Sr. Data Science Engineer

2 months ago

Dindigul, India Cognologix Technologies Full time

We have opening for Sr. Data Science Engineer, please find below JD for reference.


You will work on:


We are looking for self driven Data Professional to be a key member of our Data Practice. We help many of our clients make sense of their large investments in data – be it building analytics solutions or machine learning applications or Generative AI based solution. You will work on cutting edge cloud-native technologies to build meaningful insights.


Job Location: Pune/Remote

Experience: 4-7 years


What you will do (Responsibilities):


  • Perform high-level work both independently and collaboratively as a project member or leader on multiple projects.
  • Collaborate with Product Management team, elicit AI/ML use case specific requirements, explore and evaluate approaches
  • Own the end-end process, from recognizing the problem to implementing the solution
  • Develop NLP, Machine learning, Deep Learning, Gen AI based applications & demos according to pre-sales requirements and needs.
  • Select appropriate datasets and data representation methods.
  • Explore new tools, technologies, frameworks in ML, DL, Gen AI technologies and experiments.
  • Keep abreast of developments in the field.
  • Mentor, guide junior team members


What you bring (Skills):


  • Sound knowledge in Linear Algebra, Statistics, Probability & various ML Algorithms (like KNN, SVM, Regression, Decision Trees, K-Means, Naive Bayes, GBM and Decision Forests etc)
  • Experience in the Python data science ecosystem: Pandas, NumPy, SciPy, scikit-learn, NLTK etc.
  • Familiarity with deep learning, machine learning and NLP/NLG frameworks (like Keras, TensorFlow or PyTorch etc.), HuggingFace Transformers and libraries (like scikit-learn, spacy, gensim, CoreNLP etc.)
  • Experience with Natural Language Processing, Natural Language Understanding and Deep Learning algorithms
  • Familiarity with deep learning architectures used for text analysis, computer vision and signal processing.
  • Experience in Generative AI /LLM’s frameworks & technologies
  • Experience in Prompt Engineering & Langchain / LlamaIndex, Vector search, RAG frameworks, Agents
  • Experience in Cloud-based services such as AWS (Primary), Azure or GCP
  • Understanding of how to operationalize these models to run in an automated context
  • Strong development experience using Python or R and SQL
  • Excellent analytical, problem solving and communication skills


Great if you know (Skills):


  • Experience with Scrum and/or other Agile development processes
  • Exposure to MlOps – model and experiment versioning, hyper parameter tuning, model deployment and monitoring aspects
  • Sound understanding of data visualization aspects
  • Ability to lead R&D and POC efforts . Experience in pre-sales is desirable.
  • Team player with self-drive to work independently
  • A track record of delivery within a number of large-scale projects, demonstrating ownership of architecture solutions and managing change
  • Experience in manipulating and analyzing complex, high-volume, high-dimensionality data from varying sources


Advantage Cognologix:


  • A higher degree of autonomy, startup culture & small teams
  • Opportunities to become an expert in emerging technologies
  • Remote working options for the right maturity level
  • Competitive salary & family benefits
  • Performance based career advancement


About Cognologix:


Cognologix helps companies disrupt by reimagining their business models and innovate like a Startup. We are at the forefront of digital disruption and take a business-first approach to help meet our client’s strategic goals.


We are a Data focused organization helping our clients to deliver their next generation of products in the most efficient, modern, and cloud-native way.

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