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Job Description
Lead Machine Learning (ML)/
NLP Engineer
5 + years of experience
About Contify
Contify is an AI-enabled Market and Competitive Intelligence (MCI)
software to help professionals make informed decisions. Its B2B SaaS
platform helps leading organizations such as Ericsson, EY, Wipro,
Deloitte, L&T, BCG, MetLife, etc. track information on their competitors,
customers, industries, and topics of interest by continuously monitoring
over 500,000+ sources on a real-time basis. Contify is rapidly growing
with 185+ people across two offices in India. Contify is the winner of
Frost and Sullivan’s Product Innovation Award for Market and
Competitive Intelligence Platforms.
The role
We are looking for a hardworking, aspirational, and innovative
engineering person for the Lead ML/ NLP Engineer position. You’ll build
Contify’s ML and NLP capabilities and help us extract value from
unstructured data. Using advanced NLP, ML, and text analytics, you will
develop applications that will extract business insights by analyzing a
large amount of unstructured text information, identifying patterns, and
by connecting the events.
Responsibilities:
You will be responsible for all the processes from data collection, and
pre-processing, to training models and deploying them to production.
➔ Understand the business objectives; design and deploy scalable
ML models/ NLP applications to meet those objectives
➔ Use of NLP techniques for text representation, semantic analysis,
information extraction, to meet the business objectives in an
efficient manner along with metrics to measure progress
➔ Extend existing ML libraries and frameworks and use effective text
representations to transform natural language into useful features
➔ Defining and supervising the data collection process, verifying data
quality, and employing data augmentation techniques
➔ Defining the preprocessing or feature engineering to be done on a
given dataset
➔ Analyze the errors of the model and design strategies to overcome
them
➔ Research and implement the right algorithms and tools for ML/
NLP tasks
➔ Collaborate with engineering and product development teams
➔ Represent Contify in external ML industry events and publish
thought leadership articles
Desired Skills and Experience
To succeed in this role, you should possess outstanding skills in
statistical analysis, machine learning methods, and text representation
techniques.
➔ Deep understanding of text representation techniques (such as n-
grams, bag of words, sentiment analysis, etc), statistics and
classification algorithms
➔ Hand on experience in feature extraction techniques for text
classification and topic mining
➔ Knowledge of text analytics with a strong understanding of NLP
algorithms and models (GLMs, SVM, PCA, NB, Clustering, DTs)
and their underlying computational and probabilistic statistics
◆ Word Embedding like Tfidf, Word2Vec, GLove, FastText, etc.
◆ Language models like Bert, GPT, RoBERTa, XLNet
◆ Neural networks like RNN, GRU, LSTM, Bi-LSTM
◆ Classification algorithms like LinearSVC, SVM, LR
◆ XGB, MultinomialNB, etc.
◆ Other Algos- PCA, Clustering methods, etc
➔ Excellent knowledge and demonstrable experience in using NLP
packages such as NLTK, Word2Vec, SpaCy, Gensim, Standford
CoreNLP, TensorFlow/ PyTorch.
➔ Experience in setting up supervised & unsupervised learning
models including data cleaning, data analytics, feature creation,
model selection & ensemble methods, performance metrics &
visualization
➔ Evaluation Metrics- Root Mean Squared Error, Confusion Matrix, F
Score, AUC – ROC, etc
➔ Understanding of knowledge graph will be a plus
Qualifications
➔ Education: Bachelors or Masters in Computer Science,
Mathematics, Computational Linguistics or similar field
➔ At least 4 years' experience building Machine Learning & NLP
solutions over open-source platforms such as SciKit-Learn,
Tensorflow, SparkML, etc
➔ At least 2 years' experience in designing and developing
enterprise-scale NLP solutions in one or more of: Named Entity
Recognition, Document Classification, Feature Extraction, Triplet
Extraction, Clustering, Summarization, Topic Modelling, Dialog
Systems, Sentiment Analysis
➔ Self-starter who can see the big picture, and prioritize your work to
make the largest impact on the business’ and customer’s vision
and requirements
➔ Being a committer or a contributor to an open-source project is a
plus
Note
Contify is a people-oriented company. Emotional intelligence, therefore,
is a must. You should enjoy working in a team environment, supporting
your teammates in pursuit of our common goals, and working with your
colleagues to drive customer value. You strive to not only improve
yourself, but also those around you.
Its a investment and service based company.
Requirement:
Position: Senior Python developer/c++
Location: Noida
Experience: 5 to 7 years
CTC: As per company standards
NP: Immediate to 15 days
Job Responsibilities
1. Develop backend for applications in eCommerce / insurance/wealth management businesses
2. Design technically sound systems and deliver results in a fast manner
3. Building highly performant applications setting top standards in respective industries
Basic qualifications
1. 5 -7 years experience building highly performant applications in Python / C++
2. Good grasp of data structures and proficiency in problem-solving
3. Knowledge of design patterns
𝗝𝗼𝗯 Description:-
This is a full-time on-site role for a Sales Manager . The Territory Sales Manager will be responsible for communication with clients, sales activities, customer service, training, and sales management.
1. Business Development :
• Devise effective territory sales and marketing strategies.
• Professionally handle incoming requests from customers within
defined territory.
• Generate new business leads or opportunities based on
similar/existing solutions provided to customers.
• Thoroughly and effectively gather customer information.
• Maintain a balance between company policy and customer
benefits.
• Continuously evaluate and identify opportunities to drive process
improvements.
• Present products and services to prospective customers.
• Perform product demonstration.
• Active participation in tender.
• Early engagement with PSU & private customers for requirement.
• Achieving assigned territory business target.
• Implementing effective strategies to maximize profitability.
• Effectively handling customer negotiation to ensure maximum
order value & profit with favorable T&C to the organization.
• Payment follows up
2. Customer Relationship :
• Knowledge of Support/Communication etiquettes for general day
to day client communication.
• Communicate with client for ongoing Issues / Product Trainings.
• Administer regular feedback from the customer for product
improvement.
• Working with a team or individually to enhance customer
experience and solve grievances.
3. Data Management :
• Work on Supports in-house tasks like updating timesheet, prepare
Weekly Reports etc.
• Opportunity Follow up and Update in CRM System with precise
order closing details (e.g., time & amount).
• Prepare and submit reports weekly/monthly MIS reports to the
Regional Manager.
• Ensure accurate opportunity/customer details to be entered in CRM
System.
4. Business Analysis :
• Analyze data to find the most efficient sales methods.
• Discover sales opportunities through market research.
• Participate in industry or promotional events (e.g., trade shows) to
cultivate customer relationships.
• Monitor competition within assigned region.
Qualifications :
Minimum 3-8 years + of experience in the industry.
Experience in Technical sales like AVEVA system platform, IIOT, Wonderware ,Industry 4.0 preferable.
Ability to travel when required.
POSITION: SAP IN OIL & GAS
CSA - U2VCYT & U2VCYV
Relevant years of Experience: 6- 8 years of experience in IS Oil
NP- IMMEDIATE JOINER
WORK FROM OFFICE / REMOTE
LOCATION: PAN INDIA
Mandatory Skills for screening:-Good in configuration/ blueprinting/ understanding the process flow in SAP IS OIL & GAS downstream scenario mapping.
Good to have (Not Mandatory): ABAP debugging
Detailed Job Description: The candidate should have 6 to 8 yrs of SAP IS Oil experience and worked on at least two implementation projects. Should be very conversant with Oil downstream processes. Capable of taking part in blueprinting workshops with clients and ready to work hands-on in Configuration, Integration testing, UAT etc. Should also know the SAP Logistics area.
• The candidate must create unique and compelling value propositions to large enterprise accounts, decision-makers clearly grasp the short and long-term business and financial value of a NxtGen relationship.
• The candidate can develop, own & execute business plans specific to Enterprise accounts assigned.
• The candidate must collaborate with various stakeholders within large enterprise Accounts to execute the business plan.
• The candidate must track/create a pipeline, close deals, and achieve revenue goals for the future.
• The candidate must enable partner stakeholders by educating them on NxtGen value proposition.
• The candidate can act as the ambassador for assigned enterprise Accounts.
• The candidate must focus on long term strategy while handling tactical business activities.
Base location- Bangalore / Mumbai / New Delhi
Hiring for top FinTech and Logistics SAAS firm of India
Job Description
- Design & implement backend APIs
- Mentor junior developers technically.
- Actively work to reduce tech debt in the backend
- Work towards more stability & scalability of the backend
- Tech stack - Java, AWS etc.
Eligibility
- 2-8 years of product company experience
- Advanced understanding of AWS stack
- Prior knowledge of solving problems at scale.
Skills Required:
- Deep understanding of React.js and its fundamentals, ideally including modern features like hooks
- Excellent understanding of TypeScript/Javascript including the OOP concept and how shadow DOM and DOM work
- Experience with widely used React.js state managers like Flux/Redux
- Knowledge of RESTful APIs
- Familiarity with modern front-end build pipelines and tools like Webpack, Babel, NPM etc
- Knowledge of the overall browser rendering behaviour and measuring and optimising performance
- Strong hands-on experience with source code management systems like Git
We are now looking to onboard an exceptional QA Engineer on our team. They will be an integral part of our technology function and work on challenging, cutting-edge problems, and contribute to the testing of various software systems and subsystems. They will be responsible to give a final go-ahead for new and interesting products for our B2B users and will work with the best minds in the industry.
What will you do?
- Test current products and identify deficiencies.
- Suggest solutions to identified product problems.
- Investigate product quality in order to make improvements to achieve better customer satisfaction.
- Plan, create, and manage the overall Quality Planning strategy.
- Collaborate with the Product Development team to ensure consistent project execution.
- Identify quality assurance process bottleneck and suggest actions for improvement.
- Oversee continuous improvement projects.
- Collect quality data.
- Identify key KPIs for product quality.
- Track quality assurance metrics, like defect densities and open defect counts.
- Prepare and present reports and metrics to Senior Management.
Please apply, if you have:
- A minimum of 2 years of experience as a Quality Assurance Engineer.
- An experience with a variety of different testing techniques such as UI Testing, Automated testing, Test Driven Development Strategies, etc
- An experience in testing tools such as Selenium, JMeter
- An experience with coding using Python, Java, Node.js.
- An experience with software QA tools and processes.
- Knowledge of MySQL
- A sense of ownership and pride in your performance and its impact on the company’s success.
- Critical thinker and problem-solving skills
- Good time-management skills
- Great interpersonal and communication skill
We have:
- A team of aces, from top-tier schools and startups, to work with
- A fast-paced, data-driven, and fun work environment
- A huge appetite for new, disruptive, creative, and implementable ideas
- An open work culture
We offer:
- Competitive salary
- Great working environment, opportunity to work directly with the founders on very exciting real-life problems.
- Opportunity to grow really fast.
- Opportunity to hire a team & mentor them in the future.
- ESOPs
Hiring process:
- Shortlist
- Intro call of 15min
- 1-2 Tech rounds
- HR round
- Offer rollout
along with metrics to track their progress
Managing available resources such as hardware, data, and personnel so that deadlines
are met
Analysing the ML algorithms that could be used to solve a given problem and ranking
them by their success probability
Exploring and visualizing data to gain an understanding of it, then identifying
differences in data distribution that could affect performance when deploying the model
in the real world
Verifying data quality, and/or ensuring it via data cleaning
Supervising the data acquisition process if more data is needed
Defining validation strategies
Defining the pre-processing or feature engineering to be done on a given dataset
Defining data augmentation pipelines
Training models and tuning their hyper parameters
Analysing the errors of the model and designing strategies to overcome them
Deploying models to production