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DemandMatrix




+30d

Lead Data Scientist

DemandMatrixPune, India, Remote
nosqlsqlelasticsearchpythonAWS

DemandMatrix is hiring a Remote Lead Data Scientist

Job Description

We are looking for a Lead Data Scientist to lead a technical team to discover the information hidden in vast amounts of data, and help us make smarter decisions to deliver even better products. Your primary focus is to work with the team to drive multiple initiatives for applying data mining techniques, doing statistical analysis, and building high quality prediction systems integrated with our products in the domain of technographics and problems like buyer's journey, Technology Adoption Models (TAM)

Responsibilities:

· Run CRISP-DM projects with a team of 3 data scientists in the following -

· Selecting features, building and optimizing classifiers (logistic regression or RF based propensity models) and recommenders using machine learning techniques

· Data mining using state-of-the-art methods - Automate scoring using machine learning techniques, build recommendation systems, improve and extend the features used by recommendation and propensity modeling algos,

· Extending company’s data with third party sources of information when needed

· Enhancing data collection procedures to include information that is relevant for building analytic systems

· Processing, cleansing, and verifying the integrity of data used for analysis and perform deep EDA (we create our own training data for our models)

· Doing ad-hoc analysis and presenting results in a clear manner

· Creating recommended and propensity models and tracking of its performance especially to compensate for concept drift

Qualifications

· Hands on machine learning techniques and algorithms, such as k-NN, Naive Bayes, Ensemble methods XGBoost, Decision Forests and working towards deep learning methods using TensorFlow especially for NLP like word embeddings and topic discovery

· Hands with common data science toolkits, such as Python, scikit learn, numpy, pandas, plotly, TensorFlow, ElasticSearch, Auto-ML platforms like AWS Sagemaker

· Solid proficiency in using query languages such as SQL, Experience with NoSQL databases, such as Elasticsearch and Graph DBs as Neo4j

· Good understanding of applied statistics skills, such as distributions, statistical testing, regression and strong EDA skills

· Data-oriented personality with strong sense of appreciating the business domain of your work e.g.

· Interest in working in tech domain e.g. data center analytics, understanding of macro factors in market for computing, software and cloud adoptions

· Experience of 5+ years

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+30d

Project Manager

DemandMatrixIndia, India, Remote
agilejirascrum

DemandMatrix is hiring a Remote Project Manager

Job Description

What are we looking for?

We are looking for an experienced Technical Project Manager to manage organizations’ key projects.

If you are skilled at getting the best out of the people and projects you oversee, and thrive when planning projects and working with project teams, we would love to meet you.

Role and responsibilities:

●      Coordinate between teams for the flawless execution of projects.

●      Client relationship management and client communication with respect to all phases of the project

●      Leading a completely remote team, responsible for their training and productivity

●      Well versed with Agile methodologies and play the role of scrum master

●      Liaison between multi-functional team within the organization

●      Ensure that all projects are delivered on-time, within scope.

●      Developing project scopes and objectives, involving all relevant stakeholders, and ensuring technical feasibility.

●      Ensure resource availability and allocation.

●      Develop a detailed project plan to track progress.

●      Use appropriate verification techniques to manage changes in project scope, schedule.

●      Measure project performance using appropriate systems, tools, and techniques.

●      Report and escalate to management as needed.

●      Perform risk management to minimize project risks.

●      Create and maintain comprehensive project documentation

Drive and active contributor to organizational initiatives and goals

Job type – Full-time employment

Job location – Remote, Anywhere in India

Minimum qualification – Bachelor’s Degree, preferably Engineering

Year of experience – 5 to 10 Years

 

What we offer

We believe in building the people and our people build the company.

  • Strive for excellence – A workplace where you strive to do better every day.

  • Build together, Grow together – Team of extremely passionate individuals who are driven by technology, and energized by fun at the workplace.

  • Integrity and Trust – Our relationships, internal and external, are built on trust. There is always the right thing to do. 

  • Culture - Open culture where everyone is approachable with minimal hierarchy. Say the right thing in the right way.

  • Remote yet connected – We have adapted to the changing times. We achieve excellence by surpassing geographical barriers.

  • Work Life Balance – It is all about the quality of time put in and not the amount of time. Benefits are planned with this in mind such as remote working, birthday leave, to name a few.

  • Equal Opportunity Employer – Knowledge overpowers all other divisions.

Qualifications

 

●      Should have a background in business skills, management, budgeting, and analysis of 4+ years with minimum 3+ years of hands-on development experience

●      Proficient in Project management tools such as Jira, MS project plan, Trello, Asana, Version One, MS Office, etc

●      Solid technical background, with understanding or hands-on experience in software development, cloud technologies, and web technologies.

●      Excellent client-facing and internal communication skills.

●      Excellent written and verbal communication skills.

●      Solid organizational skills including attention to detail and multi-tasking skills.

●      Good to have an analytics background

●      Proven working experience as a project administrator in the information technology sector.

PMP / PRINCE II certification is a plus

 

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DemandMatrix is hiring a Remote Big Data Lead

Job Description

What will you do?

  • To help us go to the next level we are looking to onboard a hands-on SME in leveraging big data tech to solve the most complex data issues. You will spend almost half of time with hands-on coding.
  • It involves large scale text data processing, event driven data pipelines, in-memory computations, optimization considering CPU core to network IO to disk IO.
  • You will be using cloud native services in AWS and GCP.

Who Are You? 

  • Solid grounding in computer engineering, Unix, data structures and algorithms would enable you to meet this challenge.
  • Designed and built multiple big data modules and data pipelines to process large volume. 
  • Genuinely excited about technology and worked on projects from scratch. 

Must have:

  • 7+ years  of hands-on experience in Software Development with a focus on big data and large data pipelines.
  • Minimum 3 years of experience to build services and pipelines using Python.
  • Expertise with a variety of data processing systems, including streaming, event, and batch (Spark, Hadoop/MapReduce)
  • Understanding of at least one NoSQL stores like MongoDB, Elasticsearch, HBase
  • Understanding of how data models, sharding and data location strategies for distributed data stores in large scale high-throughput and high-availability environments and their effect in non-structured text data processing
  • Experience with running scalable & high available systems with AWS or GCP.

Good to have:

  • Experience with Docker / Kubernetes
  • Exposure with CI/CD
  • Knowledge of Crawling/Scraping

Qualifications

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DemandMatrix is hiring a Remote Senior DevOps

Job Description

We are looking for a Senior DevOps Engineer who loves automating dev processes and is a problem solver. This will give you an opportunity to set up all CI/CD, DevOps tools and processes from scratch.

What will you do?

  • Automating and managing AWS/GCP cloud based production system

  • Build, release and configuration management

  • Setup best practises and processes for security of production systems. 

  • Try PoC and quick roll-outs of ideas, in fast paced environments working alongside some of the most talented and smartest people in the industry. 

  • Communicate effectively, both orally and in writing with a globally distributed team

Who Are You? 

  • Solid experience as a DevOps Engineer in a 24x7 uptime AWS/GCP environment

  • Has automated releases and deployment of distributed systems

  • Genuinely excited about technology and worked on projects from scratch

  • Highly-motivated individual who thrives in an environment where problems are open-ended. 

Must have:

  • 4+ years  of experience in DevOps

  • Minimum 2 years of experience in AWS or GCP with docker & kubernetes

  • Minimum 1 year experience with Python or any other scripting language

  • Minimum 1 year of experience in handling large Databases

  • Minimum 1 year experience with at least one of  these or similar tools/frameworks: Puppet, Ansible, Chef, Terraform

Good to have:

  • Hands-on working with MongoDB

  • Experience with distributed systems

  • Knowledge of Bitbucket Pipelines or similar

Note:

  • This is a full time remote job and location is not a constraint. Your work timings must have about 5 hours of overlapping with India time(IST).

Qualifications

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