including those used in Github Copilot and Visual Studio Code, such as code completion model and the software engineering (SWE) agent models. The team has also produced publications as by-products, including work such as LoRA, De Ber Ta, Oscar, Rho-1, Florence, and the open-source Phi models.
We are looking for a Member of Technical Staff with significant experience in large-scale model training, data curation, and hands-on coding. You will help in developing LLMs, SLMs, multimodal, and coding models using both proprietary and open-source frameworks. Key responsibilities include improving model quality and training efficiency through advanced techniques and data strategies, and managing the full pipeline from data ingestion, evaluation, to inference.
Our team values startup-style efficiency and practical problem-solving. We are seeking a curious, adaptable problem-solver who thrives on continuous learning, embraces changing priorities, and is motivated by creating meaningful impact. Candidates must be self-driven, able to write high-quality code and debug complex systems, document their work clearly, and demonstrate solid experience in shipping ML systems.
Responsibilities:
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Implement large-scale model training, especially with LLMs, SLMs, multimodal, or code-specific models.
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Develop robust evaluation frameworks to assess model performance, conduct systematic benchmarking, and address identified weaknesses while ensuring compliance with customer standards.
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Write efficient, production-quality code and debug complex distributed systems.
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Build and maintain internal tools to streamline training and evaluation workflows and automate repetitive tasks within secure development environments.
Qualifications:
Required Qualifications:
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Bachelor’s or master’s degree in computer science, Engineering, or a related field, or equivalent practical experience.
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5+ years of professional experience, including 2+ years with Python and ML frameworks such as Py Torch or Tensor Flow.
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Hands-on experience with training or fine-tuning LLMs or multimodal models.
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Familiarity with production ML systems and concepts like model serving, caching, batching, and monitoring.
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Understanding of distributed systems and cloud-based infrastructure.
Preferred Qualifications:
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Experience with containerization tools (e.g., Docker, Kubernetes).
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Exposure to MLOps or DevOps practices (CI/CD, automated testing, deployment).
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Interest in generative AI and open-source model ecosystems.
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Ability to work in a fast-paced, collaborative environment with a growth mindset.
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Strong communication and documentation skills.
This position will be open for a minimum of 5 days, with applications accepted on an ongoing basis until the position is filled.
Microsoft is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to age, ancestry, citizenship, color, family or medical care leave, gender identity or expression, genetic information, immigration status, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran or military status, race, ethnicity, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable local laws, regulations and ordinances. If you need assistance with religious accommodations and/or a reasonable accommodation due to a disability during the application process, read more about requesting accommodations.
総閲覧数
1
応募クリック数
0
模擬応募者数
0
スクラップ
0
類似の求人
Microsoftについて

Microsoft
PublicMicrosoft Corporation is an American multinational technology conglomerate headquartered in Redmond, Washington.
10,001+
従業員数
Redmond
本社所在地
$3000B
企業価値
レビュー
3.8
5件のレビュー
ワークライフバランス
4.1
報酬
4.3
企業文化
3.4
キャリア
3.2
経営陣
3.0
65%
友人に勧める
良い点
Excellent compensation and benefits package
Four-day workweek with improved work-life balance
Supportive managers and teams
改善点
High-pressure environment causing anxiety
Unprofessional interview processes
Limited creative work opportunities
給与レンジ
5,620件のデータ
Mid/L4
Principal/L7
Senior/L5
Staff/L6
Director
Mid/L4 · Applied Science
1件のレポート
$234,166
年収総額
基本給
$180,128
ストック
-
ボーナス
-
$234,166
$234,166
面接体験
1件の面接
難易度
4.0
/ 5
期間
14-28週間
体験
ポジティブ 0%
普通 0%
ネガティブ 100%
面接プロセス
1
Application Review
2
Recruiter Screen
3
Technical Phone Screen
4
Onsite/Virtual Interviews
5
Team Matching
6
Offer
よくある質問
Coding/Algorithm
System Design
Behavioral/STAR
Technical Knowledge
Culture Fit
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