Data Scientist - Hanoi

M t cng vic:

1. Phn tch & x l d liu

- Thu thp, lm sch, chun ha d liu t nhiu ngun khc nhau (database, API, file).

- X l d liu phi cu trc, c bit l d liu vn bn (text, PDF, HTML).

- Khai thc d liu lch s xy dng cc bo co v dashboard phn tch.

2. Xy dng m hnh & thut ton

- Pht trin m hnh Machine Learning / Deep Learning phc v phn loi, gi , d bo.

- ng dng NLP (Natural Language Processing) phn tch, tm kim v trch xut thng tin t vn bn php lut.

- Ti u hiu sut v chnh xc ca m hnh.

3. Thit k & trin khai gii php d liu

- Xy dng pipeline x l d liu t ng (ETL/ELT).

- Tham gia thit k kin trc kho d liu (Data Warehouse, Data Lake).

- Trin khai API hoc cng c h tr khai thc d liu.

4. Ch ng hp tc

- Lm vic vi Business Analyst hiu yu cu nghip v v tiu ch phn tch.

- Phi hp vi team pht trin phn mm tch hp m hnh vo h thng.

5. Nghin cu & ci tin

- Cp nht xu hng v cng ngh mi trong lnh vc khoa hc d liu, AI, NLP.

- xut gii php ci tin cht lng v tc x l d liu.

Yu cu ng vin:

1. Trnh hc vn: Tt nghip H/ThS ngnh Khoa hc d liu, Ton Tin, CNTT, H thng thng tin hoc lin quan.

2. Kinh nghim:

- 24 nm lm vic trong lnh vc Data Science, u tin kinh nghim vi d liu vn bn.

- Li th: tng tham gia nghin cu, xy dng H thng c s d liu quc gia v vn bn php lut hoc cc h thng d liu php l quy m ln.

3. K nng & cng c:

- Thnh tho Python/R, th vin ML & NLP (scikit-learn, TensorFlow, PyTorch, spaCy, NLTK).

- Hiu bit v cc h qun tr CSDL (SQL, NoSQL).

- Kinh nghim trin khai pipeline d liu (Airflow, Luigi) v cng c Big Data (Hadoop, Spark).

- K nng x l d liu phi cu trc, OCR, nhn dng thc th (NER).

- Ngoi ng: Ting Anh tt c hiu ti liu k thut v nghin cu hc thut.

Quyn li v ch :

- Thu nhp cnh tranh theo nng lc ng vin. Lng thng 13 v thng KPI;

- Tham gia o to nng cao chuyn mn v k nng dnh cho cng vic. Tham gia thi chng ch chuyn mn quc t do Cng ty ti tr;

- Tham gia cc hot ng teambuilding, mng cng v ngh mt hng nm;

- 15 ngy php/nm v cc ngy ngh L theo quy nh;

- Bo him sc khe FPTCare cho bn thn v c hi mua u i cho ngi thn. Khm sc khe nh k hng nm;

- Mi trng tr trung, nng ng, hot ng vn ha tng hi phong ph. iu kin lm vic hin i, vn minh; cng c phn mm v qun l v tc nghip tin tin nht;

- Tham gia cc hot ng vn ho, s kin hp dn ca Cng ty FPT IS v Tp on FPT;

- Xem xt tng lng hng nm;

- Ch h tr mua nh, mua xe cho cn b nhn vin cng ngh.