Á¦¸ñ | ÇØ¿Ü R&D ¼®/¹Ú»ç ¹× »êÇÐÀåÇлý ¸ðÁý(µå·Ð °üÁ¦½Ã½ºÅÛ) | Á¶È¸¼ö | 201 |
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ä¿ë±â°ü | ¿¤ÁöÀ¯Ç÷¯½º | ÇÐÀ§±¸ºÐ | ¼®¡¤¹Ú»ç |
ºÐ¾ß | AI, ºòµ¥ÀÌÅÍ | ¸ðÁý±â°£(¸¶°¨ÀÏ) | 2020.02.16 |
÷ºÎÆÄÀÏ |
LGÀ¯Ç÷¯½º_R&D_¼®¹Ú»ç_¹×_»êÇÐÀåÇлý_¸ðÁý.pdf |
µî·ÏÀÏ | 2020.01.31 |
1. ¸ðÁý ºÐ¾ß ¹× Á÷¹« 1) ¡á ÀÚ¿¬¾î ó¸® (Natural Language Processing) - ÀÚ¿¬¾î ÀÌÇØ (Natural Language Understanding), ÀÚ¿¬¾î »ý¼º (Natural Language Generation), ±â°èµ¶ÇØ (Machine Reading Comprehension) - 꺿/´ëȸ𵨠(Chatbot), ÅýºÆ® ºÐ¼® (Text Analytics, Text Mining), ÁúÀÇÀÀ´ä ½Ã½ºÅÛ(Question Answering), °Ë»ö¿£Áø (Information Retrieval) ¡á À½¼ºÀÎ½Ä (Speech Recognition) - Speech Recognition (Acoustic/Language Model Design), Speaker Recognition (Speaker Identification/Verification), Speech Synthesis (Personalized Text to Speech) ¡á ¿µ»óÀÎ½Ä (Image & Video Recognition) - Object Detection/Tracking/Recognition, Facial Recognition, Behavior Recognition, Action Recognition, Scene Understanding, Context awareness, Visual Q&A, Video Captioning, Super Resolution ¡á Ãßõ (Recommender System) - Personalized Recommendation, Sequence Recommendation, Recommendation in multi-modality, where multi-modal data, Collaborative Filtering, Content-based Filtering, Statistical Learning, Deep Learninig, Reinforcement Learning ¡á AI ½Ã½ºÅÛ - Indexing in Search Engine, Machine Learning/Deep Learning Backend System, Parallel Distributed Processing System, Service Implementation for MSA ¡á AI Àü·« - Explore and analyze AI technology trends, AI technology roadmap and project management - Finding New technology experts / companies / institutions, Create an analysis report on new AI technologies. ¡á ÀΰøÁö´É µð¹ÙÀ̽º (HW, AI Device) - CPU, DSP, GPU, NPU¸¦ È°¿ëÇÑ On-Device AI ó¸® ±â¼ú (Skeleton Detection, Face Recognition, Context Awareness µî) - Hologram-based realistic 3D character (Unity, etc:) - Voice Signal pre-processing, Wake-up Word Detection - Audio output, Mic Input, Acoustic Optimization - Embedded SW/HW, TCP/IP Data Communication Protocol - Behavior Control, Autonomous, Sensing for Robot 2) ºòµ¥ÀÌÅÍ ¡á Data Scientist - ºñÁî´Ï½º ¹®Á¦ ÇØ°áÀ» À§ÇÑ µ¥ÀÌÅÍ ºÐ¼® ¹æ¹ý·Ð(¾Ë°í¸®Áò) Àû¿ë ¹× °³¹ß - ºòµ¥ÀÌÅÍ ºÐ¼®À» ÅëÇÑ ÀλçÀÌÆ® ¹ß±¼ ¹× ¿¹Ãø ¸ðµ¨¸µ : Advanced Analytics(Statistics, Optimization, Machine Learning, AI, Deep Learning, etc) ºÐ¾ßÀÇ ºÐ¼® ¼öÇà °æÇè º¸À¯ : ºÐ¼®/¸ðµ¨¸µ Tool(R, SAS, Python µî) ¹× °ü·Ã Skill ±â¹ÝÀÇ Á¤Çü/ºñÁ¤Çüµ¥ÀÌÅÍ ºÐ¼® ±â¼ú º¸À¯ : Tensorflow, Keras, Auto ML µî ºÐ¼® Framework »ç¿ë °æÇè º¸À¯ - ºòµ¥ÀÌÅÍ °ü·Ã °æÁø´ëȸ ¼ö»óÀÚ ¿ì´ë ¡á ºòµ¥ÀÌÅÍ Àü·« ÄÁ¼³ÅÏÆ® - U+ ³»¿ÜºÎ ´Ù¾çÇÑ µ¥ÀÌÅÍÀÇ ÀÌÇظ¦ ¹ÙÅÁÀ¸·Î µ¥ÀÌÅÍ È°¿ë ¾ÆÀ̵ð¾î¸¦ µµÃâÇÏ°í À̸¦ È°¿ëÇÑ »ç¾÷Àû¿ë ¹æ¾ÈÀ» ¼ö¸³ - °¢Á¾ µ¥ÀÌÅÍÀÇ À¶ÇÕÀ» ÅëÇØ »õ·Î¿î µ¥ÀÌÅÍ ÀλçÀÌÆ®¸¦ ¹ß±¼ÇÒ ¼ö ÀÖ´Â µ¥ÀÌÅÍ °¨°¢°ú âÀÇÀûÀÎ »ç°í°¡ ¿ä±¸µÊ ¡á Data engineer - µ¥ÀÌÅÍ °Å¹ö³Í½º °ü¸® - µ¥ÀÌÅÍ ºÐ¼® ÇÁ·¹ÀÓ¿öÅ© °³¹ß - ºñÁö´Ï½º ¹× µ¥ÀÌÅÍ ºÐ¼® ´ÏÁî¿¡ ¸Â°Ô µ¥ÀÌÅÍ ¸ðµ¨ ¹× ½ºÅ°¸¶ °³¹ß ¹× ¹ßÀü - ºÐ¼® ¹× ¸ðµ¨¸µ ¾÷¹«¿¡ »ç¿ëµÇ´Â ´ë¿ë·® µ¥ÀÌÅ͸¦ È¿À²ÀûÀ¸·Î »ç¿ëÇϱâ À§ÇÑ µ¥ÀÌÅÍ °¡°ø [º¸À¯ ½ºÅ³] - Hadoop, Hive µî ºòµ¥ÀÌÅÍ ºÐ¼® Ç÷§ÆûÀ» »ç¿ëÇÏ¿© ´ë¿ë·® µ¥ÀÌÅÍÀÇ ¼öÁý, °¡°ø ¿ª·® º¸À¯ - Java, python µî ÇÁ·Î±×·¥ SKILL º¸À¯ - ½Ç½Ã°£ µ¥ÀÌÅÍ ¼öÁý,½Ç½Ã°£ ¼ºñ½º ÀÌ¿ë ÇöȲ µî ¸®¾óŸÀÓ µ¥ÀÌÅÍÀÇ ¼öÁý ¹× ´ë¿ë·® ºÐ»ê ó¸® °³¹ß ±â¼ú º¸À¯ 3)¹Ìµð¾î ¡á AR ±â¹Ý ½Ç°¨Çü ºñµð¿À ±â¼ú - 2D À̹ÌÁö ÀÎ½Ä ¹× 3D °´Ã¼ ÀÎ½Ä µî ÄÄÇ»ÅÍ ºñÀü ±â¼ú - ½Ç°¨ ¿µ»óó¸® ÃÖÀûÈ ¹× 3D ·»´õ¸µ ±â¼ú °³¹ß - 2D/3D Ä«¸Þ¶ó À§Ä¡ Æ®·¢Å·(Positional Tracking), °´Ã¼ ÃßÀû ±â¼ú - ¼¾¼ ó¸® ±â¼ú(ÀÚÀÌ·Î, Depth map) - 3D SLAM °ø°£ ÀÎ½Ä ±â¼ú - ½Ç»ç ÄÁÅÙÃ÷ ĸÃÄ/µö·¯´×±â¹Ý 3D ±×·¡Çȱâ¼ú/ ¾Æ¹ÙŸ ¸ðµ¨¸µ ¹× »ý¼º±â¼ú/ Point Cloud »ý¼º ¹× ¾ÐÃà ±â¼ú - Ŭ¶ó¿ìµå ±â¹ÝÀÇ ¿µ»ó ÀνÄ/ÇÕ¼º/Àç»ý ±â¼ú - OpenCV, OpenGL, Unity µî 3D ÄÁÅÙÃ÷ ·£´õ¸µ ÃÖÀûÈ ±â¼ú ¡á VR ½Ç°¨Çü ºñµð¿À ±â¼ú - ½Ç°¨ 360/180 ÃÊ°íÈÁú ¿µ»óó¸® ÃÖÀûÈ ¹× ·»´õ¸µ ±â¼ú - ½Ç½Ã°£ eye/head/motion tracking ±â¼ú - ¸ð¼Çºí·¯ º¸»ó, »ö¼öÂ÷ºí·¯ º¸»ó, ÈÁú ¾÷½ºÄÉÀϸµ ±â¼ú - View Point Streaming, Ŭ¶ó¿ìµå ±â¹Ý 3D ±×·¡ÇÈ ±â¼ú - OpenCV, OpenGL, Unity µî 3D ÄÁÅÙÃ÷ ·£´õ¸µ ÃÖÀûÈ ±â¼ú ¡á ¹Ìµð¾î ½ÅÈ£ ó¸® ±â¼ú - ¿µ»ó ½ÅÈ£ ¾ÐÃà/º¯È¯ ±â¼ú (4K/8K, HDR, Super Resolution, WCG, HFR, ÃÊ´Ù½ÃÁ¡, VR,2D/3D, HEVC, FVC ÄÚµ¦) - ¿Àµð¿À ½ÅÈ£ ¾ÐÃà/º¯È¯ ±â¼ú (Automatic Loudness Control, 2D/3D (MPEG-H), ´ÙÁßä³Î) - ¹Ìµð¾î ½ÅÈ£ Ç°Áú ºÐ¼® ±â¼ú (QoS/QoE, ¹Ìµð¾î ½ÅÈ£ ºÐ¼®(ÆÐŶ·Î½º, Jitter, A/V Sync)) - ¹Ìµð¾î ¾ÏÈ£È ±â¼ú (½Ç½Ã°£/ºñ½Ç½Ã°£ ¾ÏÈ£È) - ¹Ìµð¾î Ç¥ÁØ ±â¼ú (MPEG-H, MPEG-I, ATSC3.0) ¡á ¹Ìµð¾î Àü¼Û ±â¼ú - ¹Ìµð¾î Àü¼Û ¹× ÀÀ¿ë±â¼ú (RTSP, RTMP, HLS, DASH, MMT, ROUTE, QUIC, CMAF, UDT, Viewport Àü¼Û µî) - Cloud Video ±â¼ú ¡á ¹Ìµð¾î ´Ü¸» Ç÷§Æû ±â¼ú - Embedded OS, Android OS ¹Ìµð¾î Ç÷§Æû ¹× ÀÀ¿ë - ¹æ¼Û ¹Ìµé¿þ¾î, ¹Ìµð¾î µð¹ÙÀ̽º Ç÷§Æû µðÀÚÀÎ ±â¼ú - End-to-end Video QoS/QoE Á¦¾î ±â¼ú - HCI µð¹ÙÀ̽º ¹× ÀÀ¿ë ±â¼ú - µö·¯´× ±â¹Ý ÀÀ¿ë ¼ºñ½º (°´Ã¼ÀνÄ, °Ë»ö, Ãßõ, °³ÀÎÈ µî) - ½Ç°¨ ¹Ìµð¾î ó¸® ¹× Àç»ý ±â¼ú - Ŭ¶ó¿ìµå ±â¹Ý ¹Ìµð¾î ´Ü¸» Ç÷§Æû ±â¼ú ¹× ÀÀ¿ë ¡á ¹Ìµð¾î ¾îÇø®ÄÉÀÌ¼Ç ±â¼ú - Adnroid ¹Ìµð¾îÇÁ·¹ÀÓ¿öÅ© - ºñµð¿À Àç»ý ó¸® ±â¼ú (HDR, HEVC/VP9 , HLS/MPEG-DASH, 360VR) - ¿Àµð¿À Àç»ýó¸® ±â¼ú (3D-Audio/°´Ã¼ ¿Àµð¿À (MPEG-H)) - Media Player ±â¼ú (¸ÖƼ¿µ»óÀç»ý,´ÜÀÏ¿µ»óÀç»ý, ¹è¼Óó¸® µî) - Native app, Web UI °³¹ß ±× ¿Ü ÀÚ¼¼ÇÑ ºÐ¾ß´Â ÷ºÎÆÄÀÏÀ» ÅëÇØ È®ÀÎÇÏ¿© Áֽñ⠹ٶø´Ï´Ù. 2. Áö¿øÀÚ°Ý ¡ß ÀÚ°Ý¿ä°Ç - ÀÌ°ø°è R&D ¼®/¹Ú»ç ÇÐÀ§ Ãëµæ ¿¹Á¤ÀÚ - Àü°ø : Àü±â/ÀüÀÚ/Åë½Å/ÄÄÇ»ÅÍ/»ê¾÷°øÇÐ/Åë°è Àü°øÀÚ ¶Ç´Â ±âŸ Àü°øÀÚ Áß ICT»ê¾÷¿¡ °ü½ÉÀÌ ÀÖÀ¸¸ç, ±â¼ú ÀÌÇصµ¸¦ °®Ãá ÀÚ - ÇØ¿Ü¿©Çà¿¡ °á°Ý»çÀ¯°¡ ¾ø´Â ÀÚ - ³²¼ºÀÇ °æ¿ì, ±ºÇÊÀÚ ¶Ç´Â ¸éÁ¦ÀÚ¿¡ ÇÑÇÏ¿© Áö¿ø °¡´É (Àü¹®¿¬±¸¿ä¿ø ÀüÁ÷´ë»óÀÚ Áö¿ø °¡´É) ¡ß Ãë¾÷º¸È£´ë»óÀÚ : Àå¾Ö, º¸ÈÆ ´ë»óÀÚ ¿ì´ë ¡Ø À§ ³»¿ë ±âÀç ½Ã, ¹Ýµå½Ã ÇØ´ç Áõºù¼·ù¸¦ Á¦ÃâÇÏ¼Å¾ß ÇÕ´Ï´Ù. ¡¡ (LG Careers ³» '³ªÀÇ Ã¤¿ë' - '³ªÀÇ Áö¿øÇöȲ' - '³ªÀÇ ÇÒ ÀÏ' ¸Þ´º¸¦ ÅëÇÑ ÃßÈÄ º°µµ °øÁö) ¡ß ¼±¹ß ÀýÂ÷ - ¼·ùÀüÇü ¡æ 1Â÷¸éÁ¢(È»ó) ¡æ 2Â÷¸éÁ¢(´ë¸é) ¡Ø Á¹¾÷ ÈÄ ÀÔ»ç - ¿ì¼ö ¸é´ãÀÚ¿¡ ÇÑÇÏ¿© LG Tech Conference 2020 ÃÊû(San Francisco, `20³â 4¿ù 4ÀÏ/Åä) - °³º° ¸éÁ¢ ÀÏÁ¤ ¾È³» ÈÄ ¸éÁ¢ ÁøÇà : ÀçÇÐ Áß Ãë¾÷ È®Á¤ ¡Ø Èñ¸ÁÀÚ¿¡ ÇÑÇØ »êÇÐÀåÇÐ±Ý Áö±Þ 3. Á¦Ãâ¹æ¹ý ¡ß Áö¿ø¼ Á¢¼ö ±â°£ : 2020³â 1¿ù 27ÀÏ(¿ù) ~ 2¿ù 16ÀÏ(ÀÏ) 17½Ã ¡Ø Çѱ¹½Ã°£ ±âÁØ ¡ß Áö¿ø ¹æ¹ý : LG Careers (careers.lg.com)À» ÅëÇÑ ¿Â¶óÀÎ Á¢¼ö ¹× ¾Æ·¡ ´ã´çÀÚ¿¡°Ô ¸ÞÀÏ Á¢¼ö °¡´É(¿Â¶óÀÎ Á¢¼ö ±ÇÀå) - ksa117@lguplus.co.kr ¡ß °ü·Ã ¹®ÀÇ : LG Careers (careers.lg.com) ³» 'ä¿ë¹®ÀÇ' - '1:1Áú¹®Çϱâ'¸¦ ÀÌ¿ëÇØÁֽñ⠹ٶø´Ï´Ù. ¡Ø ÀÚ¼¼ÇÑ »çÇ×Àº ä¿ë ȨÆäÀÌÁö¸¦ ÂüÁ¶ÇÏ¿© Áֽñ⠹ٶø´Ï´Ù. http://apply.lg.com/app/job/RetrieveJobNoticesDetail.rpi
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