ML Researcher

at Oil & Energy Industry

icon
NCR (Delhi | Gurgaon | Noida)
icon
1 - 3 yrs
icon
₹8L - ₹12L / yr
icon
Full time
Skills
Machine Learning (ML)
Data Science
Deep Learning
Digital Signal Processing
Statistical signal processing
Python
Big Data
Linux/Unix
OpenCV
TensorFlow
Keras
Understanding business objectives and developing models that help to achieve them,
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
Read more
Why apply to jobs via Cutshort
Personalized job matches
Stop wasting time. Get matched with jobs that meet your skills, aspirations and preferences.
Verified hiring teams
See actual hiring teams, find common social connections or connect with them directly. No 3rd party agencies here.
Move faster with AI
We use AI to get you faster responses, recommendations and unmatched user experience.
2101133
Matches delivered
3712187
Network size
15000
Companies hiring

Similar jobs

Senior Data Engineer - Big Data

at CodeCraft Technologies Private Limited

Founded 2011  •  Services  •  100-1000 employees  •  Profitable
Data engineering
SQL
Spark
Apache
HiveQL
Big Data
icon
Bengaluru (Bangalore), Mangalore
icon
4 - 8 yrs
icon
Best in industry
Roles and Responsibilities:
• Responsible to Ingest data from files, streams and databases. Process the data with Apache Kafka, Spark, Google
Fire Store, Google BigQuery
• Drive Data Foundation initiatives, like Modelling, Data Quality Management, Data Governance, Data Maturity
Assessments and Data Strategy in support of the key business stakeholders.
• Implementing ETL process using Google BigQuery
• Monitoring performance and advising any necessary infrastructure changes
• Implement scalable solutions to meet the ever-increasing data volumes, using big data/cloud technologies
Pyspark, Kafka, Google BigQuery, etc.
• Selecting and integrating any Big Data tools and frameworks required to provide requested capabilities
• Responsible to design and develop distributed, high volume, high velocity multi-threaded event processing
systems
• Develop efficient software code for multiple use cases leveraging Python and Big Data technologies for various
use cases built on the platform
• Provide high operational excellence guaranteeing high availability and platform stability

Desired Profile:
• Deep understanding of the ecosystem, including ingestion (e.g. Kafka, Kinesis, Apache Airflow), processing
frameworks (e.g. Spark, Flink) and storage engines (e.g. Google FIreStore, Google BigQuery).
• Should have indepth understanding of Bigquery architecture, table partitioning, clustering, best practices, type of
tables, etc.
• Should know how to reduce BigQuery costs by reducing the amount of data processed by your queries
• Practical knowledge of Kafka to build real-time streaming data pipelines and applications that adapt to the data
streams.
• Should be able to speed up queries by using denormalized data structures, with or without nested repeated fields
• Implementing ETL jobs using Bigquery
• Understanding of Bigquery ML
• Knowledge on latest database technologies like MongoDB, Cassandra, Data Bricks etc.
• Experience with various messaging systems, such as Kafka or RabbitMQ
• Experience in GCP and Managed services of GCP
Read more
Job posted by
Priyanka Praveen

Audio AI/ML Engineer

at Sizzle

Founded 2018  •  Product  •  20-100 employees  •  Raised funding
Data Science
Machine Learning (ML)
Natural Language Processing (NLP)
Computer Vision
Audio
Audio engineering
TensorFlow
Keras
PyTorch
Sentiment Analysis
speech
icon
Bengaluru (Bangalore)
icon
2 - 10 yrs
icon
₹6L - ₹20L / yr

Sizzle is an exciting new startup that’s changing the world of gaming.  At Sizzle, we’re building AI to automate gaming highlights, directly from Twitch and YouTube streams. We’re looking for a superstar engineer that is well versed with AI and audio technologies around audio detection, speech-to-text, interpretation, and sentiment analysis.  


You will be responsible for:

Developing audio algorithms to detect key moments within popular online games, such as:

Streamer speaking, shouting, etc.

Gunfire, explosions, and other in-game audio events

Speech-to-text and sentiment analysis of the streamer’s narration

Leveraging baseline technologies such as TensorFlow and others -- and building models on top of them

Building neural network architectures for audio analysis as it pertains to popular games

Specifying exact requirements for training data sets, and working with analysts to create the data sets

Training final models, including techniques such as transfer learning, data augmentation, etc. to optimize models for use in a production environment

Working with back-end engineers to get all of the detection algorithms into production, to automate the highlight creation


You should have the following qualities:

Solid understanding of AI frameworks and algorithms, especially pertaining to audio analysis, speech-to-text, sentiment analysis, and natural language processing

Experience using Python, TensorFlow and other AI tools

Demonstrated understanding of various algorithms for audio analysis, such as CNNs, LSTM for natural language processing, and others

Nice to have: some familiarity with AI-based audio analysis including sentiment analysis

Familiarity with AWS environments

Excited about working in a fast-changing startup environment

Willingness to learn rapidly on the job, try different things, and deliver results

Ideally a gamer or someone interested in watching gaming content online


Skills:

Machine Learning, Audio Analysis, Sentiment Analysis, Speech-To-Text, Natural Language Processing, Neural Networks, TensorFlow, OpenCV, AWS, Python


Work Experience:  2 years to 10 years


About Sizzle

Sizzle is building AI to automate gaming highlights, directly from Twitch and YouTube videos. Presently, there are over 700 million fans around the world that watch gaming videos on Twitch and YouTube. Sizzle is creating a new highlights experience for these fans, so they can catch up on their favorite streamers and esports leagues. Sizzle is available at www.sizzle.gg

Read more
Job posted by
Vijay Koduri

Senior Data Engineer

at Waterdip Labs

Founded 2021  •  Products & Services  •  0-20 employees  •  Profitable
Spark
Hadoop
Big Data
Data engineering
PySpark
Python
Apache Spark
SQL
Amazon Redshift
Apache Kafka
Amazon Web Services (AWS)
Git
CI/CD
Apache airflow
icon
Bengaluru (Bangalore)
icon
5 - 7 yrs
icon
₹15L - ₹30L / yr
About The Company
 
Waterdip Labs is a deep tech company founded in 2021. We are building an Open-Source Observability platform for AI. Our platform will help data engineers and data scientists to observe data and ml model performance in production.
Apart from the product, we are helping a few of our clients to build data and ML products.
Join us to help building the India’s 1st Open Source MLOps product.

About The Founders
Both founders are 2nd-timend time founders. Their 1st venture Inviz AI Solutions (https://www.inviz.ai) is a bootstrapped venture and became a prominent software service provider with several fortune 500 clients and a team of 100+ engineers.
Subhankar is an IIT Kharagpur alum with 10+ years of the experience software industry. He built some of the world-class Data and ML systems for companies like Target, Tesco, Falabella, and SAAS products for multiple India and USA-based start-ups. https://www.linkedin.com/in/wsubhankarb/
Gaurav is an IIT Dhanbad alum. He started his career in Tesco Labs as a data scientist for retail applications and gradually moved on to a more techno-functional role in major retail companies like Tesco, Falabella, Fazil, Lowes, and Aditya Birla group. https://www.linkedin.com/in/kumargaurav2596/
They started Waterdip with a vision to build world-class open-source software out of India.

About the Job
The client is a publicly owned, global technology company with 48 offices in 17 countries. It provides software design and delivery, tools and consulting services. The client is closely associated with the movement for agile software development and has contributed to the content of opensource products.

Job responsibilities
• Analyze, organize raw data, build data pipeline and test scripts
• Understand the business process, job orchestration from the SSIS packages
• Explore ways to enhance data quality, optimize and improve reliability
• Developing data pipelines to process event-streaming data
• Implementation of data standards, policies and data security
• Develop CI/CD pipeline to deploy and maintain data pipelines
 
Job qualifications
5-7 years of experience
 
Technical skills
• You should have experience with Python and anymore development languages
• Have working experience in SQL
• You have exposure to Data processing tooling and Data visualization
• Comfortability with Azure proficiency, CI/CD and Git
• Have understanding on Data quality, data pipelines, data storage, distributed systems architecture, data security, data privacy & ethics, data modeling, data infrastructure & operations and Business Intelligence
• Bonus points if you have prior working knowledge in creating data products and/or prior experience on Azure Data Catalog, Azure Event Hub
• Workflow management platform like Airflow.
• Large scale data processing tool like Apache Spark.
• Distributed messaging platform like Apache Kafka.

Professional skills
• You enjoy influencing others and always advocate for technical excellence while being open to change when needed
• Presence in the external tech community: you willingly share your expertise with others via speaking engagements, contributions to open source, blogs and more
• You're resilient in ambiguous situations and can approach challenges from multiple perspectives
 
 
 
 
 
 
 
 
 
 
 
 
Read more
Job posted by
Subhankar Biswas

Senior Engineer - Artificial Intelligence / Computer Vision

at MulticoreWare

Founded 2009  •  Products & Services  •  100-1000 employees  •  Bootstrapped
Data Science
Machine Learning (ML)
Natural Language Processing (NLP)
Computer Vision
C
C++
Embedded C++
Data processing
Deep Learning
recommendation algorithm
sensor fusion
icon
Chennai
icon
3 - 6 yrs
icon
₹7L - ₹12L / yr

Senior Engineer  – Artificial Intelligence / Computer Vision
(Business Unit – Autonomous Vehicles & Automotive - AVA)


We are seeking an exceptional, experienced senior engineer with deep expertise in Computer Vision, Neural Networks, 3D Scene Understanding and Sensor Data Processing. The expectation is to lead a growing team of engineers to help them build and deliver customized solutions for our clients. A solid engineering as well as team management background is a must.


About MulticoreWare Inc
MulticoreWare Inc is a software and solutions development company with top-notch talent and skill in a variety of micro-architectures, including multi-thread, multi-core, and heterogeneous hardware platforms. It works in sectors including High Performance Computing (HPC), Media & AI Analytics, Video Solutions, Autonomous Vehicle and Automotive software, all of which are rapidly expanding. The Autonomous Vehicles & Automotive business unit specializes in delivering optimized solutions for sophisticated sensor fusion intelligence and the design of algorithms & implementation of software to be deployed on a variety of automotive grade hardware platforms.


Role Responsibilities
● Lead a team to solve the problems in a perception / autonomous-systems scope and turn ideas into code & products
● Drive all technical elements of development, such as project requirements definition, design, implementation, unit testing, integration, and software delivery
● Implementing cutting edge AI solutions on embedded platforms and optimizing them for performance. Hardware architecture aware algorithm design and development
● Contribute to the vision and long-term strategy of the business unit


Required Qualifications (Must Have)
● 3 - 7 years of experience with real world system building, including design, coding (C++/Python) and evaluation/testing (C++/Python)
● Solid experience in 2D / 3D Computer Vision algorithms, Machine Learning and Deep Learning fundamentals – Theory & Practice. Hands-on experience with Deep Learning frameworks like Caffe, TensorFlow or PyTorch
● Expert level knowledge in any of the courses related Signal Data Processing / Autonomous or Robotics software development (Perception, Localization, Prediction, Planning), multi-object tracking, sensor fusion algorithms and familiarity on Kalman filters, particle filters, clustering methods etc.
● Good project management and execution capabilities, as well as good communication and coordination ability
● Bachelor’s degree in Computer Science, Computer Engineering, Electrical Engineering, or related fields


Preferred Qualifications (Nice-to-Have)
● GPU architecture and CUDA programming experience, as well as knowledge of AI inference optimization using Quantization, Compression (or) Model Pruning
● Track record of research excellence with prior publication on top-tier conferences and journals

Read more
Job posted by
Amritha Baskaran

Freelance Faculty

at Simplilearn Solutions

Founded 2009  •  Product  •  500-1000 employees  •  Profitable
Java
Amazon Web Services (AWS)
Big Data
Corporate Training
Data Science
Digital Marketing
Hadoop
icon
Anywhere, United States, Canada
icon
3 - 10 yrs
icon
₹2L - ₹10L / yr
To introduce myself I head Global Faculty Acquisition for Simplilearn. About My Company: SIMPLILEARN is a company which has transformed 500,000+ carriers across 150+ countries with 400+ courses and yes we are a Registered Professional Education Provider providing PMI-PMP, PRINCE2, ITIL (Foundation, Intermediate & Expert), MSP, COBIT, Six Sigma (GB, BB & Lean Management), Financial Modeling with MS Excel, CSM, PMI - ACP, RMP, CISSP, CTFL, CISA, CFA Level 1, CCNA, CCNP, Big Data Hadoop, CBAP, iOS, TOGAF, Tableau, Digital Marketing, Data scientist with Python, Data Science with SAS & Excel, Big Data Hadoop Developer & Administrator, Apache Spark and Scala, Tableau Desktop 9, Agile Scrum Master, Salesforce Platform Developer, Azure & Google Cloud. : Our Official website : www.simplilearn.com If you're interested in teaching, interacting, sharing real life experiences and passion to transform Careers, please join hands with us. Onboarding Process • Updated CV needs to be sent to my email id , with relevant certificate copy. • Sample ELearning access will be shared with 15days trail post your registration in our website. • My Subject Matter Expert will evaluate you on your areas of expertise over a telephonic conversation - Duration 15 to 20 minutes • Commercial Discussion. • We will register you to our on-going online session to introduce you to our course content and the Simplilearn style of teaching. • A Demo will be conducted to check your training style, Internet connectivity. • Freelancer Master Service Agreement Payment Process : • Once a workshop/ Last day of the training for the batch is completed you have to share your invoice. • An automated Tracking Id will be shared from our automated ticketing system. • Our Faculty group will verify the details provided and share the invoice to our internal finance team to process your payment, if there are any additional information required we will co-ordinate with you. • Payment will be processed in 15 working days as per the policy this 15 days is from the date of invoice received. Please share your updated CV to get this for next step of on-boarding process.
Read more
Job posted by
STEVEN JOHN

Alternative Data Programmer for Equity Fund

at Sameeksha Capital

Founded 2015  •  Services  •  20-100 employees  •  Bootstrapped
Java
Python
Data Structures
Algorithms
C++
Big Data
icon
Ahmedabad
icon
1 - 2 yrs
icon
₹1L - ₹3L / yr
Looking for Alternative Data Programmer for equity fund
The programmer should be proficient in python and should be able to work totally independently. Should also have skill to work with databases and have strong capability to understand how to fetch data from various sources, organise the data and identify useful information through efficient code.
Familiarity with Python 
Some examples of work: 
Text search on earnings transcripts for keywords to identify future trends.  
Integration of internal and external financial database
Web scraping to capture clean and organize data
Automatic updating of our financial models by importing data from machine readable formats such as XBRL 
Fetching data from public databases such as RBI, NSE, BSE, DGCA and process the same. 
Back-testing of data either to test historical cause and effect relation on market performance/portfolio performance, as well as back testing of our screener criteria in devising strategy
Read more
Job posted by
Bhavin Shah

freelance trainers

at Monkfox

Founded 2015  •  Services  •  0-20 employees  •  Bootstrapped
nano electronics
vehicle dynamics
computational dynamics
Android Development
Big Data
Industrial Design
Internet of Things (IOT)
Robotics
icon
Anywhere
icon
8 - 11 yrs
icon
₹5L - ₹10L / yr
We are a team with a mission, A mission to create and deliver great learning experiences to engineering students through various workshops and courses. If you are an industry professional and :- See great scope of improvement in higher technical education across the country and connect with our purpose of impacting it for good. Keen on sharing your technical expertise to enhance the practical learning of students. You are innovative in your ways of creating content and delivering them. You don’t mind earning few extra bucks while doing this in your free time. Buzz us at [email protected] and let us discuss how together we can take technological education in the country to new heights.
Read more
Job posted by
Tanu Mehra

Deep Learning Coputer VIsion Data Scientist

at Number Theory

Founded 2016  •  Product  •  20-100 employees  •  Raised funding
Deep Learning
OpenCV
Data Science
Keras
TensorFlow
pytorch
icon
NCR (Delhi | Gurgaon | Noida)
icon
1 - 7 yrs
icon
₹20L - ₹35L / yr
We are looking for Smart Deep learning Computer Vision Data Scientist. Phd person is preferable.
Read more
Job posted by
Tarun Gulyani

Senior NLP Engineer

at Niki.ai

Founded 2015  •  Product  •  20-100 employees  •  Raised funding
Natural Language Processing (NLP)
Machine Learning (ML)
Python
icon
Bengaluru (Bangalore)
icon
5 - 12 yrs
icon
₹20L - ₹40L / yr
We at  https://niki.ai/" target="_blank">niki.ai are currently looking for a NLP Engineer to join our team. We would love to tell you a little more about the position and learn a few things about you. Below is the job description for the Natural Language Processing Engineer Role for your reference. 

Job Description
Niki is an artificially intelligent ordering application (http://niki.ai/app" target="_blank">niki.ai/app). Our founding team is from IIT Kharagpur, and we are looking for a Natural Language Processing Engineer to join our engineering team.

The ideal candidate will have industry experience solving language-related problems using statistical methods on vast quantities of data available from Indian mobile consumers and elsewhere.

Major responsibilities would be:

1. Create language models from text data. These language models draw heavily from statistical, deep learning as well as rule based research in recent times around building taggers, parsers, knowledge graph based dictionaries etc.

2. Develop highly scalable classifiers and tools leveraging machine learning, data regression, and rules based models

3. Work closely with product teams to implement algorithms that power user and developer-facing products

We work mostly in Java and Python and object oriented concepts are a must to fit in the team. Basic eligibility criteria are:

1. Graduate/Post-Graduate/M.S./Ph.D in Computer Science/Mathematics/Machine Learning/NLP or allied fields.
2. Industry experience of min 5 years.
3. Strong background in Natural Language Processing and Machine Learning
4. Have some experience in leading a team big or small.
5. Experience with Hadoop/Hbase/Pig or MaprReduce/Sawzall/Bigtable is a plus

Competitive Compensation.

What We're Building
We are building an automated messaging platform to simplify ordering experience for consumers. We have launched the Android App: http://niki.ai/app" target="_blank">niki.ai/app . In the current avatar, Niki can process mobile phone recharge and book cabs for the consumers. It assists in finding the right recharge plans across topup, 2g, 3g and makes the transaction. In cab booking, it helps in end to end booking along with tracking and cancellation within the App. You may also compare to get the nearest or the cheapest cab among available ones.

Being an instant messaging App, it works seamlessly on 2G / 3G / Wifi and is light weight around 3.6 MB. You may check out using: https://niki.ai/" target="_blank">niki.ai app
 
Read more
Job posted by
Alyeska Araujo

Data Engineer

at Liquintel

Founded 2018  •  Services  •  20-100 employees  •  Bootstrapped
Big Data
Apache Spark
MongoDB
Relational Database (RDBMS)
Apache Hive
SQL
icon
Bengaluru (Bangalore)
icon
0 - 1 yrs
icon
₹2L - ₹3L / yr

We are looking for BE/BTech graduates (2018/2019 pass out) who want to build their career as Data Engineer covering technologies like Hadoop, NoSQL, RDBMS, Spark, Kafka, Hive, ETL, MDM & Data Quality. You should be willing to learn, explore, experiment, develop POCs/Solutions using these technologies with guidance and support from highly experienced Industry Leaders. You should be passionate about your work and willing to go extra mile to achieve results.

We are looking for candidates who believe in commitment and in building strong relationships. We need people who are passionate about solving problems through software and are flexible.

Required Experience, Skills and Qualifications

Passionate to learn and explore new technologies

Any RDBMS experience (SQL Server/Oracle/MySQL)

Any ETL tool experience (Informatica/Talend/Kettle/SSIS)

Understanding of Big Data technologies

Good Communication Skills

Excellent Mathematical / Logical / Reasoning Skills

Read more
Job posted by
Kamal Prithiani
Did not find a job you were looking for?
icon
Search for relevant jobs from 10000+ companies such as Google, Amazon & Uber actively hiring on Cutshort.
Get to hear about interesting companies hiring right now
iconFollow Cutshort
Want to apply to this role at Oil & Energy Industry?
Why apply via Cutshort?
Connect with actual hiring teams and get their fast response. No spam.
Learn more
Get to hear about interesting companies hiring right now
iconFollow Cutshort