Data Science Intern

3 weeks ago

Mohali, India Relinns Technologies Full time

**Junior NLP Engineer**:Relinns Technologies Pvt. Ltd

**Job Title ** : Junior NLP Engineer

**Location ** : Mohali, Punjab

**Employment Type** : Full Time

**No. of Positions**: 3

**Compensation**: Best in the industry

**Joining Required**: Immediately

**Experienced Required**: None

**About Us**:
At Relinns, we breathe tech solutions and embrace innovation with open arms. With over 5 years of experience, we've had phenomenal growth which acts as a testimony to the knowledge we've come to gather over time. We have been fortunate enough to get an opportunity to work with clients such as Woodland, Apollo Tyres, Shahi Exports, Manchester City Football Club, etc.

Our team is on the path of finding religion in the workplace of today. To find our way, we have three tools at our disposal: cutting edge technological tools, a meticulously dedicated work ethic, and crisp bow-tie professionalism.

**About the role**:
**What You Need for this Position**:

- Degree in Computer Science, Mathematics, Computational Linguistics or similar field
- Prior Proven experience in NLP projects or assignments.
- Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling
- Ability to effectively design software architecture & Develop innovative solutions in areas such as machine learning, computational linguistics, Natural Language Processing (NLP), advanced and semantic information search, extraction, induction, classification and exploration
- Deep understanding of text representation techniques (such as n-grams, bag of words, Glove, Word2Vec embeddings etc.) and statistics and classification algorithms
- Ability to write robust and testable code
- Have experience of working with machine learning frameworks (e.g. TensorFlow, PyTorch, Keras etc.) and libraries (like Scikit-learn, NLTK, SpaCy, Gensim, Stanford CoreNLP etc.).
- Strong communication skills
- An analytical mind with problem-solving abilities
- Experience in setting up supervised & unsupervised machine learning NLP models including data cleaning, data analytics, feature creation, model selection & ensemble methods, performance metrics & visualization.
- Hands-on experience with machine learning techniques such as GLMs, SVM, PCA, NB, Clustering, DTs, deep neural nets (DNN, CNN, LSTM-RNN and transformer models like BERT, Roberta etc.
- Experience in designing and developing NLP solutions in one or more of: Named Entity Recognition, Document Classification, Document Summarization, Topic Modelling, Dialog Systems, Sentiment Analysis etc.
- In-depth understanding of the basic natural language processing techniques like part-of-speech tagging, named entity recognition, morphology, stemming, Lemmatization etc.
- Must have good coding experience in Python. Experience of working with python web API’s frameworks like Django, Flask and Fast API is a plus.

**What You Will Be Doing**:

- Select appropriate annotated datasets for Supervised Learning methods
- Use effective text representations to transform natural language into useful features
- Train the developed model and run evaluation experiments
- Perform statistical analysis of results and refine models
- Explore fine-tuning methods for supervised learning
- Remain updated in the rapidly changing field of machine learning
- Create Advanced OCR and Cognitive Data Extraction capability as well as its execution
- Responsible for Cognitive extraction, technology delivery and operating model setup
- Find/Develop NLP models, train them and evaluate their effectiveness.
- Take end-to-end ownership of technical aspects of the product.
- Define, design and solve some of the unsolved problems.

**Top Reasons to Work with Us**:

- We're a small, fast-paced growing team tackling huge new challenges every day.
- Learning new concepts while working with intellectual and exceptionally talented team
- Friendly and high growth work environment
- Competitive compensation

**Contact us to apply**

**Job Types**: Full-time, Regular / Permanent, Fresher, Internship

**Salary**: From ₹10,000.00 per month

**Benefits**:

- Internet reimbursement
- Paid sick time

Schedule:

- Day shift

Ability to commute/relocate:

- Mohali, Punjab: Reliably commute or planning to relocate before starting work (required)

**Speak with the employer**
+91 7009075314

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