- Key Areas: Natural Language Processing, Computer Vision, Deep Learning, Reinforcement Learning, Predictive Analytics, Neural Networks, AI Ethics, MLOps, and Generative AI.
- Industry Impact: AI & ML professionals work on cutting-edge projects including autonomous vehicles, medical diagnosis systems, recommendation engines, fraud detection, chatbots, image recognition, and much more.
- Junior ML Engineer
- Data Analyst
- AI Research Assistant
- ML Intern
- Focus: Learning fundamentals, data preprocessing, model training, basic algorithms.
- ML Engineer
- Data Scientist
- AI Developer
- Computer Vision Engineer
- Focus: Model optimization, production deployment, complex algorithms, team collaboration.
- Senior ML Engineer
- Senior Data Scientist
- AI Research Scientist
- ML Architect
- Focus: System architecture, research leadership, mentoring, strategic planning.
- Principal ML Engineer
- Lead Data Scientist
- AI Director
- VP of AI/ML
- Focus: Organizational strategy, innovation, team building, cross-functional leadership.
- Bachelor’s degree in Computer Science, Mathematics, Statistics, or related field (minimum);
- Master’s or PhD preferred for research and senior positions;
- Strong foundation in linear algebra, calculus, probability, and statistics.
- Programming: Python, R, Java, C++, SQL;
- ML Frameworks: TensorFlow, PyTorch, Scikit-learn, Keras;
- Cloud Platforms: AWS, Google Cloud, Azure ML;
- Big Data: Spark, Hadoop, distributed computing;
- Version Control: Git, GitHub, MLflow.
- Strong analytical and problem-solving abilities;
- Excellent communication for explaining complex concepts;
- Collaboration and teamwork skills;
- Continuous learning mindset;
- Business acumen and strategic thinking.
- Entry Level: $12,000 – $24,000/year
- Mid Level: $24,000 – $48,000/year
- Senior Level: $48,000 – $80,000+/year
- Entry Level: $30,000 – $60,000/year
- Mid Level: $60,000 – $120,000/year
- Senior Level: $120,000 – $200,000+/year
- Entry Level: $80,000 – $120,000/year
- Mid Level: $120,000 – $180,000/year
- Senior Level: $180,000 – $300,000+/year
- Stock options or equity in startups;
- Performance bonuses (10-30% of base salary);
- Health insurance and wellness programs;
- Remote work flexibility;
- Professional development budget;
- Conference attendance and learning resources;
- Relocation assistance for international roles.
- Junior Machine Learning Engineer: Build and train ML models, data preprocessing, model evaluation.
- Data Analyst (AI Focus): Analyze datasets, create visualizations, support ML projects.
- AI Research Assistant: Support research projects, literature review, experiment implementation.
- Machine Learning Engineer: Design and deploy ML systems, optimize models, production deployment.
- Data Scientist: Extract insights from data, build predictive models, business analysis.
- Computer Vision Engineer: Image processing, object detection, facial recognition systems.
- NLP Engineer: Text analysis, chatbots, language models, sentiment analysis.
- Senior ML Engineer / Architect: System design, technical leadership, architecture decisions.
- AI Research Scientist: Conduct original research, publish papers, advance AI techniques.
- MLOps Engineer: Production ML pipelines, monitoring, deployment automation.
- AI Product Manager: Product strategy, stakeholder management, AI roadmap planning.
- Principal ML Engineer: Technical vision, cross-team collaboration, innovation leadership.
- Director of AI/ML: Department management, strategy, budget, hiring.
- VP of AI / Chief AI Officer: Executive leadership, company-wide AI strategy, board reporting
- VinAI Research
- FPT AI
- Zalo AI
- Viettel Cyberspace Center
- VNG AI Lab
- MISA AI
- Tiki Labs
- Momo AI
- Shopee Vietnam
- Grab Vietnam
- Hugging Face
- Scale AI
- DataRobot
- UiPath
- Snorkel AI
- Cohere
- Stability AI
- Midjourney
- Runway ML
- Element AI: Enterprise AI
- Mila (Quebec AI Institute)
- Vector Institute
- Shopify ML
- OpenText AI
- Ada Support
- Integrate.ai
- Deep Genomics: Privacy-Preserving AI
- Cohere: NLP Platform
- DarwinAI: Explainable AI
- Samsung AI Research
- LG AI Research
- Naver AI Lab
- Kakao Brain
- SK Telecom AI
- Upstage AI
- Scatter Lab
- Lunit
- Preferred Networks
- Sony AI
- Rakuten Institute of Technology
- Toyota Research Institute
- NTT Data
- SoftBank Robotics
- Hitachi AI Technology
- Fujitsu AI Innovation
- LINE Corporation
- Mercari
- Baidu AI
- Alibaba DAMO Academy
- Tencent AI Lab
- ByteDance AI Lab
- SenseTime
- Megvii (Face++)
- iFlytek
- Horizon Robotics
- 4Paradigm
- Huawei AI
- Grab AI
- Sea Group (Shopee AI)
- Razer Fintech
- Ninja Van
- PatSnap
- AI Singapore
- Carousell
- Zilingo
- Canva AI
- Atlassian Intelligence
- Autopilot
- Harrison.ai
- Flamingo AI
- Complexica
- CSIRO’s Data61
- Baraja
- DeepMind
- Stability AI
- BenevolentAI
- Graphcore
- Improbable
- FiveAI
- Faculty AI
- Babylon Health
- Revolut ML
- Darktrace
- OpenAI
- Google AI / DeepMind
- Meta AI (FAIR)
- Microsoft Research AI
- Amazon AI / AWS
- Apple Machine Learning
- NVIDIA AI
- Anthropic
- Scale AI
- Databricks
- Hugging Face
- Cruise (GM)
- Waymo (Alphabet)
- Tesla Autopilot
- Palantir
- C3.ai
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