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职位Infosys

Senior Data Analyst

Infosys

Senior Data Analyst

Infosys

Alpharetta, GA

·

On-site

·

Full-time

·

3d ago

Infosys is seeking a Senior Lead Analyst with Machine Learning (ML), AI and Python experience. Ideal candidate is expected to have prior experience in end-to-end implementation of Machine Learning models that includes identification of 'right' problem, designing 'optimum' solution, implementing using 'best in class' practices and deploying the models to production. Will work in alignment with data strategy at various clients, using multiple technologies and platforms.

Required Data Scientist Qualifications:

  • Bachelor's Degree or foreign equivalent will also consider three years of progressive experience in the specialty in lieu of every year of education.
  • At least 5 years of Information Technology experience
  • At least 2 years of hands-on Gen AI / Agentic AI and data science with machine learning
  • Strong knowledge of Python
  • Experience of deploying the Gen AI applications with one of the Agent Frameworks like Langgraph, Autogen, Crew AI.
  • Experience in deploying the Gen AI stack/services provided by various platforms such as AWS, GCP, Azure, IBM Watson
  • Experience in Generative AI and working with multiple Large Language Models and implementing Advanced RAG based solutions.
  • Experience in processing/ingesting unstructured data from PDFs, HTML, Image files, audio to text etc.
  • Experience with data gathering, data quality, system architecture, coding best practices
  • Hands-on experience with Vector Databases (such as FAISS, Pinecone, Weaviate, or Azure AI Search).
  • Experience with Lean / Agile development methodologies
  • This position may require travel, will involve close co-ordination with offshore teams
  • This position is located in Raleigh, NC / Richardson, TX / Tempe, AZ / Phoenix, AZ / Charlotte, NC / Houston, TX /Alpharetta, GA or is willing to relocate.

Preferred Data Scientist Qualifications:

  • 5 years of hands-on experience with more than one programming language; Python, R, Scala, Java, SQL
  • Hands-on experience with CI/CD pipelines and DevOps tools like Jenkins, GitHub Actions, or Terraform.
  • Proficiency in NoSQL and SQL databases (PostgreSQL, MongoDB, CosmosDB, DynamoDB).
  • Experience in Python AI/ML frameworks such as Tensor Flow, Py Torch, or Lang Chain.
  • Strong understanding of LLM fine-tuning, local deployment of open source models
  • Proficiency in building RESTful APIs using FastAPI, Flask, or Django.
  • Knowledge in Model evaluation tools like Deep Eval, FMeval, RAGAS , Bedrock model evaluation.
  • Experience with perception (e.g. computer vision), time series data (e.g. text analysis)
  • Big Data Experience strongly preferred, HDFS, Hive, Spark, Scala
  • Data visualization tools such as Tableau, Query languages such as SQL, Hive
  • Strong applied statistics skills, including knowledge of distributions, statistical testing, regression, and related techniques

The job entails an extensive amount of travel. The job also entails sitting as well as working at a computer for extended periods of time. Should be able to communicate by telephone, email or face to face

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关于Infosys

Infosys

Infosys

Public

Infosys Limited is an Indian multinational technology company that offers information technology, business consulting, and outsourcing services. Founded in 1981 by seven engineers, the company is headquartered in Bengaluru and considered one of the Big Six Indian IT companies.

10,001+

员工数

Bengaluru

总部位置

$72B

企业估值

评价

3.9

10条评价

工作生活平衡

3.7

薪酬

2.8

企业文化

4.1

职业发展

3.2

管理层

3.4

75%

推荐给朋友

优点

Flexible work hours and remote work options

Good learning opportunities and training programs

Collaborative environment and supportive colleagues

缺点

High workload and long hours during deadlines

Low salary and uncompetitive pay

Limited career advancement and growth opportunities

薪资范围

220,463个数据点

Junior/L3

Junior/L3 · Technology Analyst

26,472份报告

$79,728

年薪总额

基本工资

$79,728

股票

-

奖金

-

$62,047

$102,446

面试经验

2次面试

难度

3.5

/ 5

时长

14-28周

体验

正面 0%

中性 50%

负面 50%

面试流程

1

Application Review

2

Online Assessment

3

Technical Interview

4

HR Round

5

Final Decision

常见问题

Technical Knowledge

Coding/Algorithm

Behavioral/STAR

Past Experience

Problem Solving