AI/ML Consultant, Professional Services at Amazon

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Amazon
AI/ML Consultant, Professional Services
KR, Seoul

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Excited by using massive amounts of data to develop Machine Learning (ML) and Deep Learning (DL) models? Want to help the largest global enterprises derive business value through the adoption of Artificial Intelligence (AI)? Eager to learn from many different enterpriseโ€™s use cases of AWS ML and DL? Thrilled to be key part of Amazon, who has been investing in Machine Learning for decades, pioneering and shaping the worldโ€™s AI technology?

At Amazon Web Services (AWS), we are helping large enterprises build ML and DL models on the AWS Cloud. We are applying predictive technology to large volumes of data and against a wide spectrum of problems. Our Professional Services organization works together with our AWS customers to address their business needs using AI.

๋จธ์‹  ๋Ÿฌ๋‹ (ML) ๋ฐ ๋”ฅ ๋Ÿฌ๋‹ (DL) ๋ชจ๋ธ์„ ๊ฐœ๋ฐœํ•˜๊ธฐ ์œ„ํ•ด ๋ฐฉ๋Œ€ํ•œ ์–‘์˜ ๋ฐ์ดํ„ฐ๋ฅผ ์‚ฌ์šฉํ•˜๋Š” ๊ฒƒ์— ํฅ๋ฏธ๋ฅผ ๋Š๋ผ์‹ญ๋‹ˆ๊นŒ? ์ธ๊ณต ์ง€๋Šฅ (AI)์„ ์‚ฌ์šฉํ•˜์—ฌ ์„ธ๊ณ„ ์ตœ๋Œ€ ๊ธฐ์—…์˜ ๋น„์ฆˆ๋‹ˆ์Šค ๊ฐ€์น˜์˜ ์ฐฝ์ถœ์„ ์ง€์›ํ•˜๊ณ  ์‹ถ์œผ์‹ญ๋‹ˆ๊นŒ? ๋‹ค์–‘ํ•œ ๊ธฐ์—…์˜ ์•„๋งˆ์กด์›น์„œ๋น„์Šค(AWS) ๋จธ์‹  ๋Ÿฌ๋‹ ๋ฐ ๋”ฅ๋Ÿฌ๋‹ ์‚ฌ๋ก€๋ฅผ ๋ฐฐ์šฐ๊ณ  ์‹ถ์œผ์‹ญ๋‹ˆ๊นŒ? ์ˆ˜์‹ญ ๋…„ ๋™์•ˆ ๋จธ์‹  ๋Ÿฌ๋‹์— ํˆฌ์žํ•˜์—ฌ AI ๊ธฐ์ˆ ์„ ๊ฐœ์ฒ™ํ•˜๊ณ  ํ˜•์„ฑํ•ด ์˜จ ์•„๋งˆ์กด์—์„œ ์ผํ•˜๊ณ  ์‹ถ์œผ์‹ญ๋‹ˆ๊นŒ?

AWS๋Š” ๊ธฐ์—…๋“ค์ด ํด๋ผ์šฐ๋“œ์—์„œ ๋จธ์‹ ๋Ÿฌ๋‹ ๋ฐ ๋”ฅ๋Ÿฌ๋‹ ๋ชจ๋ธ์„ ๊ตฌ์ถ• ํ•  ์ˆ˜ ์žˆ๋„๋ก ์ง€์›ํ•ฉ๋‹ˆ๋‹ค. ์šฐ๋ฆฌ๋Š” ๋Œ€์šฉ๋Ÿ‰ ๋ฐ์ดํ„ฐ๋‚˜ ๋‹ค์–‘ํ•œ ์ด์Šˆ์— ์˜ˆ์ธก ๊ธฐ์ˆ ์„ ์ ์šฉํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ํ”„๋กœํŽ˜์…”๋„ ์„œ๋น„์Šค ์กฐ์ง์€ AWS ๊ณ ๊ฐ๊ณผ ํ˜‘๋ ฅํ•˜๊ณ  AI๋ฅผ ํ™œ์šฉํ•˜์—ฌ ์‚ฌ์—…์  ์š”๊ตฌ ์‚ฌํ•ญ์„ ํ•ด๊ฒฐํ•ฉ๋‹ˆ๋‹ค.


Key job responsibilities
A successful candidate will be a person who enjoys diving deep into data, doing analysis, discovering root causes, and designing long-term solutions. It will be a person who likes to have fun, loves to learn, and wants to innovate in the world of AI. Major responsibilities include:
- Understand the customerโ€™s business need and guide them to a solution using our AWS AI Services, AWS AI Platforms, AWS AI Frameworks, and AWS AI EC2 Instances .
- Assist customers by being able to deliver a ML / DL project from beginning to end, including understanding the business need, aggregating data, exploring data, building & validating predictive models, and deploying completed models to deliver business impact to the organization.
- Use Deep Learning frameworks like MXNet, Caffe 2, Tensorflow, Theano, CNTK, and Keras to help our customers build DL models.
- Use SparkML and Amazon Machine Learning (AML) to help our customers build ML models.
- Work with our Professional Services Big Data consultants to analyze, extract, normalize, and label relevant data.
- Work with our Professional Services DevOps consultants to help our customers operationalize models after they are built.
- Assist customers with identifying model drift and retraining models.

ํ”„๋กœํŽ˜์…”๋„ ์„œ๋น„์ŠคํŒ€์€ ๋ฐ์ดํ„ฐ๋ฅผ ์‹ฌ์ธต ๋ถ„์„ํ•˜์—ฌ ๊ทธ ์›๋ฆฌ๋ฅผ ๋ฐœ๊ฒฌํ•˜๊ณ  ์žฅ๊ธฐ ์†”๋ฃจ์…˜ ์„ค๊ณ„๋ฅผ ๊ฒฝํ—˜ํ•ด๋ณด์‹  ๋ถ„๋“ค์„ ์ฑ„์šฉํ•˜๊ณ ์ž ํ•ฉ๋‹ˆ๋‹ค. ์ƒˆ๋กœ์šด ๊ฒƒ์„ ๋ฐฐ์šฐ๊ณ , AI ๊ธฐ์ˆ  ํ˜์‹ ์— ๊ด€์‹ฌ์ด ์žˆ๋Š” ๋ถ„๋“ค์„ ๋Œ€์ƒ์œผ๋กœ ํ•˜๋ฉฐ ์ฃผ์š” ์—…๋ฌด๋Š” ์•„๋ž˜์™€ ๊ฐ™์Šต๋‹ˆ๋‹ค.

- ๊ณ ๊ฐ์˜ ์‚ฌ์—…์  ๋‹ˆ์ฆˆ๋ฅผ ์ดํ•ดํ•˜๊ณ  AWS AI ์„œ๋น„์Šค, ํ”Œ๋žซํผ, ํ”„๋ ˆ์ž„์›Œํฌ ๋ฐ AWS AI EC2 ์ธ์Šคํ„ด์Šค๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ์†”๋ฃจ์…˜์„ ์ฐพ์Šต๋‹ˆ๋‹ค.
- ๊ณ ๊ฐ์˜ ML / DL ํ”„๋กœ์ ํŠธ๋ฅผ ์ง€์›์„ ์œ„ํ•ด ์‚ฌ์—… ๋‹ˆ์ฆˆ ์ดํ•ด, ๋ฐ์ดํ„ฐ ์ง‘๊ณ„, ๋ฐ์ดํ„ฐ ํƒ์ƒ‰, ์˜ˆ์ธก ๋ชจ๋ธ ๊ตฌ์ถ• ๋ฐ ๊ฒ€์ฆ, ์™„๋ฃŒ๋œ ๋ชจ๋ธ ๋ฐฐํฌ๋ฅผ ์ˆ˜ํ–‰ํ•ฉ๋‹ˆ๋‹ค.
- MXNet, Caffe 2, Tensorflow, Theano, CNTK ๋ฐ Keras์™€ ๊ฐ™์€ ๋”ฅ ๋Ÿฌ๋‹ ํ”„๋ ˆ์ž„ ์›Œํฌ๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ๊ณ ๊ฐ์ด DL ๋ชจ๋ธ์„ ๊ตฌ์ถ•ํ•˜๋„๋ก ์ง€์›ํ•ฉ๋‹ˆ๋‹ค.
- SparkML ๋ฐ Amazon Machine Learning (AML)์„ ์‚ฌ์šฉํ•˜์—ฌ ๊ณ ๊ฐ์ด ML ๋ชจ๋ธ์„ ๊ตฌ์ถ• ํ•  ์ˆ˜ ์žˆ๋„๋ก ์ง€์›ํ•ฉ๋‹ˆ๋‹ค.
- ํ”„๋กœํŽ˜์…”๋„์„œ๋น„์ŠคํŒ€์˜ ๋น… ๋ฐ์ดํ„ฐ ์ปจ์„คํ„ดํŠธ์™€ ํ˜‘๋ ฅํ•˜์—ฌ ๊ด€๋ จ ๋ฐ์ดํ„ฐ๋ฅผ ๋ถ„์„, ์ถ”์ถœ, ์ •๊ทœํ™” ๋ฐ ๋ ˆ์ด๋ธ”๋งํ•ฉ๋‹ˆ๋‹ค.
- ํ”„๋กœํŽ˜์…”๋„์„œ๋น„์ŠคํŒ€์˜ DevOps ์ปจ์„คํ„ดํŠธ์™€ ํ˜‘๋ ฅํ•˜์—ฌ ๊ณ ๊ฐ์ด ๋ชจ๋ธ์„ ๊ตฌ์ถ• ํ•œ ํ›„ ์šด์˜ ํ•  ์ˆ˜ ์žˆ๋„๋ก ์ง€์›ํ•ฉ๋‹ˆ๋‹ค.
- ๊ณ ๊ฐ์ด ๋ชจ๋ธ ๋“œ๋ฆฌํ”„ํŠธ๋ฅผ ์‹๋ณ„ํ•˜๊ณ  ๋ชจ๋ธ์„ ์žฌ๊ต์œกํ•˜๋„๋ก ์ง€์›ํ•ฉ๋‹ˆ๋‹ค

About the team
Sales, Marketing and Global Services (SMGS)

AWS Sales, Marketing, and Global Services (SMGS) is responsible for driving revenue, adoption, and growth from the largest and fastest-growing small- and mid-market accounts to enterprise-level customers, including the public sector. The AWS Global Support team interacts with leading companies and believes that world-class support is critical to customer success. AWS Support also partners with a global list of customers that are building mission-critical applications on top of AWS services.

AWS ์˜์—…, ๋งˆ์ผ€ํŒ… ๋ฐ ๊ธ€๋กœ๋ฒŒ ์„œ๋น„์Šค (SMGS) ๋Š” ํฌ๊ณ  ๋น ๋ฅด๊ฒŒ ์„ฑ์žฅํ•˜๋Š”, ๊ณต๊ณต ๋ถ€๋ฌธ์—์„œ ์—”ํ„ฐํ”„๋ผ์ด์ฆˆ์— ์ด๋ฅด๊ธฐ๊นŒ์ง€ ๊ณ ๊ฐ์˜ ์„ฑ์žฅ์„ ๋•๋Š” ์—ญํ• ์„ ํ•ฉ๋‹ˆ๋‹ค. AWS ๊ธ€๋กœ๋ฒŒ ์ง€์› ํŒ€์€ ๊ธ€๋กœ๋ฒŒ ๊ธฐ์—…๊ณผ ๊ต๋ฅ˜ํ•˜๋ฉฐ ๊ณ ๊ฐ์˜ ์„ฑ๊ณต์„ ๋•์Šต๋‹ˆ๋‹ค. ๋˜ํ•œ AWS Support๋Š” AWS ์„œ๋น„์Šค๋ฅผ ๊ธฐ๋ฐ˜์œผ๋กœ ๋ฏธ์…˜ ํฌ๋ฆฌํ‹ฐ์ปฌ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์„ ๊ตฌ์ถ•ํ•˜๋Š” ์ „ ์„ธ๊ณ„ ๊ณ ๊ฐ ๋ชฉ๋ก๊ณผ๋„ ํŒŒํŠธ๋„ˆ ๊ด€๊ณ„๋ฅผ ๋งบ๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.
ํ”„๋กœํŽ˜์…”๋„ ์„œ๋น„์ŠคํŒ€์€ AWS ๋‚ด ๊ธ€๋กœ๋ฒŒ ์„œ๋น„์ŠคํŒ€์— ์†Œ์†๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค.

About AWS
Diverse Experiences
AWS values diverse experiences. Even if you do not meet all of the qualifications and skills listed in the job description, we encourage candidates to apply. If your career is just starting, hasnโ€™t followed a traditional path, or includes alternative experiences, donโ€™t let it stop you from applying.

Why AWS?
Amazon Web Services (AWS) is the worldโ€™s most comprehensive and broadly adopted cloud platform. We pioneered cloud computing and never stopped innovating โ€” thatโ€™s why customers from the most successful startups to Global 500 companies trust our robust suite of products and services to power their businesses.

Inclusive Team Culture
Here at AWS, itโ€™s in our nature to learn and be curious. Our employee-led affinity groups foster a culture of inclusion that empower us to be proud of our differences. Ongoing events and learning experiences, including our Conversations on Race and Ethnicity (CORE) and AmazeCon (gender diversity) conferences, inspire us to never stop embracing our uniqueness.

Mentorship & Career Growth
Weโ€™re continuously raising our performance bar as we strive to become Earthโ€™s Best Employer. Thatโ€™s why youโ€™ll find endless knowledge-sharing, mentorship and other career-advancing resources here to help you develop into a better-rounded professional.

Work/Life Balance
We value work-life harmony. Achieving success at work should never come at the expense of sacrifices at home, which is why we strive for flexibility as part of our working culture. When we feel supported in the workplace and at home, thereโ€™s nothing we canโ€™t achieve in the cloud.

๋‹ค์–‘์„ฑ
AWS๋Š” ๋‹ค์–‘ํ•œ ๊ฒฝํ—˜์„ ์ค‘์š”ํ•˜๊ฒŒ ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค. JD์— ๋‚˜์™€ ์žˆ๋Š” ์ž๊ฒฉ ๋ฐ ๊ธฐ์ˆ ์„ ๋ชจ๋‘ ์ถฉ์กฑํ•˜์ง€ ๋ชปํ•˜๋”๋ผ๋„ ์ง€์›์ž๊ฐ€ ์ง€์›ํ•˜๋„๋ก ๊ถŒ์žฅํ•ฉ๋‹ˆ๋‹ค. ๊ฒฝ๋ ฅ์„ ์ด์ œ ๋ง‰ ์‹œ์ž‘ํ•˜์˜€๊ฑฐ๋‚˜, ์ „ํ†ต์ ์ธ ๊ฒฝ๋ ฅ์„ ์Œ“์ง€ ์•Š์•˜๊ฑฐ๋‚˜, ์กฐ๊ธˆ ๋‹ค๋ฅธ ๊ฒฝํ—˜์„ ์Œ“์•˜๋‹ค๊ณ , ์ง€์›์„ ์ค‘๋‹จํ•˜์‹ค ํ•„์š”๋Š” ์—†์Šต๋‹ˆ๋‹ค.

AWS๋ฅผ ์„ ํƒํ•ด์•ผ ํ•˜๋Š” ์ด์œ 
์•„๋งˆ์กด ์›น ์„œ๋น„์Šค (AWS) ๋Š” ์„ธ๊ณ„์—์„œ ๊ฐ€์žฅ ํฌ๊ด„์ ์ด๊ณ  ๋„๋ฆฌ ์ฑ„ํƒ๋œ ํด๋ผ์šฐ๋“œ ํ”Œ๋žซํผ์ž…๋‹ˆ๋‹ค.์šฐ๋ฆฌ๋Š” ํด๋ผ์šฐ๋“œ ์ปดํ“จํŒ… ์‹œ์žฅ์„ ๊ฐœ์ฒ™ํ–ˆ์œผ๋ฉฐ ํ˜์‹ ์„ ๋ฉˆ์ถ”์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค. ์ด๊ฒƒ์ด ๋ฐ”๋กœ ๊ฐ€์žฅ ์„ฑ๊ณต์ ์ธ ์Šคํƒ€ํŠธ์—…๋ถ€ํ„ฐ Global 500 ๊ธฐ์—…์— ์ด๋ฅด๋Š” ๊ณ ๊ฐ์ด AWS์˜ ์ œํ’ˆ ๋ฐ ์„œ๋น„์Šค ์ œํ’ˆ๊ตฐ์„ ์‹ ๋ขฐํ•˜๋Š” ์ด์œ ์ž…๋‹ˆ๋‹ค.

์ผ๊ณผ ์‚ถ์˜ ๊ท ํ˜•
์šฐ๋ฆฌ๋Š” ์ผ๊ณผ ์‚ถ์˜ ์กฐํ™”๋ฅผ ์ค‘์š”ํ•˜๊ฒŒ ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค.์ง์žฅ์—์„œ์˜ ์„ฑ๊ณต์„ ์œ„ํ•ด ๊ฐ€์ •์—์„œ์˜ ํฌ์ƒ์„ ๊ฐ์ˆ˜ํ•ด์„œ๋Š” ์•ˆ ๋ฉ๋‹ˆ๋‹ค. ๊ทธ๋ ‡๊ธฐ ๋•Œ๋ฌธ์— ์œ ์—ฐํ•œ ๊ทผ๋ฌด ์‹œ๊ฐ„๊ณผ ๊ทผ๋ฌด ๋ฐฉ์‹์ด ์šฐ๋ฆฌ ๋ฌธํ™”์˜ ์ผ๋ถ€์ž…๋‹ˆ๋‹ค.์ง์žฅ๊ณผ ๊ฐ€์ •์—์„œ ์ง€์ง€๋ฐ›๋Š”๋‹ค๊ณ  ๋Š๋‚„ ๋•Œ ํด๋ผ์šฐ๋“œ๋กœ๋Š” ๋‹ฌ์„ฑํ•  ์ˆ˜ ์—†๋Š” ๊ฒƒ์ด ์—†์Šต๋‹ˆ๋‹ค.

ํฌ์šฉ์ ์ธ ํŒ€ ๋ฌธํ™”
AWS์—์„œ๋Š” ๋ฐฐ์šฐ๊ณ  ํ˜ธ๊ธฐ์‹ฌ์„ ๊ฐ–๋Š” ๊ฒƒ์ด ์šฐ๋ฆฌ์˜ ๋ณธ๋Šฅ์ž…๋‹ˆ๋‹ค.์ง์›์ด ์ฃผ๋„ํ•˜๋Š” ์–ดํ”ผ๋‹ˆํ‹ฐ ๊ทธ๋ฃน์€ ์„œ๋กœ ๋‹ค๋ฅธ ์ ์„ ์ž๋ž‘์Šค๋Ÿฝ๊ฒŒ ์—ฌ๊ธธ ์ˆ˜ ์žˆ๋Š” ํฌ์šฉ์˜ ๋ฌธํ™”๋ฅผ ์กฐ์„ฑํ•ฉ๋‹ˆ๋‹ค.์ธ์ข… ๋ฐ ๋ฏผ์กฑ์— ๊ด€ํ•œ ๋Œ€ํ™” (CORE) ๋ฐ AmazeCon (์„ฑ๋ณ„ ๋‹ค์–‘์„ฑ) ์ปจํผ๋Ÿฐ์Šค๋ฅผ ํฌํ•จํ•˜์—ฌ ์ง„ํ–‰ ์ค‘์ธ ์ด๋ฒคํŠธ์™€ ํ•™์Šต ๊ฒฝํ—˜์€ ์šฐ๋ฆฌ๊ฐ€ ์šฐ๋ฆฌ์˜ ๋…์ฐฝ์„ฑ์„ ๋ฐ›์•„๋“ค์ผ ์ˆ˜ ์žˆ๋„๋ก ์˜๊ฐ์„ ์ค๋‹ˆ๋‹ค.

๋ฉ˜ํ† ์‹ญ ๋ฐ ๊ฒฝ๋ ฅ ๊ฐœ๋ฐœ
์šฐ๋ฆฌ๋Š” ์„ธ๊ณ„ ์ตœ๊ณ ์˜ ๊ณ ์šฉ์ฃผ๊ฐ€ ๋˜๊ธฐ ์œ„ํ•ด ๋…ธ๋ ฅํ•˜๋ฉด์„œ ์ง€์†์ ์œผ๋กœ ์„ฑ๊ณผ ๊ธฐ์ค€์„ ๋†’์ด๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.๊ทธ๋ ‡๊ธฐ ๋•Œ๋ฌธ์— ๋” ๋‹ค์žฌ๋‹ค๋Šฅํ•œ ์ „๋ฌธ๊ฐ€๋กœ ๋ฐœ์ „ํ•˜๋Š” ๋ฐ ๋„์›€์ด ๋˜๋Š” ์ง€์‹ ๊ณต์œ , ๋ฉ˜ํ† ์‹ญ ๋ฐ ๊ธฐํƒ€ ๊ฒฝ๋ ฅ ๊ฐœ๋ฐœ ๋ฆฌ์†Œ์Šค๋ฅผ ์ฐพ์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

์ผ๊ณผ ์‚ถ์˜ ๊ท ํ˜•
์šฐ๋ฆฌ๋Š” ์ผ๊ณผ ์‚ถ์˜ ์กฐํ™”๋ฅผ ์ค‘์š”ํ•˜๊ฒŒ ์ƒ๊ฐํ•ฉ๋‹ˆ๋‹ค.์ง์žฅ์—์„œ์˜ ์„ฑ๊ณต์„ ์œ„ํ•ด ๊ฐ€์ •์—์„œ์˜ ํฌ์ƒ์„ ๊ฐ์ˆ˜ํ•ด์„œ๋Š” ์ ˆ๋Œ€ ์•ˆ ๋ฉ๋‹ˆ๋‹ค. ์ด๊ฒƒ์ด ๋ฐ”๋กœ ์šฐ๋ฆฌ๊ฐ€ ๊ทผ๋ฌด ๋ฌธํ™”์˜ ์ผํ™˜์œผ๋กœ ์œ ์—ฐ์„ฑ์„ ์ถ”๊ตฌํ•˜๊ธฐ ์œ„ํ•ด ๋…ธ๋ ฅํ•˜๋Š” ์ด์œ ์ž…๋‹ˆ๋‹ค.์ง์žฅ๊ณผ ๊ฐ€์ •์—์„œ ์ง€์ง€๋ฐ›๋Š”๋‹ค๊ณ  ๋Š๋‚„ ๋•Œ ํด๋ผ์šฐ๋“œ๋กœ๋Š” ๋‹ฌ์„ฑํ•  ์ˆ˜ ์—†๋Š” ๊ฒƒ์ด ์—†์Šต๋‹ˆ๋‹ค.

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Seoul, KOR

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