ML Engineer
Merit
Chennai
7h ago

Description

Sr. ML Engineer / ML Engineer

Minimum 3 5 years of on the job experience in Domain (ML, DL, NLP)

Job Role

We are looking for Specialist Programmer Machine Learning developer (with exposure to big

data technologies) having a minimum of 5 years’ experience with at least 3 years in the core (ML

and related technologies)

Ability to design and develop machine learning and deep learning systems

Running machine learning tests and experiments.

Implementing appropriate ML algorithms.

  • Ability to plan, execute, measure results and drive improvement on a continuing basis;
  • Managing available resources such as hardware, data, and personnel so that deadlines are

  • Strategic thinking and ability to communicate on every level;
  • Collaborate with team to brainstorm and share ideas to solve business problems.

  • Mentor junior and mid-level engineers;
  • Work collaboratively with team members and other stakeholders to achieve goals;
  • Passionate about AI and stay up-to-date with the latest development in the field.

    Experience

    Hands-on experience in consuming NumPy, Pandas and their features.

    Effective visualization of the text data and make inferences based on that, should also come

    up with appropriate data cleansing technique. (Hands-on NLP libraries and Regex is a must).

    Using effective text representation techniques to transform natural language into a useful

    feature. (Hands-on using pre-trained models and creating custom models is a must)

    Training, evaluating and explaining the models (Able to develop ML and DL model for

    document classification, document clustering, sentiment analysis, etc.. using Scikit learn,

    Spark MLlib, Tensorflow, Keras, Pytorch all latest version)

    Hands-on experience in using NLP libraries or custom model to identify entities and

    relations between entities. (Must know Spacy, NLTK, Stanford core NLP (at least any two

    of them) and deep learning model)

    Experience in establishing semantic relationship and similarity between documents. (Hands

    on word embedding and tools like Solr, Elastic Search)

    Working knowledge and implementation of the algorithm (like LDA, LSI, PGM) to extract

    keywords from a document. (Hands-on using Genism, graph-based and deep learning model)

    Experience in developing a model using ANN, RNN, and Attention flow mechanism. Able to

    explain all the attributes, parameters involved along with pros and cons.

    Should have done hyperparameter tuning to a good extent of time during the dev. phase

    Experience in Computer vision and image data processing. (added advantage)

    Hands-on in utilizing transfer learning concepts both in NLP and Computer Vision field. (Nice

    Qualification

  • 3+ years in ML and related technologies;
  • Experience with Python is a must. (Scala, Java, Node.js added advantage)

  • Knowledge of Agile development or other development methodology;
  • A College or University degree in computer science or the equivalent.

    Good to Have

    Experience in using Google cloud platform or Azure ML platform.

    Experience in using knowledge graph and advance the DL models like BERT and XLNET.

    Experience with SQL / NoSQL databases.

    Required Soft Skills

    Demonstrate drive, determination, enthusiasm, and an ability to work effectively as a team

  • member;
  • Exhibit the ability to solve problems efficiently;
  • Should be dedicated, self-disciplined, proactive, follow deadlines and able to work

  • independently;
  • Should have good analytical, communication and interpersonal skills.

    Apply
    Add to favorites
    Remove from favorites
    Apply
    My Email
    By clicking on "Continue", I give neuvoo consent to process my data and to send me email alerts, as detailed in neuvoo's Privacy Policy . I may withdraw my consent or unsubscribe at any time.
    Continue
    Application form