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Machine Learning Scientist
Machine Learning Scientist
Turing's logo

Machine Learning Scientist

Misbah Munir's profile picture
Posted by Misbah Munir
5 - 10 yrs
₹10L - ₹20L / yr
Remote only
Skills
skill iconMachine Learning (ML)
Artificial Intelligence (AI)
Natural Language Processing (NLP)
Decision trees
skill iconDeep Learning
Neural networks
TensorFlow
Keras
skill iconPython
PyTorch

About Turing:

Turing enables U.S. companies to hire the world’s best remote software engineers. 100+ companies including those backed by Sequoia, Andreessen, Google Ventures, Benchmark, Founders Fund, Kleiner, Lightspeed, and Bessemer have hired Turing engineers. For more than 180,000 engineers across 140 countries, we are the preferred platform for finding remote U.S. software engineering roles. We offer a wide range of full-time remote opportunities for full-stack, backend, frontend, DevOps, mobile, and AI/ML engineers.

We are growing fast (our revenue 15x’d in the past 12 months and is accelerating), and we have raised $14M in seed funding (https://tcrn.ch/3lNKbM9">one of the largest in Silicon Valley) from:

  • Facebook’s 1st CTO and Quora’s Co-Founder (Adam D’Angelo)
  • Executives from Google, Facebook, Square, Amazon, and Twitter
  • Foundation Capital (investors in Uber, Netflix, Chegg, Lending Club, etc.)
  • Cyan Banister
  • Founder of Upwork (Beerud Sheth)

We also raised a much larger round of funding in October 2020 that we will be publicly announcing over the coming month. 

Some articles about Turing:


Turing is led by successful repeat founders Jonathan Siddharth and Vijay Krishnan, whose last A.I. company leveraged elite remote talent and had a successful acquisition. (https://techcrunch.com/2017/02/23/revcontent-acquires-rover/">Techcrunch story). Turing’s leadership team is composed of ex-Engineering and Sales leadership from Facebook, Google, Uber, and Capgemini.


About the role:

Software developers from all over the world have taken 200,000+ tests and interviews on Turing. Turing has also recommended thousands of developers to its customers and got customer feedback in terms of customer interview pass/fail data and data from the success of the collaboration with a U.S customer. This generates a massive proprietary dataset with a rich feature set comprising resume and test/interview features and labels in the form of actual customer feedback. Continuing rapid growth in our business creates an ever-increasing data advantage for us. 

 

We are looking for a Machine Learning Scientist who can help solve a whole range of exciting and valuable machine learning problems at Turing. Turing collects a lot of valuable heterogeneous signals about software developers including their resume, GitHub profile and associated code and a lot of fine-grained signals from Turing’s own screening tests and interviews (that span various areas including Computer Science fundamentals, project ownership and collaboration, communication skills, proactivity and tech stack skills), their history of successful collaboration with different companies on Turing, etc. 

A machine learning scientist at Turing will help create deep developer profiles that are a good representation of a developer’s strengths and weaknesses as it relates to their probability of getting successfully matched to one of Turing’s partner companies and having a fruitful long-term collaboration. The ML scientist will build models that are able to rank developers for different jobs based on their probability of success at the job. 

     
 You will also help make Turing’s tests more efficient by assessing their ability to predict the probability of a successful match of a developer with at least one company. The prior probability of a registered developer getting matched with a customer is about 1%. We want our tests to adaptively reduce perplexity as steeply as possible and move this probability estimate rapidly toward either 0% or 100%; maximize expected information-gain per unit time in other words. 

As an ML Scientist on the team, you will have a unique opportunity to make an impact by advancing ML models and systems, as well as uncovering new opportunities to apply machine learning concepts to Turing product(s).

This role will directly report to Turing’s founder and CTO, https://www.linkedin.com/in/vijay0/">Vijay Krishnan. This is his https://scholar.google.com/citations?user=uCRc7DgAAAAJ&;hl=en">Google Scholar profile. 


Responsibilities:

  • Enhance our existing machine learning systems using your core coding skills and ML knowledge.
  • Take end to end ownership of machine learning systems - from data pipelines, feature engineering, candidate extraction, model training, as well as integration into our production systems.
  • Utilize state-of-the-art ML modeling techniques to predict user interactions and the direct impact on the company’s top-line metrics.
  • Design features and builds large scale recommendation systems to improve targeting and engagement.
  • Identify new opportunities to apply machine learning to different parts of our product(s) to drive value for our customers.

 

 

Minimum Requirements:

 

  • BS, MS, or Ph.D. in Computer Science or a relevant technical field (AI/ML preferred).
  • Extensive experience building scalable machine learning systems and data-driven products working with cross-functional teams
  • Expertise in machine learning fundamentals, applicable to search - Learning to Rank, Deep Learning, Tree-Based Models, Recommendation Systems, Relevance and Data mining, understanding of NLP approaches like W2V or Bert.
  • 2+ years of experience applying machine learning methods in settings like recommender systems, search, user modeling, graph representation learning, natural language processing.
  • Strong understanding of neural network/deep learning, feature engineering, feature selection, optimization algorithms. Proven ability to dig deep into practical problems and choose the right ML method to solve them.
  • Strong programming skills in Python and fluency in data manipulation (SQL, Spark, Pandas) and machine learning (scikit-learn, XGBoost, Keras/Tensorflow) tools.
  • Good understanding of mathematical foundations of machine learning algorithms.
  • Ability to be available for meetings and communication during Turing's "coordination hours" (Mon - Fri: 8 am to 12 pm PST).

 

Other Nice-to-have Requirements:

 

  • First author publications in ICML, ICLR, NeurIPS, KDD, SIGIR, and related conferences/journals. 
  • Strong performance in Kaggle competitions.
  • 5+ years of industry experience or a Ph.D. with 3+ years of industry experience in applied machine learning in similar problems e.g. ranking, recommendation, ads, etc.
  • Strong communication skills.
  • Experienced in leading large-scale multi-engineering projects.
  • Flexible, and a positive team player with outstanding interpersonal skills.
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Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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About Turing

Founded :
2018
Type :
Product
Size :
100-500
Stage :
Raised funding

About

Hire the top 1% of 150,000 senior remote software engineers | Find remote U.S. developer jobs | Full-stack, mobile, frontend, backend DevOps, AI/ML and more.
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Misbah Munir

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Joining our team


Interview process

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    • Knowledge of Unix Shell scripting

Desired Candidate Profile

  • Minimum 5-10 years of experience in UI development
  • Bachelor's Degree preferred, or equivalent combination of education, training, and experience
  • Must possess and demonstrate a good understanding of user interface design, usability
  • Extremely attentive to details and efficiency to work under tight deadlines
  • Must be Result oriented & should have an ability to work independently
  • Experience in resolving cross-browser compatibility issues
  • Makes it a point to avoid typical loopholes and points of failure in the code and passionate about solving issues as quickly as possible
  • Attention to detail and pixel perfection
  • Should be independent and confident in handling daily task
Read more
Casey Foods
at Casey Foods
7 recruiters
Subhashree Dash
Posted by Subhashree Dash
Odisha, Nabarangpur
3 - 8 yrs
₹2L - ₹3L / yr
Sales
Marketing
FMCG
  • To appoint Block Sales Manager in their respective Districts.
  • To manage sales operations in assigned district to achieve revenue goals.
  • To supervise sales team members on daily basis and provide guidance whenever needed.
  • To identify skill gaps and conduct trainings to sales team.
  • To work with team to implement new sales techniques to obtain profits.
  • To assist in employee recruitment, promotion, retention and termination activities.
  • To conduct employee performance evaluation and provide feedback for improvements.
  • To contact potential customers and identify new business opportunities.
  • To stay abreast with customer needs, market trends and competitors.
  • To maintain clear and complete sales reports for management review.
  • To build strong relationships with customers for business growth.
  • To analyze sales performances and recommend improvements.
  • To ensure that sales team follows company policies and procedures at all times.
  • To develop promotional programs to increase sales and revenue.
  • To plan and coordinate sales activities for assigned projects.
  • To provide outstanding services and ensure customer satisfaction.
              
  • To appoint Block Sales Manager in their respective Districts.
  • To manage sales operations in assigned district to achieve revenue goals.
  • To supervise sales team members on daily basis and provide guidance whenever needed.
  • To identify skill gaps and conduct trainings to sales team.
  • To work with team to implement new sales techniques to obtain profits.
  • To assist in employee recruitment, promotion, retention and termination activities.
  • To conduct employee performance evaluation and provide feedback for improvements.
  • To contact potential customers and identify new business opportunities.
  • To stay abreast with customer needs, market trends and competitors.
  • To maintain clear and complete sales reports for management review.
  • To build strong relationships with customers for business growth.
  • To analyze sales performances and recommend improvements.
  • To ensure that sales team follows company policies and procedures at all times.
  • To develop promotional programs to increase sales and revenue.
  • To plan and coordinate sales activities for assigned projects.
  • To provide outstanding services and ensure customer satisfaction.
               
Read more
Tardigrade Technologies Private Limited
bangalore
1 - 3 yrs
₹4L - ₹5L / yr
skill iconAngular (2+)
User Interface (UI) Development
skill iconHTML/CSS
Ionic
skill iconjQuery
+3 more
Minimum of 2+ years of professional experience in web or hybrid app development
Must have Skills
==============
Excellent understanding on fundamentals of Javascript, HTML5, CSS3
Proficient in Javascript/CSS frameworks like AngularJS (2+), jQuery, Bootstrap
Proficient understanding of code versioning tools, such as Git/SVN
Very good with data structures and algorithms
Excellent communication skills to interact with clients/stakeholders
Good to have Skills
=================
REST API development using NodeJS, MongoDB, Express
UX skills like prototyping or wireframing the UI requirements
Mobile App development using Phonegap or Ionic or React Native or Flutter
Responsibilities
==============
Communicating with the clients/stakeholders to understand the project requirements.
Delivering front-end solution, ensuring client satisfaction.
Leading the front-end team from a technical, architectural and quality perspective.
Collaborating with the backend developers to build REST APIs.
What you will get?
================
Flexible timings
Small team, hence quick growth
Training on latest technologies
Read more
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