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Machine Learning (ML)
Data ScienceJob 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.
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.
About the role:
You will own a functional area - from product conception to its delivery to customers. You are expected to design and code independently in multiple tech components related to your functional area. You must also develop a deep understanding of non-functional requirements, such as reliability and availability, scale, horizontal scalability, etc. over time to make tech stack decisions accordingly. You are expected to actively mentor junior engineers. You own
the codebase quality.
We are looking for seasoned engineers who are quality-conscious, product thinkers, business cognizant and smart. Engineers get to significantly amplify the impact of their work or creations with scale. The scale also demands that engineers to produce super-efficient solutions.
What you’ll do
- Strong experience with Java 8, Spring and Spring Boot, Spring MVC, Spring Data,
- Working experience in Microservices
- Version Control: Git
- Strong understanding of functional/reactive programming, OOP, design
- Experience with Docker and Kubernetes.
- SDLC: Working experience in Agile methodology
- Strong interpersonal skills and time management skills
What you’ll need
- B.Tech or M.Tech equivalent with at least 3 years of experience
- Deep expertise in at least one programming language & tech stack.
- Strong object-oriented design skills, ability to apply design patterns, and an uncanny ability to design intuitive module and class-level interfaces
- Experience in building data-driven web application design and development is a plus
- Good understanding of multiple tech solutions and ability to pick the correct one for the given situation
- Prior work experience in an agile environment or continuous integration and continuous delivery (CI or CD)
- Ability and experience in designing high-level software designs of the scalable system, taking NFR (non-functional requirement) into consideration
Java``````````````````````````````````````````````````````
Whom are we looking for?
Our groundbreaking technology, requires highly skilled and talented Web Backend Developers to understand the depth of the problem and device a solution for it.
We are seeking a Software Engineer, with a depth of experience in developing Web Applications enabled using REST APIs backed by a data warehouse solution, to join our growing company and be a part of our success story. We are looking for individual with great attention to detail, who is genuine, confident, committed and not only passionate about technology, but excited to work in a fun and friendly start-up environment. The ideal candidate will be passionate about technology and getting things to work while at the same time being able to mentor (and lead) other engineers by way of example to achieve excellence in their work.
What does the role involve?
As a Web Backend Software Engineer you will be responsible for creating REST APIs which are used to drive the User Interface. Given the nature of the application, these APIs needs to be very efficient and high performing. This requires optimising queries for faster execution and introducing database changes that may be required.
You would be working with a complex technology stack which includes (but is not limited to) Spring, Hibernate, HornetQ, Quartz, etc. This requires extensive understanding of transaction management and data handling across different application layers.
In addition to the technical ownership, you will also be involved in detailing requirements for requested functionalities and be responsible for providing technical insight into how requirements will be implemented and made available to users. Accurate estimation of tasks and planning are qualities we look for in our engineers.
Responsibilities include:
Develop, test, implement and maintain application software
Take part in software and architectural development activities
Transform requirements into implementation details
Debug application issues and helping support respond to client queries
Participate in application development meetings
Provide accurate estimates, clearly communicate status of tasks and identification of risks
Commitment to accomplishing the task at hand and identify the fastest and most reliable way to solve a problem
Performance tuning of application code at different service levels
Incorporate design changes to improve performance of the application
Interact with customers of the application and help address issues reported
Interact with customers of the application and collect requirements or potential uses cases and draft technical and user requirements
ESSENTIAL SKILLS / EXPERIENCE REQUIRED:
Minimum Bachelor's degree in Computer Science or equivalent
Minimum 2+ years experience with Java and J2EE/Java EE
Minimum 2+ years experience with Spring MVC, Spring Security and Hibernate
Strong understanding of relational database and normal forms
Strong understanding of SQL concepts and ability to write optimised and high performing queries
Strong understanding of Java concurrency, concurrency patterns, experience building thread safe code
Experience building RESTful web services
Experience with web application servers like JBoss
Strong written and verbal communication skills
Strong interpersonal skills and time management skills
Strong problem solving and analytical skills
Experience using task tracking systems e.g. Jira and distributed version control systems e.g. Git
DESIRABLE SKILLS / EXPERIENCE:
Understanding of testNg/JUnit
Unix/Windows shell and related command line tools
Experience in Continuous Integration and deployment tools such as Jenkins
Experience with database partitioning and column Indexing
Experience with query optimisation techniques
Why work for us?
Above market remuneration
Stimulating challenges that fully utilise your skills
Work on real-world technical problems to which solution cannot simply be found on the internet
Working alongside other passionate, talented engineers
Hardware of your choice
Our fast-growing company offers the potential for rapid career progression
Click Here to apply: https://hire.withgoogle.com/public/jobs/blueoptimacom/view/P_AAAAAAEAAADLjl0iWO3_0a?trackingTag=cutshort
- Create an inspiring team environment with an open communication culture
- Set clear team goals
- Delegate tasks and set deadlines
- Oversee day-to-day operation
- Monitor team performance and report on metrics
- Motivate team members
- Discover training needs and provide coaching
- Listen to team members’ feedback and resolve any issues or conflicts
- Recognize high performance and reward accomplishments
- Encourage creativity and risk-taking
- Suggest and organize team building activities
- Responsible for distributing information to team members and stakeholders
- Coordinates operation strategies and activities to ensure the provision of outstanding customer service while adhering to regulatory and company guidelines
- Address customer concerns in reference to products, services rendered or employee interactions
- Train new employees on company standards and procedures, from how to handle a negative customer experience to how to properly interact with clients
Work with a leading FMCG Manufacturing company, and grow with its amazing team.
Our Client is the world's largest FMCG brand manufacturer and exporter with a legacy spanning over 120 years.They are India's first integrated company with a comprehensive product chain. Our client is a billion dollar top line company holding 45% market share in India and 50% share in export market.
As a Manager Global FP&A, you will be managing a multitude of responsibilities that are related to forecasting, reporting, Implementation and analytics to improve on the company's product, sales and marketing effectiveness.
What you will do:
Marketing and Sales Analytics
- Performing insightful analysis of sales performance of brands (own and competitors) to highlight key performance/ issues across area/ geographies and facilitating strategic initiatives for improvement
- Working on Measurement and evaluation of effectiveness of executed marketing promotions
- Analyzing industry growth trends vis-a-vis own brands and competitors on monthly basis. Identifying gaps, planning and designing territory specific schemes to overcome competition
- Supporting sales teams with customized data queries, analysis and reports catering to specific business needs
- Pricing analysis within brands, packs and segments to suggest a competitive price for old/ new brands
Sales force enablement & effectiveness:
- Identifying outlet gaps in width of distribution/ availability of brands in retail, bars and clubs for the ease of the sales team to focus for the month
- Designing motivating reward schemes for the sales team with parameters of target achievement (overall volume and focus brands volume)
- Identifying outlet wise volume potential and plan monthly brand wise volumes to meet monthly regional sales plan (# of outlets 7000+)
- Evaluating sales team performance on monthly basis and computing incentive payouts and rewards
- Deriving frequency of visiting outlets basis value potential of the outlet - used to design PJP (Permanent Journey Plan) for better coverage of outlets by sales executive
Forecasting Sales:
- Projecting secondary sales volume for a horizon of 3 financial years and estimaing manufacturing unit requirements
- Forecasting yearly/ quarterly/ monthly/ weekly volume plans and identifying opportunities & risks
- Planning Monthly volume plan for brands and packs prediction on industry growth trends and sales inputs
Monthly Operations Review Report (MOR):
- Reporting on budget achievement, growth (volume and value) for the month and year till date
- Executive summary highlighting- environmental challenges and mitigation plan, market summary (Trade, Manufacturing, Supply Chain, Sales, Marketing) on what worked well/ what can work better vis a vis action points, issues performance achievements/ issues; to be submitted to the top management of the organization
Route to Consumer (RtC):
- Becoming a Project Lead for all regional implementation, requirements and smooth execution of RtC project
Perfect Outlets:
- Creating Segmentation of outlets based on Gross Sales Value (GSV) contribution to region
- MAking a Selection of top outlets based on value and profile of outlets to be transformed into perfect outlets
- Measuring parameters of Quality, Distribution, Visibility, Price, Promotion and Persuasion of an outlet and develop plan for improvement
- Training sales executives and third-party auditors on guidelines of retail outlet planogram and evaluating
Online Daily Sales Report:
- Measuring availability of brands in outlets on a weekly basis and providing targets to fill gaps
- Measuring and monitoring coverage of frontline sales team
Miscellaneous Activities:
- Making management presentations for review
- Preparing monthly and quarterly financial reports of various oversee distributors
- Adhering to accounting standards / ensure financial compliance in conjunction with international law and corporate accounting standards including export / import documentation as FEMA and RBI regulations
- Checking International Trade Marketing expenses inline of approval provided
- Preparing and checking Quarterly TME approval to be provided to distributors
- Creating an Analysis report on budgeted expenditure and actual expenditure of TME
- Maintaining dialogues and working relationship with overseas distributors.
- Managing receipts & vendor payments for exports receivables (AR)
- Implementing a Business Intelligence tool and dashboard reports
- Supporting management team and the Heads of Department with data-driven analysis
What you need to have:
- Either B.Tech & MBA or B.Com & MBA
- Worked on Sales Analytics for a FMCG company in food and beverage space of 500 crores plus size.
- Worked in the Domestic / Export division handling distributors, channel partners, dispensing customer and trade schemes
- Worked on sales budget analytics (revenue) as well as rationalization of spends (cost optimization of schemes)
- Possesses data collation and aggregation skills from multiple sources both internal and external to the organization.
- Comfortable working with large amounts of data and run historical analytics as well future trend progression to drive business unit objectives.
- Sales AOP, Forecast, Pricing, Expenses
- Working with Head Sales, Preparing various reports through BI Tools
- Strong Quantitative & Analytics abilities
- Experience with Global Financial Planning & Analysis
- Adaptive, willing and able to work with different time zones to get the work completed
- Advanced computer software skills, including writing macros in Excel and other accounting packages
React Native
Bootstrap
HTML/CSS-Build pixel-perfect, buttery smooth UIs across both mobile platforms
-Familiarity with newer specifications of Ecma-script
-Thorough understanding of database, API's, GraphQL, caching layer, proxies, and other web services
-Experience with popular React workflows (such as Redux, Mobx, and Flux)
-Leverage native APIs for deep integrations with both platforms
-Diagnose and fix bugs and performance bottlenecks for performance that feels native
-Release applications to the Apple and Google Play stores
-Familiar with implementing crashlytics or any other bug tracking library
-Familiarity with modern front-end build pipelines and tools (like Jenkins, Github, etc)
-Experience with common front-end development tools such as Babel, Webpack, NPM, etc
-Familiarity with code versioning tools such as Git, SVN, and BitBucket
-Professional, precise communication skills
Kubernetes
Docker
Amazon Web Services (AWS)At Neurosensum we are committed to make customer feedback more actionable. We have developed a platform called SurveySensum which breaks the conventional market research turnaround time.
SurveySensum is becoming a great tool to not only capture the feedbacks but also to extract some useful insights with the quick workflow setups and dashboards. We have more than 7 channels through which we can collect the feedbacks. This makes us challenge the conventional software development design principles. The team likes to grind and helps each other to lift in tough situations.
Day to day responsibilities include:
- Work on the deployment of code via Bitbucket, AWS CodeDeploy and manual
- Work on Linux/Unix OS and Multi tech application patching
- Manage, coordinate, and implement software upgrades, patches, and hotfixes on servers.
- Create and modify scripts or applications to perform tasks
- Provide input on ways to improve the stability, security, efficiency, and scalability of the environment
- Easing developers’ life so that they can focus on the business logic rather than deploying and maintaining it.
- Managing release of the sprint.
- Educating team of the best practices.
- Finding ways to avoid human error and save time by automating the processes using Terraform, CloudFormation, Bitbucket pipelines, CodeDeploy, scripting
- Implementing cost effective measure on cloud and minimizing existing costs.
Skills and prerequisites
- OOPS knowledge
- Problem solving nature
- Willing to do the R&D
- Works with the team and support their queries patiently
- Bringing new things on the table - staying updated
- Pushing solution above a problem.
- Willing to learn and experiment
- Techie at heart
- Git basics
- Basic AWS or any cloud platform – creating and managing ec2, lambdas, IAM, S3 etc
- Basic Linux handling
- Docker and orchestration (Great to have)
- Scripting – python (preferably)/bash
1. seo
2. sem
3.. adwords
4. facebook ads
5. link building
6. content writing
Android DevelopmentJava
KotlinReact Native
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