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AI / ML Architect
AI / ML ArchitectLakshya Software Technologies Pvt. Ltd. • pune, India
AI / ML Architect

AI / ML Architect

Lakshya Software Technologies Pvt. Ltd. • pune, India
8 hours ago
Job description

Total years of experience- 12+ years

Job Title- MM / WM / AI Architect

Location- Pune / Bangalore

Qualification- Graduate preferred in data science or big data GCM 6

Must Have Skills :

  • 12+ years of experience in solution management and service delivery in Analytics, Artificial Intelligence and Digital Transformation.
  • Experience in development of AI solutions by designing proposed system; defining product architecture and functional capabilities
  • Proficiency with frameworks such as TensorFlow , OpenCV , Python and basic libraries for machine learning such as scikit-learn and pandas
  • Hands on experience with python, multi-threading, rest API’s etc
  • Experience with using and having an in-depth understanding of AI / ML Algorithms, Neural Networks(Keras,Tensorflow,PyTorch etc), Image Processing libraries(OpenCv,Sklearn,Pillow,numpy etc)(required)
  • Experience with NLP libraries(Stanford,Spacy etc)
  • Should have ability to incorporate NLP and machine learning into full-stack, user-facing applications
  • Should be able to think out-of-box and develop cutting-edge algorithms for solving complex problems
  • Experience with all parts of Data engineering (Data Mining, Data Processing, Data cleaning, Data Modelling etc)
  • Strong programming skills in : Python / R and familiarity with Java.
  • Deep understanding of Statistical algorithms : Linear and Non-Linear models, classification problem, optimization techniques, Market mix models, A / B Testing and campaign management, Feature ranking / selection techniques, supervised / unsupervised learning, Collaborative filtering, Apriori Market Basket analysis, SVM, Gradient boosting, Survival analysis etc
  • Developing solutions in virtualized environments such as Amazon Web Services, Azure and Google Cloud Platform
  • Good communication skills and proven capability to innovate and implement value chain for various processes
  • Preferred Masters in Statistics / Mathematics / Econometrics / Compute Sc with strong quantitative background

Technical Skill

(Secondary- Good To Have)

  • Extending company’s data with third party sources of information when needed
  • Enhancing data collection procedures to include information that is relevant for building analytic systems
  • Processing, cleansing, and verifying the integrity of data used for analysis
  • Proficiency in using query languages such as SQL, Hive, Pig Experience with NoSQL databases, such as MongoDB, Cassandra, HBase
  • Good applied statistics skills, such as distributions, statistical testing, regression, etc.
  • Soft Skills

    (Primary- Must To Have)

  • Strong and hands on engineer and designing capabilities – Must be able to single-handedly propose, own the architecture and design solution, execute proof of concept independently and execute innovation
  • Should be able to work independently and in agile manner
  • Strong flare for innovation and research, and able to apply it to practice
  • Technical Skill

    (Secondary- Good To Have)

  • Extending company’s data with third party sources of information when needed
  • Enhancing data collection procedures to include information that is relevant for building analytic systems
  • Processing, cleansing, and verifying the integrity of data used for analysis
  • Proficiency in using query languages such as SQL, Hive, Pig Experience with NoSQL databases, such as MongoDB, Cassandra, HBase
  • Good applied statistics skills, such as distributions, statistical testing, regression, etc.
  • Soft Skills

    (Good To Have)

  • Excellent communication skills – Should be able to drive customer presentations, explain solutions to customer audience, drive innovation workshop with customer in areas of data and analytics architecture
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    Ai Ml Architect • pune, India

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