Collaborative Filtering Algorithm In Machine Learning Jobs Full Time Jobs in Usa

31,372 positions found — Page 3

Delivery Driver - Full-Time (2nd shift)
✦ New
Salary not disclosed
Why Deliver with DoorDash? DoorDash is the #1 category leader in food delivery, food pickup, and convenience store delivery in the US, trusted by millions of customers every day. As a Dasher, you’ll stay busy with a variety of earnings opportunities and can work when it works for you. Whether you’re looking for a side hustle or a full-time gig, delivering with DoorDash gives you the opportunity to earn extra cash on your terms.
Multiple ways to earn: Whether you’re delivering meals, groceries, or retail orders, DoorDash offers diverse earning opportunities so you can maximize your time.
Total flexibility: Dash when it works for you. Set your own hours and work as much—or as little—as you want. 
Know how much you'll make: Clear and concise pay model lets you know the minimum amount you will make before accepting any offer.
Instant cash flow: Get paid the same day you dash with DoorDash Crimson*. No deposit fees, no waiting.
Quick and easy start: Sign up in minutes and get on the road fast.**
Simple Process: Just pick up, drop off, and cash out. Payday is in your back pocket.
Basic Requirements
~18+ years old*** (21+ to deliver alcohol)
~ Any car, scooter, or bicycle (in select cities)
~ Driver's license number
~ Social security number (only in the US)
~ Consistent access to a smartphone

How to Sign Up
Click “Sign UpApply Now” and complete the sign up process
Download the DoorDash Dasher app and go
*Subject to eligibility requirements and successful ID verification. The DoorDash Crimson Deposit Account is established by Starion Bank, Member FDIC. The DoorDash Crimson Visa® Debit Card is issued by Starion Bank.
**Subject to eligibility..
***Must be 19+ in Arizona, California, Colorado, Delaware, Florida, Georgia, Idaho, Kentucky, Montana, New Jersey, New Mexico, Texas, Utah, and West Virginia
Additional information
Dashing with DoorDash is a great earnings opportunity for anyone looking for part-time, seasonal, flexible, weekend, after-school, temporary, steady delivery gig. Deliver with DoorDash and earn extra cash while being your own boss. Dash when it works for you. Sign up today.
permanent
Delivery Transport Driver (Full-Time)
✦ New
🏢 Doordash
Salary not disclosed
Why Deliver with DoorDash? DoorDash is the #1 category leader in food delivery, food pickup, and convenience store delivery in the US, trusted by millions of customers every day. As a Dasher, you’ll stay busy with a variety of earnings opportunities and can work when it works for you. Whether you’re looking for a side hustle or a full-time gig, delivering with DoorDash gives you the opportunity to earn extra cash on your terms.
Multiple ways to earn: Whether you’re delivering meals, groceries, or retail orders, DoorDash offers diverse earning opportunities so you can maximize your time.
Total flexibility: Dash when it works for you. Set your own hours and work as much—or as little—as you want. 
Know how much you'll make: Clear and concise pay model lets you know the minimum amount you will make before accepting any offer.
Instant cash flow: Get paid the same day you dash with DoorDash Crimson*. No deposit fees, no waiting.
Quick and easy start: Sign up in minutes and get on the road fast.**
Simple Process: Just pick up, drop off, and cash out. Payday is in your back pocket.
Basic Requirements
~18+ years old*** (21+ to deliver alcohol)
~ Any car, scooter, or bicycle (in select cities)
~ Driver's license number
~ Social security number (only in the US)
~ Consistent access to a smartphone

How to Sign Up
Click “Sign UpApply Now” and complete the sign up process
Download the DoorDash Dasher app and go
*Subject to eligibility requirements and successful ID verification. The DoorDash Crimson Deposit Account is established by Starion Bank, Member FDIC. The DoorDash Crimson Visa® Debit Card is issued by Starion Bank.
**Subject to eligibility..
***Must be 19+ in Arizona, California, Colorado, Delaware, Florida, Georgia, Idaho, Kentucky, Montana, New Jersey, New Mexico, Texas, Utah, and West Virginia
Additional information
Dashing with DoorDash is a great earnings opportunity for anyone looking for part-time, seasonal, flexible, weekend, after-school, temporary, steady delivery gig. Deliver with DoorDash and earn extra cash while being your own boss. Dash when it works for you. Sign up today.
permanent
Full-Time Evening Cook
Salary not disclosed
Madison, IN 2 days ago

Full-Time Evening Cook

Job Reference Number: 37012
Employment Type:
Full-Time, Onsite
Segment:
Healthcare
Brand:
Cura-Hospitality
Location:
Madison, Indiana (US-IN)

Why work for Cura Hospitality? The Role at a glance:

We are looking to add an experienced Full-Time PM Cook to work the evening shift with the a highly motivated and energetic kitchen staff in our Madison, IN location. As a Cook with Cura Hospitality, you will have the opportunity to work in a fast-paced, efficient environment and cook delicious meals. If you are driven, passionate about preparing and serving high quality meals, and are looking for an organization that promotes your personal growth, this could be the right role for you. *This posiiton will be scheduled 11:00am - 6:30pm.*

What you'll be doing:
  • Quality and portion control
  • Food preparation
  • Creative food presentation
  • Maintaining kitchen
  • Ensuring food is stored properly
  • Following safe food handling policies, procedures and recipes
What we're looking for:

Must-haves:

  • At least one years prior culinary experience in a quality and high-volume establishment with an emphasis on scratch cooking
  • Working knowledge of proper culinary methods, techniques, and standards.
  • Excellent attention to detail and the ability to perform multiple tasks in fast-paced environment.
  • Ability to use various kitchen equipment and tools as well as identify and differentiate food items.
  • Customer service experience is required.

Nice-to-haves:

  • Food handlers certification
Where you'll be working:
  • Madison State Hospital, located in Madison, IN
Full-Time Benefits:
  • Medical
  • Dental
  • Vision
  • Voluntary UNUM offering for Accident, Critical Illness and Hospital Indemnity
  • Discount Program
  • Commuter Benefits (Parking and Transit)
  • EAP
  • 401k
  • Sick Time
  • Holiday Pay (9 paid holidays)
  • Tuition Reimbursement
  • Paid Time Off
Compensation Range:
  • $15.00 - $17.50 per hour, depending on experience.

About Cura:

Cura serves hospitals, senior living centers, and other long-term care facilities. We guarantee compassionate service and healthy, delicious meals to ensure that quality of life never diminishes.

About Elior North America:

Elior North America is an equal opportunity employer. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability or protected veteran status. We are committed to diversity and encourage applications from people of all backgrounds and abilities. We take pride in supporting the development of our employees and their skills at all levels and in fostering an environment of growth.

At Elior North America, we are committed to offering growth and advancement opportunities for all of our employees. The valuable skills and experience youve gained with Elior will propel you further in your career, whether with our corporate office or one of our brand segments.

Disclaimer: This job description can be revised by management as needed. #LI-EB1 #boost

permanent
Full-Time Line Cook
✦ New
🏢 Cura-Hospitality
Salary not disclosed
Indianapolis, IN 1 day ago

Full-Time Line Cook

Job Reference Number: 37789
Employment Type:
Full-Time, Onsite
Segment:
Healthcare
Brand:
Cura-Hospitality
Location:
Indianapolis, Indiana (US-IN)

Why work for Cura Hospitality?
  • Weekly Pay!
  • Work/Life Balance!
  • Competitive Benefit Packages!
  • Tuition Reimbursement!
  • Employee Referral Bonus!
  • 401K & Company Match!

Elior North America is a family of distinct hospitality companies with more than 50 years of industry experience and 15,000 team members united in our passion for food, service, and excellence. We share an appetite for growth which drives all of us to continually reimagine our customers experience.

The Role at a glance:

We are looking to add an experienced Full-Time Line Cook to work with a highly motivated and energetic kitchen staff in our Indianapolis, IN location. As a Cook with Cura Hospitality, you will have the opportunity to work in a fast-paced, efficient environment and cook delicious meals. If you are driven, passionate about preparing and serving high quality meals, and are looking for an organization that promotes your personal growth, this could be the right role for you.

What you'll be doing:
  • Quality and portion control
  • Food preparation
  • Creative food presentation
  • Maintaining kitchen
  • Ensuring food is stored properly
  • Following safe food handling policies, procedures and recipes
What we're looking for:

Must-haves:

  • At least one years prior culinary experience in a quality and high-volume establishment with an emphasis on scratch cooking
  • Working knowledge of proper culinary methods, techniques, and standards.
  • Excellent attention to detail and the ability to perform multiple tasks in fast-paced environment.
  • Ability to use various kitchen equipment and tools as well as identify and differentiate food items.
  • Customer service experience is required.

Nice-to-haves:

  • Food handlers certification
Where you'll be working:
  • Robin Run Village Senior Living, located in Indianapolis, IN
Full-Time Benefits:
  • Medical
  • Dental
  • Vision
  • Voluntary UNUM offering for Accident, Critical Illness and Hospital Indemnity
  • Discount Program
  • Commuter Benefits (Parking and Transit)
  • EAP
  • 401k
  • Sick Time
  • Holiday Pay (9 paid holidays)
  • Tuition Reimbursement
  • Paid Time Off
Compensation Range:
  • $16.50 - $18.00 per hour, depending on experience

About Cura:

Cura serves hospitals, senior living centers, and other long-term care facilities. We guarantee compassionate service and healthy, delicious meals to ensure that quality of life never diminishes.

About Elior North America:

Elior North America is an equal opportunity employer. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability or protected veteran status. We are committed to diversity and encourage applications from people of all backgrounds and abilities. We take pride in supporting the development of our employees and their skills at all levels and in fostering an environment of growth.

At Elior North America, we are committed to offering growth and advancement opportunities for all of our employees. The valuable skills and experience youve gained with Elior will propel you further in your career, whether with our corporate office or one of our brand segments.

Disclaimer: This job description can be revised by management as needed. #LI-EB1

permanent
Research Engineer - Applied Machine Learning
Salary not disclosed
Ashburn, VA 2 days ago

Research Engineer – Applied Machine Learning

Novateur stands for Innovation. We value creativity, vision, collaboration, and above all, ambition to innovate. Novateur Research Solutions is an R&D firm located in Northern Virginia, developing intelligent systems that push the boundaries of computer vision, AI, and large-scale learning.

We are seeking Research Engineers to advance the state of the art in large-scale machine learning, spatiotemporal modeling, and multimodal reasoning. Our projects span object tracking, re-identification, geo-localization, chemical and biological defense, and scene understanding. You will work at the intersection of software engineering and applied research, turning novel algorithms into robust, deployable systems.


Responsibilities:

• Prototype and optimize algorithms in computer vision and machine learning.

• Build scalable training and inference pipelines on cloud platforms (AWS EKS).

• Perform data curation, model evaluation, and system integration.

• Collaborate with academic and government research partners.


Requirements:

• BS or MS in Computer Science, Engineering, Applied Math, or related field.

• Experience with PyTorch or TensorFlow and scalable model training.

• Strong background in algorithms and software design.

• Excellent communication and technical writing skills.

• U.S. Citizen or Permanent Resident.


Preferred:

• Experience with geospatial data (PostGIS, GeoJSON, QGIS).

• Familiarity with Kubernetes and distributed data systems.


Why Novateur?

Join a team that values creativity and initiative. Our engineers have freedom to innovate, collaborate with top researchers, publish research in major scientific conferences, and see their ideas deployed in impactful applications.


Company Benefits:

Novateur offers competitive pay and benefits comparable to Fortune 500 companies that include a wide choice of healthcare options with generous company subsidy, 401(k) with generous employer match, paid holidays and paid time off increasing with tenure, and company paid short-term disability, long-term disability, and life insurance.

We offer a work environment which fosters individual thinking along with collaboration opportunities within and beyond Novateur. In return, we expect a high level of performance and passion to deliver enduring results for our clients.

Not Specified
HVAC Technician - Full Time - Days
Salary not disclosed
UTICA, NY 5 days ago
Job Summary

General facility maintenance and repair duties as directed. Pneumatic and direct digital control experience. Knowledge of air conditioning and refrigeration including ice machines. Experienced in troubleshooting and repair of HVAC equipment. Ability to cut and thread pipe to meet base fabrication needs. Maintain and install filter systems. Some knowledge of medical gas systems. Install and maintain circulating pumps. Knowledge of high-pressure steam boilers and delivery systems. Estimate and requisition materials needed for projects. Working knowledge of OSHA, State, DOH and Hospital Safety Standards. Ability to analyze and troubleshoot Electrical controls. Additional electrical experience is helpful. Experienced in all forms of soldering. Ability to understand and complete preventative maintenance programs. Be able to perform heavy lifting and climbing. Ability to perform snow removal duties including shoveling salting and working knowledge of snow plow operations. Strong self-motivation is expected.

Core Job Responsibilities

- 55% Work order response: but not limited to area temperature problems throughout the Facility. Replacing/repairing pump and circulators. Repairing and charging refrigerant systems. Adding or moving equipment for construction projects.

- 25% Preventive maintenance duties: Typical but not limited to filter changes, coil cleaning, and belt changes. Ice machine cleaning and service.

- 10% Compliance with regulatory responsibilities: Ensure appropriate function is maintained to comply with various regulatory agencies. Refrigerant reclaiming, and Fire barrier repair.

- 10% Quality Improvement: to look for ways to improve the patient/visitor experience. Update heating and cooling systems. Modifying or move HVAC components or sensors for improve comfort.

Education/Experience Requirements

Required:

- High School or equivalent,
- 5 years of HVAC Experience

Preferred:

- Associates or higher degree
- 3-5 years of Healthcare Facilities or Trade Experience

Licensure/Certification Requirements

Required:

- Universal Refrigerant Reclaiming license

Disclaimer

Qualified applicants will receive consideration for employment without regard to their age, race, religion, national origin, ethnicity, age, gender (including pregnancy, childbirth, et al), sexual orientation, gender identity or expression, protected veteran status, or disability.

Successful candidates might be required to undergo a background verification with an external vendor.

Job Details

Req Id 89077
Department ENGINEERING
Shift Days
Shift Hours Worked 7.50
FTE 0.94
Work Schedule UFCSM
Employee Status A1 - Full-Time
Union 2006 - UFCW
Pay Range $21 - $27 Hourly
permanent
Machine Learning Engineer, tvScientific
Salary not disclosed
San Francisco, CA 3 days ago

About Pinterest:


Millions of people around the world come to our platform to find creative ideas, dream about new possibilities and plan for memories that will last a lifetime. At Pinterest, we're on a mission to bring everyone the inspiration to create a life they love, and that starts with the people behind the product.


Discover a career where you ignite innovation for millions, transform passion into growth opportunities, celebrate each other's unique experiences and embrace theflexibility to do your best work. Creating a career you love? It's Possible.


At Pinterest, AI isn't just a feature, it's a powerful partner that augments our creativity and amplifies our impact, and we're looking for candidates who are excited to be a part of that. To get a complete picture of your experience and abilities, we'll explore your foundational skills and how you collaborate with AI.


Through our interview process, what matters most is that you can always explain your approach, showing us not just what you know, but how you think. You can read more about our AI interview philosophy and how we use AI in our recruiting process here.

About tvScientific


tvScientific is the first and only CTV advertising platform purpose-built for performance marketers. We leverage massive data and cutting-edge science to automate and optimize TV advertising to drive business outcomes. Our solution combines media buying, optimization, measurement, and attribution in one, efficient platform. Our platform is built by industry leaders with a long history in programmatic advertising, digital media, and ad verification who have now purpose-built a CTV performance platform advertisers can trust to grow their business.



We are seeking a Machine Learning Engineer to build out our simulation and AI capabilities. You'll design and implement systems that model the CTV advertising ecosystem - auction dynamics, bidding strategies, campaign outcomes, and counterfactual scenarios - and develop AI-driven tools that accelerate how we build, test, and deploy ML systems.



What you'll do:



  • Design and build simulation environments that model CTV auction mechanics, inventory supply, and advertiser competition
  • Develop counterfactual and what-if frameworks for evaluating bidding strategies, budget allocation, and pacing algorithms offline
  • Build AI agents that explore strategy spaces, generate hypotheses, and automate experimentation within simulated environments
  • Use LLMs and generative AI to accelerate internal ML workflows - synthetic data generation, code generation, automated analysis, and rapid prototyping
  • Use simulation to de-risk ML model deployments - validate new bidding and optimization strategies before they touch live traffic
  • Define the technical direction for simulation and AI infrastructure and mentor engineers on the team


What we're looking for:



  • Strong production Python skills and experience building simulation or modeling systems
  • Deep understanding of probabilistic modeling, stochastic processes, or agent-based simulation
  • Hands-on experience with modern AI tools: LLMs, code generation, agentic workflows - and good judgment about when they help vs. when they don't
  • Adtech experience: you understand auction theory, RTB mechanics, and the dynamics of programmatic advertising
  • Ability to translate business questions ("what happens if we change our bid strategy?") into rigorous simulation frameworks
  • Clear written communication: you'll be defining new technical directions and need to bring others along
  • Ownership: you scope, design, and ship systems end-to-end with minimal direction
  • Nice-to-Haves:

    • Causal inference - uplift modeling, synthetic controls, difference-in-differences, or incrementality testing
    • Experience with discrete event simulation, Monte Carlo methods, or digital twins
    • Reinforcement learning - using simulated environments for policy learning and evaluation
    • Experience building agentic AI systems or multi-agent simulations
    • Big data experience with Scala and Spark
    • Systems programming experience in Zig or similar (C, C++, Rust)
    • MLOps experience - model deployment, monitoring, and pipeline orchestration on AWS




In-Office Requirement Statement:



  • We recognize that the ideal environment for work is situational and may differ across departments. What this looks like day-to-day can vary based on the needs of each organization or role.


Relocation Statement:



  • This position is not eligible for relocation assistance. Visit our PinFlex page to learn more about our working model.


#LI-SM4


#LI-REMOTE

At Pinterest we believe the workplace should be equitable, inclusive, and inspiring for every employee. In an effort to provide greater transparency, we are sharing the base salary range for this position. The position is also eligible for equity. Final salary is based on a number of factors including location, travel, relevant prior experience, or particular skills and expertise.


Information regarding the culture at Pinterest and benefits available for this position can be found here.

US based applicants only$123,696—$254,667 USD

Our Commitment to Inclusion:


Pinterest is an equal opportunity employer and makes employment decisions on the basis of merit. We want to have the best qualified people in every job. All qualified applicants will receive consideration for employment without regard to race, color, ancestry, national origin, religion or religious creed, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender expression, age, marital status, status as a protected veteran, physical or mental disability, medical condition, genetic information or characteristics (or those of a family member) or any other consideration made unlawful by applicable federal, state or local laws. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. If you require a medical or religious accommodation during the job application process, please completethis formfor support.

Not Specified
Junior data analyst/Machine learning engineer
Salary not disclosed
Oakland 2 days ago
CS/IT Graduates or About to be Grads.

Get Hired by taking action.

If you just graduated (or you're about to) and the job search is already feeling confusing, you're not imagining it.

A degree proves you can learn—but employers hire for job readiness: projects that look like real work, current tech stacks, interview confidence, and the ability to contribute on day one.

That's why many new grads send hundreds of applications and still hear nothing back.

It's not because you're "not smart enough.” It's because most entry-level pipelines are crowded, and hiring teams filter heavily for candidates who look production-ready.

We are actively considering candidates for entry-level software engineering and data roles, especially Java full stack, Java/Python development, DevOps automation, data analytics, data engineering, data science, and ML/AI—full-time opportunities aligned to client needs.

Our core emphasis remains Java/Full Stack/DevOps and Data/Analytics/Engineering/ML.

SynergisticIT focuses on two high-demand lanes: Java / Full Stack / DevOps and Data (Data Analyst, Data Engineer, Data Scientist) + ML/AI—so you don't graduate with scattered skills, you graduate with an employable stack.

SynergisticIT since 2010, has helped candidates land full-time roles at major organizations (examples often cited include Google, Apple, PayPal, Visa, Western Union, Wells Fargo, Client, Banking, Wayfair, Client, Client, and more) with offers commonly in the $95k–$154k range depending on role and skill depth.

For a new grad, the bigger message isn't the number—it's that results require a structured pathway, not random applications.

Here's a realistic way to think about your advantage as a fresh graduate: you're early enough to build the right foundation before bad habits set in.

If you master fundamentals—coding, debugging, data structures, system thinking—and then layer modern tools on top (frameworks, cloud, CI/CD, analytics stacks), you become the kind of "entry-level” candidate who actually feels like a safe hire.

What roles are companies hiring for right now? A typical market demand pattern is clear: organizations still need entry-level software programmers, Java full stack developers, Python/Java developers, DevOps-focused engineers, and on the data side data analysts, BI analysts, data engineers, data scientists, and machine learning engineers.

The strongest candidates aren't "tool collectors”—they're people who can show end-to-end capability: build an API, connect a database, deploy a service, analyze data, explain results, and handle interviews calmly.

Why fresh grads get stuck— Fresh grads often struggle for four predictable reasons: Resume doesn't match job keywords (ATS filters you out).

Projects look like school assignments (not production-aligned).

Interview skills are undertrained (DSA, system design, SQL, behavioral).

No structured pipeline (random applying without feedback loops).

A job-placement-first approach addresses these systematically: build the right portfolio, practice the right interview questions, align your tech stack to roles, and keep improving until the market says "yes.” Who this path fits best If you're a recent graduate, you'll likely fit if you match any of these: New grads in CS, Engineering, Math, or Statistics with limited job experience Students finishing Bachelor's or Master's programs who need a real hiring plan Candidates who apply consistently but don't get callbacks Candidates who reach interviews but struggle to close International students on F-1/OPT who need a job plan for STEM extension/H-1B timing Graduates with strong academics but thin practical experience SynergisticIT helps STEM extension and work authorization pathways, and for candidates who need long-term stability, support related to H-1B and green card processes as part of employer-side realities.

If you're tired of guessing, stop treating your job search like a lottery.

Treat it like a project with milestones: skills → portfolio → interview readiness → targeted applications → scheduled interviews → offer.

If you want to explore, here are the key links: Event videos (OCW, JavaOne, Gartner): USA Today feature Contact & get a roadmap: Please read our blogs Why do Tech Companies not Hire recent Computer Science Graduates | SynergisticIT What Recruiters Look for in Junior Developers | SynergisticIT Software engineering or Data Science as a career? How OPT Students Can Land Tech Jobs – SynergisticIT Bottom line for fresh grads: Your degree is the starting line, not the finish line.

If you want to get hired faster, you don't need "more random courses.” You need a guided, job-focused path and the right people around you.

In tech, it's not just what you learn—it's how you learn and who you build with that decides how far you go.

Please note: Resume databases are shared with clients and interested clients will reach out directly if they find a qualified candidate for their req.

Resume submissions may be shared with our JOPP team database also.

Please unsubscribe if contacted or if you don't want to be contacted please don't submit your resume
Not Specified
Assistant/Associate/Full Project Scientist - Machine Learning & Data Analytics -Advanced Bioimaging Center - Department of Molecular and Cell Biology
Salary not disclosed
Berkeley, CA 2 days ago
Position overview

Position title:
Project Scientist

Salary range:
The UC academic salary scales set the minimum pay determined by rank and step at appointment. See the following table for the current salary scale for this position: . A reasonable estimate for this position is $181,700 - $229,700.

Percent time:
100%

Anticipated start:
Winter/Spring 2026

Position duration:
Initial appointment is for one year with the possibility of renewal based on performance and funding availability.

Application Window


Open date: February 25, 2026




Next review date: Wednesday, Mar 11, 2026 at 11:59pm (Pacific Time)

Apply by this date to ensure full consideration by the committee.




Final date: Friday, Mar 27, 2026 at 11:59pm (Pacific Time)

Applications will continue to be accepted until this date, but those received after the review date will only be considered if the position has not yet been filled.



Position description

The Advanced BioImaging Center (ABC) in the Department of Molecular and Cell Biology at the University of California, Berkeley seeks applications for two Project Scientists at the Assistant, Associate, or full rank. The selected candidate will be appointed at the rank to commensurate with prior experience. The position will report to Professor Gokul Upadhyayula, with Professor Eric Betzig serving as an additional academic mentor. The project scientist will make significant and creative contributions in the area of machine learning & data analytics.



The Advanced BioImaging Center (ABC) at UC Berkeley aspires to be a world-leading multidisciplinary imaging center that drives important biological discoveries through critical new advances in all aspects of imaging technology and that drives the dissemination of that technology through a multi-pronged education strategy to scientists around the world. ABC was intentionally designed to maximize scientific productivity and impact by adopting groundbreaking imaging technologies such as the next-generation adaptive optical multifunctional microscope, incorporating the high-level technical expertise of instrumentation scientists, applied mathematicians, and computational scientists, and building worldwide collaborations aimed at tackling the challenges posed by terabyte and petabyte-scale imaging data processing, visualization, and dissemination. Members of the ABC have access to leading - edge imaging and computing hardware, as well as exposure to collaborators from a range of diverse disciplines, including in the fields of Artificial Intelligence, Data Science, Mathematics, and more.



The Assistant/Associate/Full Project Scientists will be an integral part of a visionary scientific team driving cutting-edge biological discoveries through immediate applications of critical advances in imaging technologies. These positions will work with a dedicated team to develop data analytics software in terabyte- to petabyte-scale imaging projects. The incumbents will develop and refine machine learning applications and manage projects and provide regular progress reports to PIs and collaborators.

Successful candidates will be an integral part of the expert team working together with computational scientists and biologists in experimental design to tackle complex biological questions in a quantitative manner. The work will primarily be conducted at the facility in Barker Hall. Occasional travel may be required.



Key Responsibilities

*Make significant and creative contributions to development of new imaging and data processing tools for datasets generated on multicellular tissues, organoids, transparent embryos.

*Design, build, and maintain new software packages for efficient data processing.

*Advise on applications of these tools for biological imaging; collaborate with Postdocs and graduate students on specific projects to test, learn and implement for general and specific use cases.

*General organization and management of software documentation.

*Bring cross disciplinary expertise to solve problems at the intersection between life science, computer vision, and state-of-the-art AI methods.

*Work with petabyte-scale light sheet datasets that are typically 4D or 5D (x,y,z,t,chemistry). Identify and implement scalable solutions to scientific questions on large-scale data sets, especially using performant algorithms.

*Develop machine learning approaches, computer vision tools to help pre-process dataset and annotations to generate groundtruth benchmarks.

*Contribute to dissemination via open source code repositories, demonstrations, publications, presentation.



These positions will be eligible for full benefits.



Lab:

Contract: ar-contract-2022/



Qualifications

Basic qualifications (required at time of application)

*PhD (or equivalent international degree)



Additional qualifications (required at time of start)

*Minimum of four years of postdoctoral research experience

*For consideration for the Associate Project Scientist rank: a minimum of 8 years of post PhD research experience

*For consideration for the full Project Scientist rank: a minimum of 14 years of post PhD research experience



Preferred qualifications

*PhD or equivalent international degree in Computation Data, Computer Sciences, Bioinformatics or Related field

*Demonstrated record of productivity and publications and/or scholarly contributions

*Strong biological background and understanding of molecular biology

*Demonstrate understanding of optical microscopy, including light sheet microscopy, adaptive optics, and modern scientific cameras

*Demonstrated ability to work in a research team, manage active collaborations with other academic groups

*Demonstrated experience handling and processing large scale imaging datasets (>100TB to petabyte scale and beyond)

*Expertise in programming in C++, Labview, MATLAB, Python

*Expertise in databases, data infrastructure, data governance

*Expertise in high performance computing using SLURM or LSF

*Experience with PyTorch, JAX, or Tensorflow

*Experience with NVIDIA CUDA and related OpenMP programming

*Experience with cloud services (AWS, GCP, Azure, etc)

*Experience with state of the art AI/ML architectures (vison transformers, diffusion models, etc

*Experience mentoring undergraduate/graduate students, and/or technicians.

*Experience with professional speaking engagements

*Ability to effectively communicate, participate in efficient and open collaboration, and engage with a diverse group of researchers

*The ideal candidate will be innovative and able to synergize various ideas and approaches, while exercising sound judgment to evaluate and take acceptable risks



Application Requirements

Document requirements

  • Curriculum Vitae - Your most recently updated C.V.


  • Cover Letter


  • Statement of Research - Provide a summary of your major research accomplishments in approximately 250 words. Additionally, please include a brief statement highlighting your experience that is directly relevant to the key responsibilities of this position


  • Project Portfolio - Summary portfolio of data and/or AI projects executed, as demonstrated by publications or github contributions




Reference requirements
  • 3 required (contact information only)


Apply link:
JPF05256

Help contact:



About UC Berkeley

UC Berkeley is committed to diversity, equity, inclusion, and belonging in our public mission of research, teaching, and service, consistent with UC Regents Policy 4400 and University of California Academic Personnel policy (APM 210 1-d). These values are embedded in our Principles of Community, which reflect our passion for critical inquiry, debate, discovery and innovation, and our deep commitment to contributing to a better world. Every member of the UC Berkeley community has a role in sustaining a safe, caring and humane environment in which these values can thrive.



The University of California, Berkeley is an Equal Opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, age, or protected veteran status.



For more information, please refer to the University of California's Affirmative Action and Nondiscrimination in Employment Policy and the University of California's Anti-Discrimination Policy.



In searches when letters of reference are required all letters will be treated as confidential per University of California policy and California state law. Please refer potential referees, including when letters are provided via a third party (i.e., dossier service or career center), to the UC Berkeley statement of confidentiality prior to submitting their letter.



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Job location
Berkeley, CA
permanent
Staff Machine Learning Engineer, Monetization
🏢 Pinterest
Salary not disclosed
San Francisco, CA 4 days ago

About Pinterest:


Millions of people around the world come to our platform to find creative ideas, dream about new possibilities and plan for memories that will last a lifetime. At Pinterest, we're on a mission to bring everyone the inspiration to create a life they love, and that starts with the people behind the product.


Discover a career where you ignite innovation for millions, transform passion into growth opportunities, celebrate each other's unique experiences and embrace theflexibility to do your best work. Creating a career you love? It's Possible.


At Pinterest, AI isn't just a feature, it's a powerful partner that augments our creativity and amplifies our impact, and we're looking for candidates who are excited to be a part of that. To get a complete picture of your experience and abilities, we'll explore your foundational skills and how you collaborate with AI.


Through our interview process, what matters most is that you can always explain your approach, showing us not just what you know, but how you think. You can read more about our AI interview philosophy and how we use AI in our recruiting process here.

Within our Ads Performance and Ads Delivery teams, we connect the dots between what Pinners aspire to do and the products our advertising partners offer-building personalized, discovery-driven experiences that help people create a life they love. Pinterest is just over 4,000 employees globally, which means our teams stay small, high-ownership, and fast-moving, with hands-on access to an exceptional vault of data and the chance to build and evolve large-scale recommendation and ranking systems at real-world scale.


We're hiring multipleStaff Machine Learning Engineersacross ourAds Machine Learningorg withinMonetization Engineering. In this role, you'll lead innovation across core applied ML and marketplace technologies that power our ads ecosystem-advancing our ads ranking stack, building the next generation of scalable ads retrieval models, and improving shopping discovery for millions of users. You'll also help shape the evolution of the Pinterest marketplace by designing systems and experiments that improve the ads delivery funnel, inform the utility function, and influence auction mechanisms and ad allocation-using deep analysis of marketplace dynamics to unlock new insights. Overall, this is a high-impact opportunity to define what great looks like for Pinterest Shopping Ads, directly improving both user experience and advertiser outcomes in a uniquely discovery-first marketplace.


What you'll do:



  • Design features and build large-scale machine learning models to improve user ads action prediction with low latency
  • Drive innovation in personalized Shopping Ads recommendations through advanced modeling
  • Develop new methods for inferring user interests from online and offline activity
  • Mine text, visual, user signals to better understand user intention
  • Leverage multimodal signals (text, visual, user) to better understand user intent
  • Collaborate with product and sales teams to design and implement new ad products
  • Partner cross-functionally with product, sales, data science, and engineering teams to design and improve user journey and optimize ads performance across all stages of retrieval and ranking
  • Build and improve backend systems and statistical models that underlay the marketplace to maximize value for Pinners, Partners and Pinterest.
  • Define and implement experiments to understand long term Marketplace effects
  • Develop strategies to balance long and short term business objectives.
  • Drive multi-functional collaboration with peers and partners across the company to improve knowledge of marketplace design and operations.

What we're looking for:



  • Degree in Computer Science, Machine Learning, Statistics or related field
  • Experience building production machine learning systems at scale, data mining, search, recommendations, and/or natural language processing
  • Experience leading projects and mentoring team members
  • Strong mathematical skills with knowledge of statistical methods
  • Excellent written and verbal communication skills and strong cross-functional collaboration
  • Background in computational advertising is a plus, but not required


This position is not eligible for relocation assistance.



#LI-HYBRID


#LI-SM4

At Pinterest we believe the workplace should be equitable, inclusive, and inspiring for every employee. In an effort to provide greater transparency, we are sharing the base salary range for this position. The position is also eligible for equity. Final salary is based on a number of factors including location, travel, relevant prior experience, or particular skills and expertise.


Information regarding the culture at Pinterest and benefits available for this position can be found here.

US based applicants only$189,308—$389,753 USD

Our Commitment to Inclusion:


Pinterest is an equal opportunity employer and makes employment decisions on the basis of merit. We want to have the best qualified people in every job. All qualified applicants will receive consideration for employment without regard to race, color, ancestry, national origin, religion or religious creed, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender expression, age, marital status, status as a protected veteran, physical or mental disability, medical condition, genetic information or characteristics (or those of a family member) or any other consideration made unlawful by applicable federal, state or local laws. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. If you require a medical or religious accommodation during the job application process, please completethis formfor support.

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